TLPC catalogue - MCP servers
MCP servers, catalogued so you can name the one you meant
A Model Context Protocol server exposes one system to an AI client: a database, a filesystem, a ticket tracker. TLPC catalogues them so a project record can say which server it expects and what that server is for. TLPC does not start, connect to or configure any MCP server - your own client does that, outside TLPC.
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- github.com/0x4m4/hexstrike-aiMCP ServersMCP server that gives AI agents a large set of offensive security tools for authorised penetration tests and lab exercises
- github.com/0xK3vin/MegaMemoryMCP ServersTypeScript MCP server that keeps a persistent project knowledge graph for coding agents, with semantic search and in-process embeddings.
- github.com/0xMassi/webclawMCP ServersRust CLI, REST API and MCP server for local-first web content extraction, scraping, crawling and structured data extraction for LLM pipelines.
- github.com/1mcp-app/agentMCP ServersUnified MCP server that aggregates multiple upstream MCP servers into one endpoint, with per-server filtering, tags and health checks.
- github.com/21st-dev/magic-mcpMCP ServersSearches a catalogue of React and Tailwind UI components and generates new interface code for the editor.
- github.com/54yyyu/zotero-mcpMCP ServersSearches a Zotero library's items, collections and notes and returns citations to an LLM.
- github.com/a1-x-tech/mcp-google-merchantsMCP ServersExposes Google Merchant Center tools to read product feeds, diagnose disapprovals and update products.
- github.com/a1-x-tech/mcp-google-search-consoleMCP ServersExposes Google Search Console tools to read search performance, inspect indexing and manage sitemaps.
- github.com/A9T9/RPAMCP ServersBrowser and desktop automation MCP server that records macros or runs JavaScript, with OCR and image recognition.
- github.com/Aas-ee/open-webSearchMCP ServersMulti-engine MCP server and CLI for agent web search and page retrieval that runs without API keys.
- github.com/aashari/mcp-server-atlassian-confluenceMCP ServersLists and retrieves Confluence spaces and pages, converting page content into Markdown for an agent.
- github.com/aashari/mcp-server-atlassian-jiraMCP ServersNode and TypeScript MCP server for Atlassian Jira that lists projects and issues and runs JQL searches for an assistant.
- github.com/adamzhang1987/kingdee-k3cloud-mcpMCP ServersQueries and operates Kingdee K3Cloud ERP records through its web API so a client can read vouchers, stock and master data.
- github.com/adancurusul/embedded-debugger-mcpMCP ServersDebugs ARM Cortex-M and RISC-V targets through probe-rs on J-Link, ST-Link and other probes.
- github.com/Adancurusul/serial-mcp-serverMCP ServersMCP server and CLI for serial/UART ports: opens a port, sends bytes or macro sequences and returns device responses. Written in Rust.
- github.com/adeze/raindrop-mcpMCP ServersManages Raindrop.io bookmarks: searches collections, adds links with tags and moves bookmarks between folders.
- github.com/adhikasp/mcp-redditMCP ServersReads subreddit posts, comments and search results for an LLM client.
- github.com/admin978/canvas-mcpMCP ServersExposes Canvas LMS tools for courses, assignments, modules, announcements, grades and planner items.
- github.com/adsmcp/tiktok-ads-mcp-serverMCP ServersExposes TikTok Ads tools to manage campaigns, ad groups, audiences and creatives and read metrics.
- github.com/Adversis/mcp-snitchMCP ServersmacOS application that intercepts and records MCP server communications, showing tool calls and results for security review.
- github.com/Adyen/adyen-mcpMCP ServersAdyen's MCP server exposes payment, checkout and merchant account APIs so an assistant can create and inspect payments on a test or live account.
- github.com/aehrc/mcp-fhir-toolsMCP ServersCollection of FHIR tools exposed over MCP so language models can search and read resources from a FHIR server.
- github.com/agent-infra/sandboxMCP ServersAll-in-one sandbox container for agents that bundles a browser, shell, file tools, MCP and a VS Code server.
- github.com/AgentDeskAI/browser-tools-mcpMCP ServersDrives a real Chrome tab: navigate, read console and network logs, run Lighthouse audits.
- github.com/agentic-ops/legal-mcpMCP ServersMCP server built for legal workflows such as document review, clause lookup and case research for legal teams.
- github.com/agentic-ops/real-estate-mcpMCP ServersSearches property listings, computes mortgage figures and returns valuation inputs for a client working on real estate.
- github.com/agentthink/twin-data-collectorMCP ServersCollects readings from industrial devices over many field protocols and republishes them to MQTT so a client can read shop-floor telemetry.
- github.com/AgriciDaniel/wp-mcp-ultimateMCP ServersExposes WordPress abilities for posts, pages, media and plugins so a client can manage a site through the REST API.
- github.com/ahujasid/mcp-for-blenderMCP ServersControls Blender from an LLM to create scenes, modify objects, apply materials and render images.
- github.com/Aimino-Tech/opendocswork-mcpMCP ServersRust MCP server for Office documents that reads and writes Excel, Word and PowerPoint files without requiring Microsoft Office installed
- github.com/Aiven-Open/mcp-aivenMCP ServersConnects an LLM to Aiven cloud projects to list services, read logs and manage PostgreSQL and Kafka instances.
- github.com/ajtudela/nav2_mcp_serverMCP ServersMCP server that provides tools and resources to control and monitor robots running the Nav2 navigation stack.
- github.com/akutishevsky/lunchmoney-mcpMCP ServersMCP server that reads and writes personal finance data through the LunchMoney API, covering accounts, transactions and budgets.
- github.com/alash3al/stashMCP ServersPersistent memory layer for AI agents that stores episodes, facts and working context in Postgres behind an MCP server.
- github.com/alejoseb/ModbusMCPMCP ServersProvides Modbus RTU and TCP client and server tools for coils, discrete inputs, holding registers and input registers, plus serial port discovery and simulated slave devices.
- github.com/Alex2Yang97/yahoo-finance-mcpMCP ServersHistorical prices, company financials and news for tickers, sourced from Yahoo Finance.
- github.com/alexei-led/cloud-mcp-serverMCP ServersMCP server that runs AWS CLI commands for an assistant under a named profile, so cloud queries need no hand-written scripts
- github.com/alexei-led/k8s-mcp-serverMCP ServersRuns kubectl, helm, istioctl and argocd commands in a guarded shell so a client can inspect and change a Kubernetes cluster.
- github.com/alexlock1/apple-numbers-mcpMCP ServersMCP server for Apple Numbers that reads and writes numbers spreadsheets on macOS, exposing sheets, tables and cell values to an assistant.
- github.com/alexpfau/zigbee2mqtt-mcpMCP ServersAdministers a Zigbee2MQTT estate over the MQTT bridge for mesh health, OTA updates, pairing and device options.
- github.com/aliargun/mcp-server-geminiMCP ServersGenerates and edits images with Google Gemini models from a prompt or reference image.
- github.com/AliKarami/MikroMCPMCP ServersMCP server for MikroTik RouterOS and SwOS devices: reads interfaces, routes, firewall rules and leases, and applies changes. TypeScript.
- github.com/aliyun/alibabacloud-dms-mcp-serverMCP ServersMCP server from Alibaba Cloud DMS that connects an agent to more than forty data source types for schema browsing and read-only SQL
- github.com/aliyun/alibabacloud-tablestore-mcp-serverMCP ServersExposes Alibaba Cloud Tablestore for storing documents and searching them by vector and scalar attributes.
- github.com/allenporter/mcp-server-home-assistantMCP ServersMCP server that exposes Home Assistant entities, states and service calls to MCP-capable assistants.
- github.com/alondmnt/joplin-mcpMCP ServersSearches, creates and edits Joplin notes and notebooks in a local-first note store.
- github.com/alpacahq/alpaca-mcp-serverMCP ServersReads Alpaca market data, positions and orders and can place trades for an LLM.
- github.com/alphavantage/alpha_vantage_mcpMCP ServersConnects an LLM to Alpha Vantage market data for stock quotes, fundamentals, forex and technical indicators.
- github.com/alttextai/alttext-mcpMCP ServersGenerates and translates image alt text and manages an AltText.ai image library.
- github.com/amazon-mq/mcp-server-rabbitmqMCP ServersMCP server for RabbitMQ maintained by the Amazon MQ team: lists queues, exchanges and bindings, and publishes or reads messages. Python.
- github.com/AminForou/mcp-gscMCP ServersMCP server that surfaces Google Search Console insights such as queries, pages and impressions to an MCP-capable assistant.
- github.com/ammawla/encode-toolkitMCP ServersExposes ENCODE Project tools to search, download and analyse functional genomics experiments.
- github.com/amos689/paper-preflightMCP ServersChecks every reference in a paper against Crossref, dblp, arXiv and DataCite records.
- github.com/AmoyLab/UnlaMCP ServersLightweight MCP gateway that republishes existing MCP servers and APIs as MCP endpoints, with a Docker deployment and management UI.
- github.com/anaisbetts/mcp-youtubeMCP ServersExtracts YouTube video transcripts and metadata so an LLM can summarise or answer questions about video content.
- github.com/Anarkh-Lee/universal-db-mcpMCP ServersMCP connector for seventeen database engines including MySQL, PostgreSQL, Oracle and MongoDB, set up from a connection string in any desktop client
- github.com/angiejones/mcp-seleniumMCP ServersDrives Selenium WebDriver browsers from an LLM, covering navigation, element location, clicks, typing and screenshots.
- github.com/ankimcp/anki-mcp-serverMCP ServersMCP server for Anki that lets an assistant add cards, search notes and manage decks in the spaced-repetition app.
- github.com/antvis/mcp-server-chartMCP ServersGenerates AntV charts such as bar, line, pie and radar visuals from data supplied by an LLM.
- github.com/anyproto/anytype-mcpMCP ServersReads and writes objects in an Anytype space, so a client can search notes, create pages and set properties in the local wiki.
- github.com/anysearch-ai/anysearch-mcp-serverMCP ServersUnified real-time search MCP server that adds general web search, vertical domain search and batched parallel queries to an MCP client.
- github.com/ap311036/ews-meeting-mcpMCP ServersSchedules Outlook meetings on on-premises Exchange through EWS, resolving attendees and free slots.
- github.com/apache/doris-mcp-serverMCP ServersApache Doris MCP server connects an assistant to a Doris cluster for SQL queries and metadata inspection on a real-time analytical database.
- github.com/apache/iotdb-mcp-serverMCP ServersQueries Apache IoTDB time-series data and device metadata so an LLM can analyse sensor readings.
- github.com/apify/apify-mcp-serverMCP ServersRuns Apify Store scrapers and crawlers from an LLM to extract data from websites, maps and marketplaces.
- github.com/apollographql/apollo-mcp-serverMCP ServersTurns a GraphQL schema and its operations into tools so a client can query and mutate a GraphQL API safely.
- github.com/appwrite/mcpMCP ServersExposes the Appwrite API for databases, users, functions, storage and teams.
- github.com/aptro/superset-mcpMCP ServersConnects a client to Apache Superset so it can list dashboards, charts and datasets and run queries against them.
- github.com/aquasecurity/trivy-mcpMCP ServersRuns Trivy vulnerability and misconfiguration scans from an LLM over container images, filesystems and repositories.
- github.com/arabold/docs-mcp-serverMCP ServersGrounded documentation MCP server that indexes library docs and serves versioned, cited answers to coding agents.
- github.com/archai-labs/fastmcp-sonarqube-metricsMCP ServersRetrieves SonarQube project metrics, issue lists and quality trends for code review context.
- github.com/argoproj-labs/mcp-for-argocdMCP ServersConnects an LLM to Argo CD to list applications, inspect sync status and read Kubernetes deployment manifests.
- github.com/ariadng/metatrader-mcp-serverMCP ServersMCP server that lets an LLM place and manage trades through the MetaTrader platform via MCP tools.
- github.com/ArnaudGuiovanna/tutor-mcpMCP ServersMCP server that turns a general LLM into a tutoring assistant by supplying lesson structure, question generation and progress tracking tools
- github.com/Arrbel/platformio-mcpMCP ServersServer for PlatformIO that builds, uploads, monitors and verifies firmware across more than a thousand supported boards.
- github.com/Artmann/package-registry-mcpMCP ServersMCP server that searches the npm, Cargo, PyPI and NuGet registries and returns current package metadata to an assistant.
- github.com/artokun/comfyui-mcpMCP ServersMCP server and sidebar agent that drive a local ComfyUI install, authoring and running image, video and audio workflows in natural language
- github.com/arunmk-ms/dicom-agent-mcpMCP ServersMCP server for DICOM imaging: searches studies, retrieves and stores instances, measures regions and de-identifies headers. Written in Python.
- github.com/ashishsinha1602/schemagateMCP ServersDecides which schemas and tables a caller may read before a text-to-SQL query runs, so a client only ever sees permitted columns.
- github.com/assemblyai/assemblyai-mcpMCP ServersOfficial AssemblyAI MCP server exposing speech-to-text transcription, speaker diarization, summarisation and audio intelligence tools to AI assistants.
- github.com/ast-grep/ast-grep-mcpMCP ServersStructural AST search and rewrite of source code using ast-grep patterns.
- github.com/atilaahmettaner/tradingview-mcpMCP ServersPython MCP server for market analysis with screeners, multi-timeframe technical indicators, backtests and sentiment across asset classes.
- github.com/atlassian/atlassian-mcp-serverMCP ServersOfficial Atlassian remote MCP server that connects an agent to Jira issues, Confluence pages and Jira Service Management over OAuth
- github.com/atlassian/trello-mcp-serverMCP ServersReads and updates Trello boards, lists and cards on behalf of an LLM client.
- github.com/Augmented-Nature/PubChem-MCP-ServerMCP ServersSearches more than a hundred million PubChem compounds with tools for molecular properties, bioassay data and similarity lookups.
- github.com/avansaber/seo-monsterMCP ServersLocal, credential-driven MCP server for SEO workflows over Google Search Console, GA4 and PageSpeed data.
- github.com/Avinash-Amudala/MCP-TelecomMCP ServersTalks to Nokia SR OS, Cisco IOS-XR and Juniper Junos routers over SSH, NETCONF and gNMI with tools for show commands and configuration checks.
- github.com/awkoy/notion-mcp-serverMCP ServersNotion MCP server with token authentication that lets Claude Code, Cursor and VS Code search pages, read databases and create blocks
- github.com/aws-samples/sample-mcp-server-s3MCP ServersLists buckets and objects, reads object contents and generates presigned URLs against Amazon S3 for a client.
- github.com/aws/agent-toolkit-for-awsMCP ServersOfficial AWS MCP servers, skills and plugins that help agents build and operate workloads on AWS.
- github.com/awslabs/mcpMCP ServersAWS's collection of MCP servers covering documentation, cost analysis, CDK, Lambda and other AWS services.
- github.com/axiomhq/mcp-server-axiomMCP ServersRuns APL queries over Axiom datasets and lists event fields and dashboards.
- github.com/ayunis-core/ayunis-legal-mcpMCP ServersMCP server for German federal legal codes that retrieves statutes and cross-references to support citation-backed answers. Python.
- github.com/aywengo/kafka-schema-reg-mcpMCP ServersManages Kafka Schema Registry clusters, exposing schema listing, registration, compatibility checks and migration.
- github.com/Azure/azure-mcpMCP ServersMicrosoft's Azure MCP server, giving clients tools for Azure services including storage, databases and CLI commands.
- github.com/Azure/data-api-builderMCP ServersMicrosoft tool that builds REST and GraphQL endpoints over Azure databases and also publishes those entities to agents as MCP tools
- github.com/Azure/mcp-kubernetesMCP ServersMicrosoft's MCP server lets an AI assistant list, inspect and operate Kubernetes cluster resources through the Kubernetes API.
- github.com/backblaze-labs/b2-mcpMCP ServersExposes Backblaze B2 cloud storage through native and S3-compatible tools for buckets, objects and analytics.
- github.com/baidu-maps/mcpMCP ServersOfficial Baidu Map MCP server that exposes geocoding, place search and route planning for assistants working with Chinese map data
- github.com/barryyip0625/mcp-discordMCP ServersConnects an LLM to Discord servers to read and send messages, manage channels and query member information.
- github.com/barvhaim/qiskit-mcp-serverMCP ServersUnofficial MCP server for Qiskit that lets an assistant build and inspect quantum circuits through the Qiskit SDK.
- github.com/baryhuang/mcp-hubspotMCP ServersMCP server for HubSpot CRM that lets an assistant read and update contacts, companies, deals and support tickets.
- github.com/beckettlab/beckett-godot-mcpMCP ServersRuns as a Godot 4 editor addon exposing class reflection, GDScript writes and scene and resource edits.
- github.com/benborla/mcp-server-mysqlMCP ServersNode MCP server that inspects a MySQL schema and runs read-only queries by default, with writes behind a flag.
- github.com/benmonopoli/open-greenhouse-mcpMCP ServersExposes Greenhouse recruiting tools with role-based profiles for jobs, candidates and pipeline data.
- github.com/Benniu/emqx-mcp-serverMCP ServersMCP server that provides EMQX MQTT broker interaction, including client, topic and rule management, to MCP clients.
- github.com/berba-q/faostat-mcpMCP ServersExposes the FAOSTAT API as tools for crop, livestock, trade, food balance and land-use statistics by country and year.
- github.com/bethington/ghidra-mcpMCP ServersGhidra MCP server with a plugin and bridge that exposes more than two hundred reverse-engineering tools to an assistant analysing binaries
- github.com/betterdb-inc/monitorMCP ServersMonitors Valkey and Redis instances, returning slow log entries, memory use and audit trails to a client.
- github.com/bgauryy/octocodeMCP ServersSearches GitHub repositories and npm packages and pulls source context for a client working on unfamiliar code.
- github.com/birkskyum/maplibre-mcpMCP ServersRenders, validates and debugs MapLibre styles with vector tile inspection and style spec lookups.
- github.com/bitbonsai/mcpvaultMCP ServersLightweight MCP server that gives MCP clients safe read and write access to notes inside an Obsidian vault.
- github.com/bitwarden/mcp-serverMCP ServersSearches Bitwarden vault items, folders and logins that the authenticated account is allowed to read.
- github.com/bjeans/homelab-mcpMCP ServersCollection of MCP servers for managing homelab infrastructure from a desktop assistant, covering Docker and Podman containers, local model services and DNS filtering.
- github.com/blazickjp/arxiv-mcp-serverMCP ServersSearches arXiv, downloads papers as PDFs and reads their full text for literature review.
- github.com/blockscout/mcp-serverMCP ServersQueries Blockscout block explorers for addresses, transactions and contract data for an LLM.
- github.com/blurrah/mcp-graphqlMCP ServersRuns GraphQL queries and introspects schemas so an agent can explore an API and fetch only the fields it needs.
- github.com/blwfish/kicad-mcpMCP ServersMCP server for KiCad that exposes seventy-one tools for AI-assisted schematic and PCB editing.
- github.com/bonninr/freecad_mcpMCP ServersMCP server that connects FreeCAD to Claude and other MCP-ready tools so models can build and alter parametric CAD parts.
- github.com/boshyxd/robloxstudio-mcpMCP ServersConnects to Roblox Studio so a client can inspect the data model, run Luau snippets and change instances in an open place.
- github.com/bostrot/wslmanagerMCP ServersGUI for the Windows Subsystem for Linux that installs and configures distros and includes an MCP server for agents.
- github.com/box-community/mcp-server-boxMCP ServersSearches Box files and folders, reads document contents and returns metadata to an LLM.
- github.com/brave/brave-search-mcp-serverMCP ServersWeb, news, image and video search plus page summarisation through the Brave Search API.
- github.com/brightdata/brightdata-mcpMCP ServersFetches public web pages and search results through Bright Data proxies so an LLM can work with live web content.
- github.com/browserbase/mcp-server-browserbaseMCP ServersRuns cloud Browserbase browser sessions for navigation, screenshots and structured page extraction.
- github.com/browsermcp/mcpMCP ServersBrowser MCP connects an MCP client to the user's own browser session through a companion browser extension.
- github.com/bruno-portfolio/agrobr-mcpMCP ServersServes Brazilian agricultural data such as crop prices, harvest estimates, trade figures and climate series to a client.
- github.com/buildkite/buildkite-mcp-serverMCP ServersReads Buildkite pipelines, builds, jobs and agent details so an LLM can inspect CI run status and logs.
- github.com/burningion/video-editing-mcpMCP ServersUploads, searches, analyses and edits video in a Video Jungle collection and generates new clips.
- github.com/bytebase/dbhubMCP ServersConnects to MySQL, Postgres, SQL Server and SQLite to list schemas and run SQL queries.
- github.com/c4pt0r/mcp-server-tidbMCP ServersQueries TiDB, a MySQL-compatible distributed SQL database, exposing schema inspection and read queries.
- github.com/cablate/mcp-google-mapMCP ServersMCP server offering eighteen Google Maps tools for place search, route planning and travel itineraries from an assistant conversation
- github.com/CaesarYangs/prometheus_mcp_serverMCP ServersMCP server that lets language models query, analyse and interact with Prometheus metrics through MCP tools.
- github.com/CakeRepository/1Password-MCPMCP ServersMCP server for 1Password that stores and retrieves passwords in separate vaults, keeping credentials out of the conversation text.
- github.com/call518/MCP-PostgreSQL-OpsMCP ServersMCP server that gives AI assistants thirty-plus PostgreSQL DBA tools for performance analysis, table bloat checks and index advice on a live cluster
- github.com/canvrno/ProxmoxMCPMCP ServersConnects an LLM to a Proxmox VE cluster to list nodes and virtual machines, read status and run lifecycle actions.
- github.com/cargofy/ATLASMCP ServersBridges any TMS or WMS to an assistant with tools for shipments, carriers, tenders, rates and tracking events.
- github.com/carlxsmg/ueagentMCP ServersRuns inside the Unreal Engine 5 editor and exposes Blueprint, material, level and Niagara edit tools.
- github.com/ccebelenski/localagentsMCP ServersServer that hands a task to a model running on your own llama.cpp or vLLM endpoint instead of a hosted commercial API.
- github.com/ccfos/nightingaleMCP ServersSelf-hosted alerting platform for metrics, logs and databases with a built-in AI agent and MCP server, so assistants can query alerts and telemetry.
- github.com/cdutsov/overpass-mcpMCP ServersHosted Overpass API MCP server that gives an assistant OpenStreetMap query access, geocoding and elevation data.
- github.com/centralmind/gatewayMCP ServersUniversal MCP server that exposes Postgres, MySQL, ClickHouse and other SQL databases as typed tools an LLM agent can query
- github.com/chadsten/llama-cpp-mcpMCP ServersServer that forwards prompts to a local llama.cpp inference server so any loaded GGUF model can answer inside an MCP client.
- github.com/chaindead/telegram-mcpMCP ServersTelegram MCP server using a user session that manages dialogs, messages, drafts and read state from an assistant
- github.com/changkeunj/australian-law-mcpMCP ServersReads Australian Commonwealth legislation as at any date and checks citations against the Federal Register.
- github.com/chatmcp/mcprouterMCP ServersAPI router for MCP servers that lets a client reach many remote MCP endpoints through a single configurable gateway.
- github.com/CheMiguel23/MemoryMeshMCP ServersKnowledge graph server built on the Model Context Protocol that gives an assistant structured, persistent memory that survives between sessions.
- github.com/chigwell/telegram-mcpMCP ServersConnects an LLM to Telegram to read chats, send messages, search history and manage contacts.
- github.com/chongdashu/unreal-mcpMCP ServersConnects an LLM to the Unreal Engine editor to spawn actors, modify blueprints and run automation inside a level.
- github.com/chrisryugj/korean-law-mcpMCP ServersMCP server for Korean statutes and court precedents, with ordinance lookups, comparison tables and citation verification.
- github.com/christianhinge/dicom-mcpMCP ServersConnects a model to a DICOM archive to query studies, read imaging metadata and move instances.
- github.com/chroma-core/chroma-mcpMCP ServersCreates and queries Chroma vector collections for semantic search and document storage.
- github.com/ChromeDevTools/chrome-devtools-mcpMCP ServersDrives a Chrome browser and inspects pages: performance traces, network requests, console and DOM.
- github.com/Cicatriiz/healthcare-mcp-publicMCP ServersHealthcare MCP server that gives AI assistants access to medical information sources such as trials, ICD codes and drug data.
- github.com/Cicatriiz/openedu-mcpMCP ServersMCP server for educational resources and curriculum planning that integrates OpenLibrary, Wikipedia and other open sources.
- github.com/cinderline/northcinderMCP ServersOpen-source MCP server for comparing products and confirming a purchase decision with the buyer before checkout.
- github.com/CircleCI-Public/mcp-server-circleciMCP ServersExposes CircleCI projects, pipelines, workflows and build logs to an LLM for CI troubleshooting.
- github.com/cisco-ai-defense/mcp-scannerMCP ServersScanner from Cisco AI Defense that inspects MCP servers for potential threats and returns layered security findings.
- github.com/cjo4m06/mcp-shrimp-task-managerMCP ServersTask-manager MCP server built for AI agents, emphasising chain-of-thought planning, reflection and task style consistency.
- github.com/ckalima/pipedrive-mcp-serverMCP ServersExposes Pipedrive CRM tools for deals, persons, organisations, activities, leads and notes.
- github.com/ckanthony/openapi-mcpMCP ServersBridges REST APIs described by an OpenAPI document into MCP tools for endpoint discovery and authenticated calls.
- github.com/ckreiling/mcp-server-dockerMCP ServersLists, inspects, starts and stops Docker containers, images, networks and volumes.
- github.com/claynicholson/copper-kicad-mcpMCP ServersMCP server that lets any AI app draft orderable KiCad boards, covering schematic capture, LCSC parts, routing and ERC checks.
- github.com/ClickHouse/mcp-clickhouseMCP ServersClickHouse's official MCP server that lists databases and runs read-only SQL queries against a ClickHouse instance.
- github.com/cloudbees-oss/devops-agent-kitMCP ServersTurns an AI coding assistant into a DevOps specialist through the CloudBees Unify MCP server, with ready-made prompts and workflow recipes.
- github.com/cloudflare/mcpMCP ServersCloudflare MCP server that exposes the Cloudflare API, including zones, Workers and DNS records, to MCP clients.
- github.com/cloudflare/mcp-server-cloudflareMCP ServersCloudflare's collection of MCP servers for Workers, R2, D1, DNS, Radar and its documentation.
- github.com/cloudflare/workers-mcpMCP ServersTurns functions of a Cloudflare Worker into MCP tools that an LLM can call over the network.
- github.com/cloudinary/mcp-serversMCP ServersUploads and transforms Cloudinary images and video and returns asset metadata to an LLM.
- github.com/cockroachdb/cockroachdb-mcp-serverMCP ServersConnects an LLM to CockroachDB clusters for schema inspection, SQL queries and database management tasks.
- github.com/coddingtonbear/obsidian-local-rest-apiMCP ServersObsidian plugin that adds a secure local REST API and MCP server for reading, writing and searching notes in a vault.
- github.com/codefuturist/email-mcpMCP ServersEmail MCP server with IMAP and SMTP support for reading, searching, sending and organising mail from any AI assistant.
- github.com/CoderGamester/mcp-unityMCP ServersLets a client create objects, run editor commands and read scene state inside the Unity Editor through a C# bridge.
- github.com/Coding-Solo/godot-mcpMCP ServersConnects an LLM to the Godot game engine, launching the editor, running projects and capturing debug output.
- github.com/CognitionAI/metabase-mcp-serverMCP ServersCognition's Metabase MCP server queries Metabase questions, dashboards and databases so an assistant can read analytics without opening the app.
- github.com/comet-ml/opik-mcpMCP ServersReads traces, spans and evaluation scores from Opik, the open-source LLM observability and evaluation platform.
- github.com/ComPDFKit/compdf-mcpMCP ServersMCP server that connects ComPDF AI with Claude Desktop for PDF conversion, extraction and document-understanding tasks.
- github.com/conan-io/conan-mcpMCP ServersConnects an agent to the Conan C and C++ package manager for searching recipes, resolving dependencies and reading package metadata.
- github.com/confluentinc/mcp-confluentMCP ServersExposes Confluent Cloud and Kafka tools for topics, connectors, schemas and cluster operations.
- github.com/containers/kubernetes-mcp-serverMCP ServersKubernetes and OpenShift operations: list pods, read logs, describe and apply resources.
- github.com/Coolver/home-assistant-vibecode-agentMCP ServersMCP server agent for Home Assistant that gives Claude Code, Cursor and VS Code tools to edit automations and inspect a live instance
- github.com/CoplayDev/unity-mcpMCP ServersBridges an LLM to the Unity Editor so it can manage assets, control scenes, edit scripts and automate tasks.
- github.com/cortex-docs/cortexMCP ServersGenerates interactive API documentation, typed SDKs and MCP servers from OpenAPI, GraphQL and gRPC specifications.
- github.com/couchbase/mcp-server-couchbaseMCP ServersRuns SQL++ queries against Couchbase buckets and returns documents and schemas to an LLM.
- github.com/cr7258/elasticsearch-mcp-serverMCP ServersPython MCP server for Elasticsearch and OpenSearch that exposes index listing, mappings, search and document operations.
- github.com/CrowdStrike/falcon-mcpMCP ServersQueries CrowdStrike Falcon detections, hosts and vulnerabilities for an LLM security analyst.
- github.com/crystaldba/postgres-mcpMCP ServersPostgres MCP server for schema inspection, query execution, index tuning advice and database health checks.
- github.com/csmediapro/moodle-mcp-serverMCP ServersQueries a Moodle instance through its web services API for courses, users, assignments and site data.
- github.com/CursorTouch/Windows-MCPMCP ServersMCP server that gives AI agents computer-use control of a Windows desktop: launch apps, click, type, read the screen, and drive UIAutomation elements.
- github.com/Cy-S3c/BurpMCP-UltraMCP ServersMCP server for Burp Suite Professional that exposes proxy history, the scanner, an inline fuzzer and race-condition tooling to an AI assistant.
- github.com/cyanheads/brapi-mcp-serverMCP ServersSearches BrAPI v2.1 breeding servers for studies, germplasm, genotypes, traits and observations across Breedbase, T3 and Sweetpotatobase.
- github.com/cyanheads/clinicaltrialsgov-mcp-serverMCP ServersMCP server for ClinicalTrials.gov: searches studies, retrieves study details and results, and matches patients to eligibility criteria. TypeScript.
- github.com/cyanheads/epa-drinking-water-mcp-serverMCP ServersSearches EPA drinking water systems, violations, enforcement actions and contaminant measurements as tools.
- github.com/cyanheads/filesystem-mcp-serverMCP ServersPlatform-agnostic filesystem MCP server with search-and-replace editing and directory tree traversal tools.
- github.com/cyanheads/git-mcp-serverMCP ServersTypeScript MCP server exposing git operations such as status, diff, log, branch and commit to an MCP client.
- github.com/cyanheads/obsidian-mcp-serverMCP ServersReads and writes notes in an Obsidian vault, supporting search, tags, frontmatter and file management.
- github.com/cyb3rmx/qu1cksc0peMCP ServersAnalyses suspicious binaries and documents, returning strings, imports, YARA matches and threat indicators to a client.
- github.com/cyclops-ui/mcp-cyclopsMCP ServersExposes Cyclops Kubernetes abstractions so an agent can inspect and manage application modules deployed to a cluster.
- github.com/czlonkowski/n8n-mcpMCP ServersGives the model n8n node schemas, documentation and workflow templates to build automations.
- github.com/Daghis/teamcity-mcpMCP ServersMCP server for JetBrains TeamCity: lists projects, triggers and cancels builds, reads failing tests and manages build agents. TypeScript.
- github.com/daniel3303/EquiblesMCP ServersServes SEC filings, XBRL financial statements and institutional holdings from an Equibles database to a client.
- github.com/danielmeppiel/oracle-mcp-serverMCP ServersMCP server for Oracle Database: runs queries, lists schemas, tables and views, and reports column metadata and row samples. Python.
- github.com/databrickslabs/mcpMCP ServersDatabricks Labs MCP servers expose Unity Catalog functions, vector search indexes and Genie spaces as tools, with each user's permissions enforced.
- github.com/datadog-labs/mcp-serverMCP ServersOfficial Datadog server, hosted at mcp.datadoghq.com, that queries logs, metrics, traces and incidents from an agent.
- github.com/datagouv/datagouv-mcpMCP ServersSearches and explores datasets on the French national open data portal and returns schema and sample rows to a client.
- github.com/datakoot/regulatory-intel-mcpMCP ServersExposes US Federal Register tools to search rules and notices, read orders and track agencies.
- github.com/datalayer/jupyter-mcp-serverMCP ServersRuns code in a Jupyter notebook kernel and reads the resulting cell outputs.
- github.com/datastax/astra-db-mcpMCP ServersExposes Astra DB collection tools for querying and writing JSON documents in a serverless database.
- github.com/datawiz168/mcp-snowflake-serviceMCP ServersMCP server that lets a language-model client run read-only SQL against Snowflake warehouses and receive the result sets.
- github.com/dbcls/togomcpMCP ServersMCP server from DBCLS that queries life-science knowledge graphs and maps gene, disease and protein identifiers for research questions
- github.com/dbt-labs/dbt-mcpMCP ServersRuns dbt commands and queries the dbt metadata graph: models, lineage, tests and run results.
- github.com/dddabtc/winremote-mcpMCP ServersPython MCP server for Windows offering more than forty tools for desktop automation, process management and file operations.
- github.com/DeepL/deepl-mcp-serverMCP ServersTranslates text and documents and reads glossaries with the official DeepL API server.
- github.com/delorenj/mcp-server-trelloMCP ServersReads and writes Trello boards, lists and cards, including moving cards between lists.
- github.com/dermatologist/pyomopMCP ServersManages OHDSI OMOP clinical data models and answers plain-text questions over the cohort tables for a client.
- github.com/desek/outlook-local-mcpMCP ServersLocal MCP server for Microsoft Outlook that exposes calendars, events and email through the Microsoft Graph API without a hosted intermediary.
- github.com/designcomputer/mysql_mcp_serverMCP ServersRuns SQL against MySQL: lists databases and tables, describes schemas and returns result rows.
- github.com/DeusData/codebase-memory-mcpMCP ServersLocal code intelligence MCP server that keeps a persistent graph of code, docs and infrastructure so an agent can query a repository across sessions
- github.com/devwhodevs/engraphMCP ServersLocal knowledge graph for AI agents with hybrid search, exposed as an MCP server that indexes an existing Obsidian vault.
- github.com/digitalocean/digitalocean-mcpMCP ServersDigitalOcean's official server for droplets, databases, apps and Kubernetes clusters.
- github.com/dinglebear-ai/unraidMCP ServersMCP server that queries and manages Unraid servers through the GraphQL API, covering system information, Docker containers and virtual machines.
- github.com/discostu105/loxMCP ServersControls a Loxone Miniserver with tools for switching, live state streams, statistics, energy flow and git-versioned configuration backups.
- github.com/disruption-hub/payloadcmsmcpMCP ServersWorks on a Payload CMS instance, letting a client read and create collections, globals and media through the Payload API.
- github.com/DMontgomery40/bambu-printer-mcpMCP ServersMCP server for Bambu Lab 3D printers covering STL manipulation, slicing through BambuStudio or Orca and print control.
- github.com/docdyhr/mcp-wordpressMCP ServersManages posts, pages, media and taxonomies on a WordPress site through the REST API, with credentials held by the client.
- github.com/docker/hub-mcpMCP ServersSearches Docker Hub repositories and tags and returns image metadata and pull counts to an LLM.
- github.com/docker/mcp-gatewayMCP ServersDocker's MCP Gateway that runs MCP servers as containers and exposes them behind a single managed endpoint.
- github.com/dockndevai/mcp-keycloakMCP ServersExposes Keycloak administration tools for realms, users, clients, roles and groups with guarded writes.
- github.com/dockndevai/mcp-ociMCP ServersExposes read-only Oracle Cloud Infrastructure discovery for resources, dependencies and inventory.
- github.com/dockndevai/mcp-openshiftMCP ServersExposes safe-by-default OpenShift and Kubernetes tools for pods, deployments, routes and cluster state.
- github.com/docling-project/docling-mcpMCP ServersMCP server over Docling that converts PDFs and office documents into structured markdown and JSON.
- github.com/doggybee/mcp-server-ccxtMCP ServersBridges the CCXT library to MCP clients for market data and trading calls across dozens of cryptocurrency exchanges.
- github.com/dograh-hq/dograhMCP ServersSelf-hosted voice AI platform, an alternative to Vapi and Retell, that ships an MCP server so agents can build and operate speech-to-speech telephony agents.
- github.com/domdomegg/airtable-mcp-serverMCP ServersConnects an LLM to Airtable bases to list, read, create and update records and inspect table schemas.
- github.com/dondai1234/master-fetchMCP ServersWeb-fetching MCP server with Cloudflare bypass, Trafilatura article extraction and smart routing for self-hosted use.
- github.com/doobidoo/mcp-memory-serviceMCP ServersMCP server for semantic long-term memory, storing notes in SQLite or Chroma and recalling them by similarity.
- github.com/drhelius/GearboyMCP ServersGame Boy emulator and debugger with an embedded MCP server so an agent can inspect and drive a running ROM.
- github.com/dtkmn/mcp-zap-serverMCP ServersGives a model a self-hosted OWASP ZAP operator for guided scans, findings, reports and scan guardrails.
- github.com/duanefields/weather-mcpMCP ServersReturns weather forecasts and historical climate data for a location through Open-Meteo tools for current, daily and hourly values.
- github.com/duty1g/x64dbg-mcp-serverMCP ServersNative MCP plugin for the x64dbg debugger that lets an assistant set breakpoints, read memory and step through a Windows binary
- github.com/dvdsosa/zotero-native-mcpMCP ServersReads and writes a local Zotero library offline, including items, collections, tags and attachments.
- github.com/dynamics365ninja/d365fo-mcp-serverMCP ServersChecks methods, fields, labels and form patterns against live Dynamics 365 Finance metadata before a client writes X++ code.
- github.com/dynatrace-oss/dynatrace-mcpMCP ServersQueries Dynatrace for problems, logs, metrics and traces and returns the observability data to a client in structured form.
- github.com/e2b-dev/mcp-serverMCP ServersRuns Python code in an isolated E2B cloud sandbox and returns stdout plus written files.
- github.com/eat-pray-ai/yutuMCP ServersCommand-line tool, MCP server and AI agent that automates YouTube workflows such as uploads and metadata edits.
- github.com/echelon-ai-labs/servicenow-mcpMCP ServersQueries and updates ServiceNow records and tables with tools for incidents, service catalogue items and scripted workflows.
- github.com/edgedelta/edgedelta-mcp-serverMCP ServersQueries Edge Delta anomalies, logs, patterns and events for observability investigations.
- github.com/edouard-claude/gryzzly-mcpMCP ServersExposes the Gryzzly time-tracking API so a model can log and query timesheet entries from plain language.
- github.com/eigenbau/mcp-snomed-ctMCP ServersMCP server for SNOMED CT concept lookup against any FHIR R4 terminology server, for use by MCP-capable assistants.
- github.com/EigenformAI/geocluster-mcpMCP ServersOffers about fifty exploration geoscience tools for cleaning, spatial joins, feature engineering, clustering and anomaly detection on drillhole and raster data.
- github.com/elastic/mcp-server-elasticsearchMCP ServersSearches Elasticsearch indices and inspects mappings and cluster health from a query.
- github.com/elevenlabs/elevenlabs-mcpMCP ServersElevenLabs' official MCP server for speech generation, voice cloning, transcription and audio isolation.
- github.com/embedded-society/altium-designer-mcpMCP ServersReads and writes Altium Designer component libraries, including footprints and schematic symbols.
- github.com/emporiaenergy/emporia-mcpMCP ServersReads Emporia Energy device data, exposing circuit-level power, usage history and cost tools for a home or small site.
- github.com/eniayomi/gcp-mcpMCP ServersMCP server that enables AI assistants such as Claude to interact with Google Cloud resources through MCP tools.
- github.com/epheterson/applemusic-mcpMCP ServersControls Apple Music, letting a client search the catalogue, edit playlists and start playback in the Music app.
- github.com/epicpast/nsipMCP ServersSearches the NSIP sheep database with tools to look up animals, compare estimated breeding values, rank flocks and plan matings.
- github.com/epiral/bb-browserMCP ServersCLI and MCP server that lets AI agents drive Chrome with the user's existing login state, reusing real sessions instead of a fresh automated profile.
- github.com/equalang/equalang-mcpMCP ServersMCP server for Equalang that translates PDF, DOCX, PPTX, XLSX, EPUB, subtitle, image, audio and video files.
- github.com/ergut/mcp-bigquery-serverMCP ServersQueries Google BigQuery datasets with tools that list datasets and tables and execute standard SQL statements.
- github.com/ergut/mcp-logseqMCP ServersConnects an LLM to a Logseq graph to search pages, read blocks and append new notes.
- github.com/ericzakariasson/pg-mcp-serverMCP ServersMCP server for PostgreSQL that gives Claude and other MCP clients read-only SQL query access to a database's schemas, tables and rows.
- github.com/erithwik/mcp-hnMCP ServersSearches Hacker News stories, comments and user profiles so an LLM can summarise current discussion.
- github.com/es617/serial-mcp-serverMCP ServersStateful serial port server over stdio that opens COM ports and reads or writes bytes for embedded and hardware work.
- github.com/espressif/esp-rainmaker-mcpMCP ServersExposes the ESP RainMaker cloud so an agent can list ESP32 nodes, read their parameters and send control commands.
- github.com/estevesjh/mcp-ads-arxivMCP ServersMCP server that reads scientific papers from LaTeX source rather than PDFs, with NASA ADS search, arXiv lookup and a local library.
- github.com/evalstate/mcp-hfspaceMCP ServersMCP server that calls Hugging Face Spaces, adding image generation, transcription and text tools to a client.
- github.com/evalstate/mcp-miroMCP ServersReads and bulk-creates items on Miro whiteboards for diagramming and workshop boards.
- github.com/exa-labs/exa-mcp-serverMCP ServersExa's MCP server offering neural web search, page content retrieval and code-context search tools.
- github.com/executeautomation/mcp-database-serverMCP ServersMCP server for SQLite, SQL Server and Postgres that lets an assistant inspect schemas, run queries and read results through one tool set
- github.com/executeautomation/mcp-playwrightMCP ServersPlaywright MCP server that automates browsers and REST API calls across Chromium, Firefox and WebKit.
- github.com/ExtraHop/agent-mcpMCP ServersExposes ExtraHop network telemetry with tools for device inventory, detections, metrics and packet-level investigation.
- github.com/ezh0v/weather-mcp-serverMCP ServersReturns current conditions and forecasts for a place from public weather APIs so a client can answer weather questions.
- github.com/ezhuk/mqtt-mcpMCP ServersPublishes and subscribes to MQTT topics on a broker for device and IoT messaging.
- github.com/Faixiang/Moodle-MCPMCP ServersMCP server for the Moodle Web Service API: reads courses, assignments, quizzes, grades and enrolled users. Written in Python.
- github.com/FalkorDB/falkordb-mcpMCP ServersGives an LLM read-only access to a FalkorDB graph database for querying nodes, relationships and graph schema.
- github.com/fastcrw/crwMCP ServersFast Rust web scraper and crawler that runs as an MCP server and returns Markdown from pages, giving an agent search and scrape in one binary
- github.com/fatwang2/search2aiMCP ServersA self-hosted search gateway that gives a client web search, news search and page extraction with provider fallback.
- github.com/faulkj/fhirHydrantMCP ServersNode-based FHIR MCP server with SMART Backend Services auth and metadata-aware search and CRUD tools.
- github.com/figma/mcp-server-guideMCP ServersFigma's guide repository documents its Dev Mode MCP server, which hands design context, variables and Code Connect mappings to a coding agent.
- github.com/financial-datasets/mcp-serverMCP ServersPulls income statements, balance sheets and cash-flow statements for US-listed companies.
- github.com/finereli/whatsapp-mcpMCP ServersRead-only MCP server that lets an AI agent search and read the user's own WhatsApp messages.
- github.com/firecrawl/firecrawl-mcp-serverMCP ServersScrapes, crawls and searches websites and returns page content as markdown for the model.
- github.com/Fireiscoolsolo/canvas-lms-mcp-serverMCP ServersSelf-hosted Canvas LMS tools for students covering courses, assignments, files, grades and submissions.
- github.com/fivetran/fivetran-mcpMCP ServersFivetran's MCP server reports connector and sync status, so an assistant can answer whether a pipeline ran or a connection has broken.
- github.com/Flux159/mcp-server-kubernetesMCP ServersMCP server for Kubernetes clusters with kubectl-style tools for pods, deployments, logs, Helm and contexts.
- github.com/freema/mcp-gsheetsMCP ServersTypeScript MCP server for Google Sheets that reads, writes and manipulates cells and ranges from an MCP client.
- github.com/furey/mongodb-lensMCP ServersJavaScript MCP server for MongoDB databases offering collection inspection, query execution and index listing.
- github.com/gannonh/firebase-mcpMCP ServersReads and writes Firestore documents, Auth users and Storage files for an LLM agent.
- github.com/gaopengbin/cesium-mcpMCP ServersControls a CesiumJS globe with camera flights, GeoJSON and 3D Tiles layers, markers and spatial analysis.
- github.com/gavelin-ai/mcpMCP ServersSearches US state bills and speaker-attributed legislative hearing transcripts across the fifty states.
- github.com/gbrigandi/mcp-server-cortexMCP ServersTalks to Cortex and TheHive so an agent can analyse observables and drive security incident response.
- github.com/GeLi2001/datadog-mcp-serverMCP ServersMCP server that interacts with the Datadog API to expose monitors, metrics and logs to an MCP client.
- github.com/genomoncology/biomcpMCP ServersBiomedical MCP server that queries clinical trial, variant and literature sources so an assistant can answer genomics and drug questions
- github.com/gensecaihq/pfsense-mcp-serverMCP ServersMCP server for pfSense: reads and edits firewall rules, aliases, NAT entries and VPN settings through the pfSense REST API. Python.
- github.com/Gentleman-Programming/engramMCP ServersAgent-agnostic memory binary using SQLite full-text search that stores decisions and findings an assistant can recall in later sessions
- github.com/gerred/mcp-server-replicateMCP ServersRuns Replicate hosted models from an LLM, including image generation and other predictions with status polling.
- github.com/getproxykit/proxykit-mcpMCP ServersDrives a local ProxyKit HTTP and HTTPS debugging proxy to inspect, filter and replay captured traffic.
- github.com/getsentry/MobileBuildMCPMCP ServersBuilds, runs and inspects iOS and macOS projects with Xcode tools, returning compiler errors and simulator output to a client.
- github.com/getsentry/toolkitMCP ServersMonorepo holding Sentry's MCP server, which exposes issues, events, traces and Seer analysis to MCP clients.
- github.com/ghchen99/mcp-musescoreMCP ServersControls MuseScore so a client can create scores, add notes and export notation files from a running session.
- github.com/gkhays/mcp-sbom-serverMCP ServersMCP server that scans project dependencies and produces a software bill of materials for supply-chain review.
- github.com/gleicon/mcp-osvMCP ServersMCP server that checks packages and dependencies against the OSV open-source vulnerability database for code security reviews.
- github.com/GLips/Figma-Context-MCPMCP ServersFetches Figma file and node layout data so the model can generate matching UI code.
- github.com/glommer/cachebroMCP ServersFile cache with diff tracking for coding agents, shipped as a drop-in MCP server that avoids re-sending unchanged file content.
- github.com/gomarble-ai/facebook-ads-mcp-serverMCP ServersMCP server that lets agents read and manage Facebook advertising campaigns, ad sets and performance metrics through the Meta Marketing API.
- github.com/GongRzhe/Gmail-MCP-ServerMCP ServersReads, searches, sends and labels Gmail messages and manages drafts and attachments.
- github.com/GongRzhe/Office-PowerPoint-MCP-ServerMCP ServersCreates, edits and analyses PowerPoint presentations through python-pptx, covering slides, shapes, tables and images.
- github.com/GongRzhe/Office-Word-MCP-ServerMCP ServersCreates and edits Word documents: paragraph text, tables, styles, images and properties.
- github.com/GongRzhe/REDIS-MCP-ServerMCP ServersRedis MCP server exposing key-value reads, key scans and data-structure commands to Claude Desktop and any other MCP client.
- github.com/google/mcpMCP ServersRepository of first-party Google MCP servers that expose Google Cloud, Workspace and Firebase services to an LLM agent.
- github.com/googleanalytics/google-analytics-mcpMCP ServersReads Google Analytics 4 reports, dimensions and metrics for an LLM client.
- github.com/googleapis/gcloud-mcpMCP ServersMCP server from Google that wraps the gcloud command-line tool so an assistant can run Cloud SDK commands.
- github.com/GoogleCloudPlatform/bigquery-remote-mcpMCP ServersRuns BigQuery SQL and lists datasets and tables for an LLM through a remote MCP endpoint.
- github.com/GoogleCloudPlatform/cloud-run-mcpMCP ServersDeploys container images and source code to Google Cloud Run and reads service logs.
- github.com/GoogleCloudPlatform/gke-mcpMCP ServersGoogle's GKE MCP server lists, inspects, creates and deletes Google Kubernetes Engine clusters and downloads the Cluster Toolkit repository.
- github.com/grafana-cold-storage/loki-mcpMCP ServersMCP server for Grafana Loki that runs LogQL queries and returns matching log streams to an assistant.
- github.com/grafana/mcp-grafanaMCP ServersGrafana's MCP server for dashboards, datasources, Prometheus and Loki queries, incidents and alert rules.
- github.com/grafana/mcp-k6MCP ServersMCP server for Grafana k6 that starts load tests, reads run status and returns script and metric results to an LLM client. Written in Go.
- github.com/graphlit/graphlit-mcp-serverMCP ServersIngests content from Slack, Discord, Google Drive, Linear and GitHub into Graphlit and exposes search over it.
- github.com/GreatScottyMac/context-portalMCP ServersContext Portal (ConPort) is an MCP memory-bank server that builds a project-specific knowledge graph from notes, decisions and task records.
- github.com/GreptimeTeam/greptimedb-mcp-serverMCP ServersQueries GreptimeDB time-series tables with SQL and PromQL and returns metrics to an LLM.
- github.com/growthbook/growthbook-mcpMCP ServersReads GrowthBook feature flags, experiments and results for an LLM client.
- github.com/gyoridavid/short-video-makerMCP ServersMCP server and REST API that generates short vertical videos for TikTok, Reels and YouTube Shorts from a prompt.
- github.com/gzchenhao/openhireMCP ServersSearches employer ATS job listings from Greenhouse, Lever, Ashby and Beisen and verifies posting freshness.
- github.com/Hack23/European-Parliament-MCP-ServerMCP ServersMCP server that queries European Parliament open data for political intelligence, letting agents retrieve members, votes and legislative documents.
- github.com/haison8x/geogebra-mcpMCP ServersDraws and edits plane-geometry constructions in GeoGebra and returns object state for verification.
- github.com/Handwriting-OCR/handwriting-ocr-mcp-serverMCP ServersMCP server that runs handwriting OCR, converting scanned and photographed handwriting into machine-readable text.
- github.com/hangwin/mcp-chromeMCP ServersChrome-extension MCP server that exposes the user's own logged-in browser tabs as tools for navigation, form filling, screenshots and page text extraction.
- github.com/hannesrudolph/mcp-ragdocsMCP ServersMCP server that stores and retrieves documentation through vector search so assistants can ground answers in project docs and crawled web pages.
- github.com/hanweg/mcp-pdf-toolsMCP ServersReads, splits, merges, rotates and extracts text and images from PDF files so a client can work on documents directly.
- github.com/haris-musa/excel-mcp-serverMCP ServersCreates and edits Excel workbooks: sheets, formulas, charts, formatting and data validation.
- github.com/harsha-iiiv/openapi-mcp-generatorMCP ServersGenerates a working server from any OpenAPI document so a client can call each documented REST endpoint as a tool.
- github.com/HasData/booking-mcpMCP ServersSearches Booking.com stays and returns full property details such as rooms, prices, ratings and policies as JSON.
- github.com/hasdata/google-flights-mcpMCP ServersExposes a hosted Google Flights tool returning itineraries for one-way, round-trip and multi-city searches.
- github.com/hasdata/google-trends-mcpMCP ServersExposes a hosted Google Trends tool returning interest over time and region plus rising queries.
- github.com/hashicorp/terraform-mcp-serverMCP ServersLooks up Terraform Registry providers, modules and policies and inspects workspaces.
- github.com/hashicorp/vault-mcp-serverMCP ServersConnects an LLM to HashiCorp Vault to browse secret engines, read secrets and inspect policy configuration.
- github.com/hbg/mcp-flag-sweeperMCP ServersPython MCP server that finds and removes stale feature-flag references, using a flags.json file as the source of truth.
- github.com/healthchainai/healthchainMCP ServersExposes typed FHIR tools to build, read and validate clinical resources against live FHIR APIs.
- github.com/healthymind-tech/Taiwan-Health-MCPMCP ServersCovers FHIR R4 and TW Core validation, ICD-10 and SNOMED coding, drug data and clinical calculators for a client working with health records.
- github.com/hekmon8/Homeassistant-server-mcpMCP ServersMCP server for Home Assistant that lets an assistant read entity states and call services on a smart-home installation.
- github.com/hekmon8/Jenkins-server-mcpMCP ServersConnects an LLM client to a Jenkins controller to list jobs, read build logs and console output, and trigger or stop builds. TypeScript.
- github.com/heroku/heroku-mcp-serverMCP ServersManages Heroku apps, dynos, add-ons and logs from an LLM through the Heroku CLI.
- github.com/hlydecker/ucsc-genome-mcpMCP ServersWraps the UCSC Genome Browser API so a model can list genomes and chromosomes and query tracks.
- github.com/homeassistant-ai/ha-mcpMCP ServersMCP server for Home Assistant that lets assistants inspect entities, call services, read states and history, and automate a running smart-home instance.
- github.com/honeycombio/honeycomb-mcpMCP ServersHoneycomb's MCP server letting assistants query datasets, SLOs, triggers and boards, and cross-reference production traces against the codebase.
- github.com/horw/esp-mcpMCP ServersRuns ESP-IDF build, flash and serial monitor commands for ESP32-series firmware projects.
- github.com/hostinger/api-mcp-serverMCP ServersManages Hostinger VPS instances, domains and DNS records on behalf of an LLM through Hostinger's API.
- github.com/huggingface/hf-mcp-serverMCP ServersSearches Hugging Face models, datasets and Spaces and reads their metadata.
- github.com/hustcc/mcp-mermaidMCP ServersGenerates and validates Mermaid diagrams, returning rendered SVG or PNG images.
- github.com/HutsonLabs/matrix-mcp-serverMCP ServersServer that sends and reads messages in Matrix rooms, including self-hosted and end-to-end encrypted deployments.
- github.com/hyl64/jlcmcpMCP ServersMCP server for JLCEDA (EasyEDA) Pro exposing 59 tools for schematic and PCB automation, autorouting, DRC repair and design health reports.
- github.com/hyperb1iss/droidmindMCP ServersControls and inspects Android devices over ADB for UI automation, app management and system analysis.
- github.com/hyperb1iss/lucidity-mcpMCP ServersAnalyses staged git changes across ten quality dimensions including complexity, error handling and security.
- github.com/hyperbrowserai/mcpMCP ServersOpens cloud browser sessions with Hyperbrowser and extracts page content for an LLM.
- github.com/I-CAN-hack/pdf-mcpMCP ServersPDF MCP server with page image rendering that helps an agent search datasheets and manuals for the right page.
- github.com/IBM/mcp-context-forgeMCP ServersAI gateway, registry and proxy that fronts MCP, A2A and REST APIs behind a single governed endpoint.
- github.com/iceener/maps-streamable-mcp-serverMCP ServersStreamable MCP server for Google Maps that exposes Places and Routes API lookups, written in TypeScript on the Hono framework.
- github.com/icloud-calendar-mcp/icloud-calendar-mcpMCP ServersMCP server for iCloud Calendar written in Kotlin for the JVM, letting an assistant list, create and edit events on Apple calendar accounts.
- github.com/iconben/z-image-studioMCP ServersCommand-line tool, web interface and MCP server for the Z-Image-Turbo text-to-image model, covering prompt entry and local generation runs.
- github.com/idfkit/idfkit-mcpMCP ServersRuns EnergyPlus building energy simulations with tools to edit IDF models, launch runs and read result tables.
- github.com/idosal/git-mcpMCP ServersServes any public GitHub repository's documentation through gitmcp.io so the model can query it.
- github.com/ihor-sokoliuk/mcp-searxngMCP ServersQueries a self-hosted SearXNG instance for web search results, titles, URLs and snippets.
- github.com/IHTSDO/snowstorm-mcp-serverMCP ServersSNOMED International MCP server that queries SNOMED CT concepts, descriptions and relationships through a Snowstorm terminology server. Python.
- github.com/ilhamfp/pasalMCP ServersIndonesian legal platform with an MCP server and REST API that exposes laws and regulations for grounded answers.
- github.com/IlyaGusev/academia_mcpMCP ServersAcademia MCP server that bundles tools for automated scientific research, including literature search and paper handling.
- github.com/imbenrabi/Financial-Modeling-Prep-MCP-ServerMCP ServersMCP implementation for the Financial Modeling Prep API that exposes quotes, statements and company fundamentals to assistants.
- github.com/InditexTech/mcp-teams-serverMCP ServersConnects an LLM to Microsoft Teams channels and chats to read, send and reply to messages and mention members.
- github.com/infinitimeless/LMStudio-MCPMCP ServersBridge to a locally running LM Studio API that checks server health, lists loaded models and sends prompts to them.
- github.com/Infisical/infisical-mcp-serverMCP ServersConnects an LLM to Infisical secret management to list projects, read secrets and manage environment configuration.
- github.com/influxdata/influxdb3_mcp_serverMCP ServersInfluxData's MCP server for InfluxDB 3 runs SQL and InfluxQL queries, writes line protocol, and lists databases and measurement schemas.
- github.com/instana/mcp-instanaMCP ServersReads IBM Instana application performance data, incidents and traces for an LLM.
- github.com/intercom/intercom-mcp-serverMCP ServersReads Intercom conversations, contacts and help centre articles for an LLM support assistant.
- github.com/intuit/quickbooks-online-mcp-serverMCP ServersQueries QuickBooks Online customers, invoices, payments and reports for an LLM client.
- github.com/invariantlabs-ai/invariantMCP ServersGuardrails gateway for agent development that proxies MCP traffic and enforces policy checks on tool calls, prompts and responses in real time.
- github.com/ipgeolocation/ipgeolocation-io-mcpMCP ServersExposes seventeen IP geolocation tools covering country, city, ASN, company and network attributes.
- github.com/isaaccorley/planetary-computer-mcpMCP ServersSearches the Planetary Computer STAC API and downloads satellite scenes with tools for collection and asset discovery.
- github.com/isaacphi/mcp-language-serverMCP ServersExposes LSP features as tools: definitions, references, diagnostics, rename and hover.
- github.com/isaacwasserman/mcp-snowflake-serverMCP ServersMCP server that runs read and insert queries against Snowflake and exposes schema insight tools to MCP clients.
- github.com/isaacwasserman/mcp-vegalite-serverMCP ServersSaves tabular data and renders Vega-Lite chart specifications from it, returning image output for the client.
- github.com/isakskogstad/Skolverket-MCPMCP ServersMCP server over open data from Sweden's national education agency, covering school units, statistics and course information.
- github.com/isdaniel/mcp_weather_serverMCP ServersReturns current weather and multi-day forecasts from the Open-Meteo API without an account, so a client can answer conditions for any coordinates.
- github.com/IvanMurzak/Unity-MCPMCP ServersExposes Unity Engine editor and runtime APIs to an LLM as MCP tools, including any C# method turned into a tool.
- github.com/ivnvxd/mcp-server-odooMCP ServersMCP server for Odoo ERP: searches and creates records, and reads partners, invoices, products and inventory data. Written in Python.
- github.com/iwe-org/iweMCP ServersRust tool that keeps a Markdown knowledge graph as a language server for editors, with a CLI and MCP memory for agents.
- github.com/JackKuo666/PubMed-MCP-ServerMCP ServersSearches PubMed and Europe PMC literature, returning paper metadata, abstracts and full text to an LLM.
- github.com/jacob-bd/gemini-notebook-mcp-cliMCP ServersCLI plus MCP server that gives assistants programmatic access to Gemini Notebook, so they can query notebooks and pull grounded, cited answers.
- github.com/jae-jae/fetcher-mcpMCP ServersMCP server that fetches and extracts web page content with a headless Playwright browser and returns cleaned markdown to the model.
- github.com/jagan-shanmugam/open-streetmap-mcpMCP ServersExposes OpenStreetMap services for geocoding, nearby place search, routes and distances.
- github.com/jamesanz/medical-mcpMCP ServersQueries FDA, WHO, PubMed, Google Scholar and drug databases for clinical and pharmaceutical information.
- github.com/JamsusMaximus/trainingpeaks-mcpMCP ServersReads TrainingPeaks workouts, planned sessions and fitness metrics so a client can review an athlete's training load.
- github.com/janwilmake/openapi-mcp-serverMCP ServersTurns any OpenAPI specification into callable tools so an agent can search endpoints and issue REST requests.
- github.com/jasonwilbur/oci-pricing-mcpMCP ServersLooks up Oracle Cloud Infrastructure pricing and cost data for regions, shapes and services.
- github.com/jdamcd/gtfs-mcpMCP ServersAnswers transit questions from GTFS schedules and GTFS-RT feeds with tools for next arrivals, stop lists and service alerts.
- github.com/jenkinsci/mcp-server-pluginMCP ServersReads Jenkins jobs, builds and console output and can trigger a build for an LLM client.
- github.com/jerhadf/linear-mcp-serverMCP ServersCreates, updates and searches Linear issues, projects and teams via the Linear API.
- github.com/JetBrains/mcp-jetbrainsMCP ServersMCP server that lets an assistant drive JetBrains IDEs such as IntelliJ and PyCharm, reading files and running IDE actions in the open project
- github.com/jina-ai/MCPMCP ServersJina AI's official remote MCP server reads web pages and PDFs into clean markdown and runs web searches for an assistant.
- github.com/jjsantos01/qgis_mcpMCP ServersDrives a running QGIS project: add layers, run processing algorithms and render map images.
- github.com/jkawamoto/mcp-youtube-transcriptMCP ServersMCP server that retrieves transcripts of YouTube videos so an assistant can summarise or quote a talk without downloading the video
- github.com/jmrplens/gitlab-mcp-serverMCP ServersGo GitLab MCP server that reaches GitLab actions through dynamic find and execute tools, with stdio, HTTP and OAuth modes.
- github.com/joenorton/comfyui-mcp-serverMCP ServersLightweight Python MCP server that drives a local ComfyUI instance so an assistant can start image generation workflows.
- github.com/johnhuang316/code-index-mcpMCP ServersIndexes a local codebase with persistent embeddings and answers symbol and file searches so a client reads less source.
- github.com/johnstenner/LoopnetMCPMCP ServersSearches LoopNet commercial real estate listings with tools for property filters, pricing, size and broker details.
- github.com/jonashertner/opencaselawMCP ServersOpen Swiss legal corpus with an MCP server over one million court decisions, federal statutes and a citation graph. Written in Python.
- github.com/joooook/12306-mcpMCP ServersSearches China Railway tickets, returning train numbers, departure times, seat classes and remaining seats for a client.
- github.com/Jordan-Jarvis/jenkins-mcp-enterpriseMCP ServersMCP server for Jenkins that adds multi-instance management, build debugging and job control for continuous-integration troubleshooting.
- github.com/joshrotenberg/cratesio-mcpMCP ServersRust MCP server that queries crates.io for crate metadata, published versions and reverse dependencies.
- github.com/jparkerweb/mcp-sqliteMCP ServersNode MCP server for SQLite with table creation, row CRUD and full-text search tools over a local database file.
- github.com/Jpisnice/shadcn-ui-mcp-serverMCP ServersMCP server that gives models context on shadcn/ui component structure, usage and installation for front-end work.
- github.com/jsdelivr/globalping-mcp-serverMCP ServersRuns Globalping network probes such as ping, traceroute and DNS lookups for an LLM.
- github.com/jsonallen/perplexity-mcpMCP ServersPerforms web search through the Perplexity API and returns cited answers as context for an LLM.
- github.com/julien040/anyqueryMCP ServersSQL engine and MCP server that queries more than sixty tools, including GitHub, Notion and Airtable, from any LLM.
- github.com/juliensimon/cache-commanderMCP ServersRust terminal UI and MCP server that scans developer cache directories for known CVEs, outdated packages and reclaimable disk space.
- github.com/Juniper/junos-mcp-serverMCP ServersJuniper Networks MCP server that runs Junos CLI commands and reads device configuration and state over NETCONF. Written in Python.
- github.com/jwadow/mcp-excelMCP ServersPython MCP server that analyses and edits Excel workbooks through atomic cell and range operations instead of loading whole sheets.
- github.com/jztan/pdf-mcpMCP ServersIndexes one PDF or a folder of PDFs and answers questions with page-level citations taken from the indexed text.
- github.com/kagisearch/kagimcpMCP ServersConnects an LLM to Kagi Search and its summariser for web search results and page summaries.
- github.com/kajuberdut/epub-mcpMCP ServersOpens EPUB books with tools for library listing, chapter tables of contents, chapter text and full-book search.
- github.com/karust/openserpMCP ServersSelf-hosted search MCP server that queries Google, Bing, Yandex, Baidu, DuckDuckGo and Ecosia through a real browser.
- github.com/kerlenton/mcpsnoopMCP ServersTransparent proxy between an MCP client and server that displays every call live in a terminal interface, in the manner of a protocol sniffer.
- github.com/kestra-io/mcp-server-pythonMCP ServersKestra's Python MCP server that lets agents list, run and inspect Kestra flows and executions as tools inside AI agents.
- github.com/kevinwatt/mcp-server-searxngMCP ServersMCP server that queries a SearXNG instance for privacy-focused meta search across many engines and returns ranked results.
- github.com/kiliczsh/mcp-mongo-serverMCP ServersTypeScript MCP server for MongoDB that lists collections, runs queries and inspects document schemas.
- github.com/Kiln-AI/KilntainersMCP ServersMCP server that gives each agent an ephemeral Linux sandbox for running shell commands, with a fresh container per session.
- github.com/kimtaeyoon83/mcp-server-youtube-transcriptMCP ServersMCP server that downloads transcripts of YouTube videos so an assistant can read and quote video content as text.
- github.com/kitfunso/luminusMCP ServersReports live European and UK electricity demand, generation mix and wholesale prices through grid data tools.
- github.com/knight60/arcgis-pro-mcpMCP ServersDrives an open ArcGIS Pro project through layers, attributes, selections, symbology and layout operations.
- github.com/KnockOutEZ/wigoloMCP ServersLocal-first MCP server giving coding agents one interface for web search, page fetch, crawling and research, with no API keys and no cloud dependency.
- github.com/kontext-security/browser-use-mcp-serverMCP ServersRuns browser-use automation in a sandboxed Playwright browser and returns screenshots and DOM.
- github.com/kopfrechner/gitlab-mr-mcpMCP ServersMCP server focused on GitLab merge requests and issues, so an assistant can fetch diffs, comment and update review state in a project
- github.com/korotovsky/slack-mcp-serverMCP ServersSlack MCP server with stdio, SSE and HTTP transports, supporting both bot tokens and user-session tokens.
- github.com/ksaitor/gsc-mcpMCP ServersMCP server for Google Search Console that pulls search analytics, URL inspection and sitemap data for SEO work.
- github.com/ksturgeon-td/tdsql-mcpMCP ServersMCP server for Teradata Vantage that executes SQL, describes tables and returns query plans and row counts to an LLM client. Python.
- github.com/ktanaka101/mcp-server-duckdbMCP ServersConnects an MCP client to a local DuckDB file so the assistant can run SQL queries, inspect schemas and explore analytical tables.
- github.com/kujenga/zotero-mcpMCP ServersConnects an LLM to a Zotero reference library to search items, read metadata and fetch attachments.
- github.com/kukapay/modbus-mcpMCP ServersStandardises Modbus register data and exposes read and write operations to industrial devices.
- github.com/kukapay/opcua-mcpMCP ServersExposes read_opcua_node, write_opcua_node, browse_nodes and multi-node read and write tools for live values on OPC UA industrial servers.
- github.com/kunwarVivek/mcp-github-project-managerMCP ServersMCP server for GitHub project management covering issues, pull requests, milestones and project board actions through tool calls.
- github.com/lamaalrajih/kicad-mcpMCP ServersInspects KiCad projects: schematics, PCB footprints and nets for electronics review.
- github.com/lanbaoshen/mcp-jenkinsMCP ServersDrives a Jenkins controller: lists jobs, reads build logs, triggers builds and fetches test reports over the Jenkins remote API.
- github.com/langcare/langcare-mcp-fhirMCP ServersGo MCP server for FHIR-based electronic medical record systems, written for deployment inside agent platforms.
- github.com/langfuse/mcp-server-langfuseMCP ServersReads Langfuse traces, prompts, datasets and scores so an LLM can inspect application runs.
- github.com/laravel/boostMCP ServersServes Laravel documentation, versioned API references and framework conventions to an LLM coding agent.
- github.com/lastmile-ai/mcp-agentMCP ServersFramework for building agents on the Model Context Protocol using simple composable workflow patterns such as routing, parallel fan-out and evaluators.
- github.com/launchdarkly/mcp-serverMCP ServersOfficial LaunchDarkly server for listing feature flags, reading targeting rules and toggling rollouts across projects.
- github.com/LaurieWired/GhidraMCPMCP ServersMCP server plugin for Ghidra that lets assistants decompile functions, list symbols, rename methods and read strings from a loaded binary.
- github.com/lawchat-oss/mcp-taiwan-legal-dbMCP ServersQueries judgments and the national statute database so a client can retrieve a ruling or an article of law with its citation.
- github.com/LBNL-ETA/EnergyPlus-MCPMCP ServersRuns EnergyPlus building simulations and returns the energy results, so a client can test a building model.
- github.com/lex-api/lexapi-mcpMCP ServersExposes EUR-Lex legislation parsed to article level, CJEU case law and EU legal search.
- github.com/lgazo/drawio-mcp-serverMCP ServersCreates and edits draw.io diagrams, with an openable live view and XML export.
- github.com/lharries/whatsapp-mcpMCP ServersConnects an LLM to WhatsApp to search chats, read messages and send replies through a local bridge.
- github.com/livehybrid/splunk-mcpMCP ServersRuns Splunk searches and returns results from indexes, so a client can investigate logs and security events.
- github.com/liyux3/scholar-mcpMCP ServersFederated academic search across OpenAlex, Semantic Scholar, arXiv and PubMed.
- github.com/llnl/paraview_mcpMCP ServersParaView MCP integration that lets multimodal models drive scientific visualisation through natural-language control.
- github.com/localstack/localstack-mcp-serverMCP ServersRuns AWS API calls against a LocalStack sandbox and exposes tools to inspect and manage emulated services.
- github.com/longevity-genie/biothings-mcpMCP ServersQueries the BioThings APIs for gene, variant, drug and taxonomy annotations.
- github.com/longevity-genie/gget-mcpMCP ServersWraps the gget bioinformatics library for genomics, transcriptomics and reference database queries.
- github.com/longportapp/longport-mcpMCP ServersExposes LongPort OpenAPI market data, quotes and trading operations for brokerage accounts.
- github.com/loryanstrant/ESPHome-MCPMCP ServersMCP server for ESPHome that lists devices and nodes, reads sensor states and entity values, and edits device configuration. Python.
- github.com/louistrue/ifcx-mcpMCP ServersAuthors IFC5 and IFCX building models with tools for spatial structures, geometry, materials, classifications and glTF preview export.
- github.com/lubosstrejcek/victron-tcpMCP ServersReads Victron GX solar, battery, grid and inverter values over Modbus TCP and MQTT on the local network with no cloud account needed.
- github.com/lucashild/mcp-server-bigqueryMCP ServersProvides schema inspection and read queries against Google BigQuery datasets.
- github.com/lucidsoftware/lucid-mcp-serverMCP ServersCreates and reads Lucidchart diagrams and Lucidspark boards for an LLM client.
- github.com/LuiccianDev/vulcan-mcpMCP ServersConnects Vulcan geological modelling data, exposing block models, drillholes and 3D CAD objects as queryable tools for mine planning.
- github.com/lwsinclair/IoT-Edge-MCP-ServerMCP ServersUnifies MQTT sensors, Modbus devices and PLC tags behind tools for real-time monitoring, alarm listing, time-series queries and actuator writes.
- github.com/lyonzin/knowledge-ragMCP ServersLocal RAG server for MCP clients that indexes documents with hybrid BM25 and vector search and answers retrieval calls over your own files
- github.com/mac8005/xiaozhi-mcp-haMCP ServersHome Assistant custom integration that connects a Xiaozhi ESP32 voice assistant to Home Assistant over MCP.
- github.com/mahdin75/geoserver-mcpMCP ServersConnects a model to the GeoServer REST API for workspaces, layers, styles and feature queries.
- github.com/mailgun/mailgun-mcp-serverMCP ServersSends email through Mailgun and reads domain and delivery statistics for an LLM.
- github.com/makenotion/notion-mcp-serverMCP ServersNotion's official MCP server, letting a client read and write pages, databases and blocks through the Notion API.
- github.com/makeplane/plane-mcp-serverMCP ServersManages Plane projects, work items, cycles and comments for an LLM project assistant.
- github.com/mamertofabian/elevenlabs-mcp-serverMCP ServersPython MCP server for ElevenLabs that generates speech, lists available voices and saves audio files to local disk.
- github.com/mamertofabian/mcp-everything-searchMCP ServersFile search server that queries the Everything index on Windows and native search backends on macOS and Linux, returning paths.
- github.com/manusa/podman-mcp-serverMCP ServersContainer server for Podman that lists, starts, stops and inspects containers, images, pods and networks on the local host.
- github.com/mapbox/mcp-serverMCP ServersGeocoding, directions, isochrones and map imagery from Mapbox's official developer MCP server.
- github.com/marcelmarais/spotify-mcp-serverMCP ServersLightweight MCP server that connects MCP clients to Spotify for playback control, search and playlist edits.
- github.com/mario-andreschak/mcp-abap-abap-adt-apiMCP ServersReaches an SAP system through the ABAP Development Tools API so a client can read, create and activate ABAP objects.
- github.com/mario-andreschak/mcp-sap-guiMCP ServersMCP server that drives the SAP GUI for Windows to read screens and tables and fill fields inside SAP transactions. Written in Python.
- github.com/mario-andreschak/mcp-windows-desktop-automationMCP ServersCommunity server for an interactive Windows x64 desktop exposing about fifty AutoIt tools, seven prompts and PNG screenshots over stdio.
- github.com/mark3labs/mcp-filesystem-serverMCP ServersRead, write, move and search files on allowed local roots; Go binary, stdio transport.
- github.com/mark3labs/mcp-goMCP ServersGo implementation of the Model Context Protocol for building MCP servers and clients.
- github.com/MarkusPfundstein/mcp-obsidianMCP ServersReads and writes notes and frontmatter in a local Obsidian vault through the REST plugin.
- github.com/massive-com/mcp_massiveMCP ServersProvides financial market data from Massive to an LLM, including prices, aggregates and reference data.
- github.com/mateecs/edi-mcp-serverMCP ServersParses, validates and converts EDI documents such as X12 and EDIFACT into readable structures as agent-callable tools.
- github.com/matlab/matlab-mcp-serverMCP ServersRuns MATLAB code and functions and returns numerical results and figures to an LLM.
- github.com/matsjfunke/paperclipMCP ServersMCP server for searching and retrieving research papers, giving an assistant a small tool set for literature lookup and abstract reading
- github.com/Mattlo0546/moodle-mcpMCP ServersMCP server for Moodle that surfaces courses, deadlines, materials and lecture-slide downloads to Claude, Codex and Cursor.
- github.com/mbailey/voicemodeMCP ServersLocal voice conversation: Whisper speech-to-text and Kokoro text-to-speech over MCP.
- github.com/mbeps/excel-mcpMCP ServersPython server for Excel and CSV workbooks with sixty-nine tools covering formatting, charts, ETL and statistical analysis.
- github.com/mberg/kokoro-tts-mcpMCP ServersMCP server that speaks text with the Kokoro text-to-speech model and writes the resulting audio to a local file.
- github.com/mcp-brasil/mcp-brasilMCP ServersPublishes around seventy Brazilian public APIs, from postal codes to company registries, as tools a client can call.
- github.com/MCP-UI-Org/mcp-uiMCP ServersTypeScript SDK and protocol extension for rendering interactive UI components that MCP servers return to a client.
- github.com/mcp-use/mcp-useMCP ServersOpen-source fullstack framework for building MCP servers and MCP Apps for ChatGPT, Claude and other agent clients, with a TypeScript SDK and inspector.
- github.com/mcp2everything/mcp2mqttMCP ServersBridge that converts MCP calls into MQTT messages so an LLM can control smart-home devices, robots and other hardware.
- github.com/mcpdotdirect/evm-mcp-serverMCP ServersReads balances, tokens, contracts and transactions on EVM chains and can send signed transactions for a client.
- github.com/MCPJam/inspectorMCP ServersTesting and evaluation platform to chat with, inspect and debug MCP servers, MCP apps and ChatGPT apps.
- github.com/mcpjungle/MCPJungleMCP ServersSelf-hosted MCP gateway that registers, manages and connects many MCP servers from one place for agent clients.
- github.com/mdn/mcpMCP ServersSearches MDN Web Docs pages and returns reference content for web platform APIs to an LLM.
- github.com/meilisearch/meilisearch-mcpMCP ServersSearches, indexes and manages Meilisearch documents and settings through MCP tools for an LLM.
- github.com/mem0ai/mem0-mcpMCP ServersMem0's MCP server that stores and retrieves persistent user memories across a conversation or across sessions.
- github.com/MemoriLabs/MemoriMCP ServersOpen-source memory engine whose MCP endpoint lets an agent store and recall project conventions and preferences across sessions.
- github.com/merajmehrabi/puppeteer-mcp-serverMCP ServersAutomates Chrome through Puppeteer from an LLM, covering navigation, clicks, form entry and screenshots.
- github.com/metatool-ai/metamcpMCP ServersMCP aggregator that runs many MCP servers behind one endpoint and lets clients group and share them.
- github.com/MeterLong/MCP-DocMCP ServersFastMCP server that creates, opens, edits and saves Word .docx files, inserting and deleting formatted content on request.
- github.com/metoro-io/mcp-golangMCP ServersGo library for writing Model Context Protocol servers with typed tool definitions and stdio or HTTP transports.
- github.com/metoro-io/metoro-mcp-serverMCP ServersQueries Kubernetes environments monitored by Metoro for service health, logs, metrics and traces.
- github.com/mhenry3164/twenty-crm-mcp-serverMCP ServersMCP server for Twenty CRM enabling natural-language queries and updates against records, pipelines and notes.
- github.com/microsoft/azure-devops-mcpMCP ServersOfficial Microsoft MCP server for Azure DevOps, exposing work item, repository, pipeline and wiki operations to coding agents
- github.com/microsoft/mcpMCP ServersMicrosoft's Azure MCP Server exposes subscriptions, resource groups and Azure service operations as tools an LLM can call.
- github.com/microsoft/playwright-mcpMCP ServersMicrosoft's Playwright MCP server, driving a browser through accessibility snapshots so the model needs no vision.
- github.com/microsoft/powerbi-modeling-mcpMCP ServersMicrosoft's Power BI Modeling MCP server reads semantic model tables, measures and relationships and applies edits through the modeling APIs.
- github.com/MicrosoftDocs/mcpMCP ServersSearches Microsoft Learn documentation and returns official reference pages to an LLM.
- github.com/MikkoParkkola/trvlMCP ServersSearches flights, hotels, trains, ferries and car hire through public endpoints and returns priced options to a client.
- github.com/miku1130/wps-editor-mcpMCP ServersMCP server that lets an AI assistant edit Word, Excel and PowerPoint documents through WPS Office.
- github.com/mims-harvard/ToolUniverseMCP ServersLoads hundreds of scientific tools covering omics, chemistry and clinical data for an LLM.
- github.com/minhyeoky/mcp-server-ledgerMCP ServersQueries Ledger CLI double-entry accounting journals for balances, registers and reports.
- github.com/MiniMax-AI/MiniMax-MCPMCP ServersOfficial MiniMax MCP server that calls text-to-speech, image generation and video generation APIs from an assistant session
- github.com/mixelpixx/KiCAD-MCP-ServerMCP ServersKiCad MCP server that lets an LLM create and inspect schematics, place footprints, run design-rule checks and export production files for PCB design.
- github.com/mobile-next/mobile-mcpMCP ServersDrives iOS simulators and Android emulators, reading UI trees and tapping elements for an LLM.
- github.com/modelcontextprotocol/python-sdkMCP ServersOfficial Python SDK for building Model Context Protocol servers and clients, with both stdio and HTTP transports.
- github.com/modelcontextprotocol/registryMCP ServersCommunity-driven registry service for MCP servers, shipped as a self-hostable server that publishes and resolves server metadata over the official registry API.
- github.com/modelcontextprotocol/rust-sdkMCP ServersOfficial Rust SDK for building Model Context Protocol servers and clients, with asynchronous transports.
- github.com/modelscope/FunASRMCP ServersSpeech recognition toolkit that serves ASR, voice activity detection and speaker diarization models, including an MCP endpoint for agents.
- github.com/mondaycom/mcpMCP ServersConnects an LLM to monday.com boards to read items, create and update records and query workspace data.
- github.com/mongodb-developer/mongodb-mcp-serverMCP ServersRead-only MongoDB MCP server that lets an LLM list databases and collections and inspect documents through MCP tools.
- github.com/mongodb-js/mongodb-mcp-serverMCP ServersMongoDB's official MCP server for querying collections, inspecting schemas and managing Atlas projects and clusters.
- github.com/montumodi/mongodb-atlas-mcp-serverMCP ServersWraps the MongoDB Atlas API so an agent can manage clusters, projects, users and database deployments.
- github.com/moonlin1213/cove-book-forge-mcpMCP ServersMCP server that turns PDF and EPUB books into cached AI analysis and Obsidian notes, packaged as installable agent skills.
- github.com/motherduckdb/mcp-server-motherduckMCP ServersQueries local DuckDB files and MotherDuck databases with SQL, including CSV and Parquet files.
- github.com/mozilla/firefox-devtools-mcpMCP ServersConnects an LLM to a Firefox session's console, network requests and DOM state for debugging.
- github.com/mpeirone/zabbix-mcp-serverMCP ServersMCP server for Zabbix that exposes hosts, problems, triggers and metrics through one unified toolset for monitoring assistants.
- github.com/mrexodia/ida-pro-mcpMCP ServersExposes IDA Pro disassembly, functions and decompiled code to an LLM for binary analysis.
- github.com/mrkrsl/web-search-mcpMCP ServersLocally hosted web search MCP server built for local LLMs, combining search results with page fetching.
- github.com/msrbuilds/elementor-mcpMCP ServersManages a WordPress site through its REST API, covering pages, posts, media and Elementor layouts from a client.
- github.com/mymedi-ai/mymedi-ai-mcp-serverMCP ServersExposes medical billing tools for ICD-10, CPT and HCPCS lookup, prior authorisation and claim validation.
- github.com/nagametw/mcp-server-malcolmMCP ServersSearches and aggregates Malcolm network traffic captures for threat hunting and protocol analysis.
- github.com/nailuoGG/anki-mcp-serverMCP ServersMCP server for Anki through AnkiConnect: creates and searches notes, manages decks and note types, and reviews due cards. TypeScript.
- github.com/needle-ai/needle-mcpMCP ServersSearches a Needle cloud collection of documents and returns the matching passages, so a client can answer from indexed files.
- github.com/negokaz/excel-mcp-serverMCP ServersReads and writes Excel .xlsx sheets and cells without Excel installed; stdio, Node.
- github.com/neiltron/apple-health-mcpMCP ServersLocal-first MCP server that answers questions about sleep, workouts, activity and heart data from an exported Apple Health database.
- github.com/neka-nat/freecad-mcpMCP ServersDrives FreeCAD from an LLM to create and modify 3D parts, run scripts and export models.
- github.com/neo4j-contrib/mcp-neo4jMCP ServersRuns Cypher queries and reads the Neo4j graph schema to explore nodes and relationships.
- github.com/neondatabase/mcp-server-neonMCP ServersManages Neon Postgres projects and databases from an LLM, including branches, SQL queries and migrations.
- github.com/netlify/netlify-mcpMCP ServersManages Netlify sites, deploys, environment variables and form submissions for an LLM client.
- github.com/newrelic/mcp-serverMCP ServersOfficial New Relic server that queries telemetry, investigates alerts and analyses application performance from natural language.
- github.com/ni-c/caldav-mcpMCP ServersServer for any CalDAV calendar that lists, creates, edits and searches events on a standards-compliant calendar account.
- github.com/ni-c/osm-mcpMCP ServersMCP server for OpenStreetMap covering geocoding, walking, driving and cycling distances, route optimisation and isochrones.
- github.com/nickclyde/duckduckgo-mcp-serverMCP ServersProvides DuckDuckGo web search plus page fetching and content parsing for an LLM.
- github.com/nikolausm/imap-mcp-serverMCP ServersIMAP and SMTP email server for AI assistants covering search, reading, sending and mailbox cleanup across several accounts.
- github.com/niledatabase/nile-mcp-serverMCP ServersManages and queries Nile Postgres databases, exposing tenants, users and authentication operations.
- github.com/ninetails-io/gnucash-mcpMCP ServersMCP server that reads and writes GnuCash accounting books: accounts, transactions, balances and standard reports. Written in Python.
- github.com/nspady/google-calendar-mcpMCP ServersLists, creates, updates and deletes Google Calendar events and finds free slots.
- github.com/ntk148v/alertmanager-mcp-serverMCP ServersExposes Prometheus Alertmanager so an agent can list alerts, inspect silences and manage routing state.
- github.com/ntworm/ableton-mcp-serverMCP ServersAutomates Ableton Live through a MIDI Remote Script with track, clip, device and MIDI editing tools.
- github.com/nwiizo/tfmcpMCP ServersExposes Terraform workspaces so an agent can read configuration files, inspect plan output and apply changes.
- github.com/nyxtoolsdev/dicom-hl7-mcp-serverMCP ServersBridges DICOM, HL7v2 and FHIR with mapping, message parsing and archive query tools in one server.
- github.com/oaslananka/kicad-mcp-proMCP ServersMCP server for KiCad that reads schematics and PCBs, runs ERC and DRC checks and edits symbols and footprints. Written in Python.
- github.com/OctagonAI/octagon-mcp-serverMCP ServersMCP server for public-market and prediction-market research that returns structured, sourced answers to natural-language questions.
- github.com/OfficeMCP/OfficeMCPMCP ServersMCP server that automates Microsoft Office applications, including Word, Excel, Outlook, PowerPoint and Access.
- github.com/ohnlp/omop_mcpMCP ServersMaps clinical terminology to OMOP concept identifiers so a model can standardise EHR data for research.
- github.com/Omar-V2/mcp-icalMCP ServersPython MCP server that reads and creates events in the macOS Calendar app from natural-language requests.
- github.com/omni-mcp/isaac-sim-mcpMCP ServersDrives NVIDIA Isaac Sim and Isaac Lab scenes through natural language for robotics simulation work.
- github.com/onebirdrocks/ebook-mcpMCP ServersMCP server that opens EPUB, PDF and other ebook formats so an assistant can list chapters and read a book section by section
- github.com/oomol-lab/open-connectorMCP ServersOpen-source auth gateway that connects over 1700 SaaS providers to AI agents through an SDK, CLI, MCP and OpenAPI.
- github.com/open-agreements/open-agreementsMCP ServersFills standard legal agreement templates such as NDAs, SAFEs and employment contracts and returns signable documents.
- github.com/open-webui/mcpoMCP ServersProxy server that converts MCP tools into OpenAPI endpoints so any OpenAPI client can call an MCP server.
- github.com/openags/paper-search-mcpMCP ServersMCP server and CLI for searching and downloading academic papers from arXiv, PubMed, bioRxiv and other scholarly sources inside an AI assistant.
- github.com/openbnb-org/mcp-server-airbnbMCP ServersSearches Airbnb listings and returns prices, ratings and details for a location and date range without an API key.
- github.com/openclaw/PeekabooMCP ServersSwift command-line tool and optional MCP server for macOS that captures app or screen screenshots and answers visual questions about them.
- github.com/OpenOSINT/OpenOSINTMCP ServersOpen-source OSINT agent that puts twenty-one public-source tools behind natural-language chat and an MCP server.
- github.com/openpharma-org/ensembl-mcp-serverMCP ServersExposes Ensembl genes, sequences, variants and regulatory features as tools for comparative genomics work.
- github.com/opensearch-project/opensearch-mcp-server-pyMCP ServersSearches and inspects OpenSearch indices and mappings with natural-language queries.
- github.com/openshift/openshift-mcp-serverMCP ServersRed Hat's MCP server exposes Kubernetes and OpenShift cluster resources, pods and logs to an AI assistant for operations work.
- github.com/OpenZeppelin/openzeppelin-mcpMCP ServersReturns OpenZeppelin Contracts API references and audited Solidity patterns to an LLM.
- github.com/oracle/mcpMCP ServersSuite of Oracle MCP servers giving an LLM tools to query and manage Oracle databases and cloud products.
- github.com/oraios/serenaMCP ServersMCP server providing semantic code retrieval and symbol-level editing over language servers for whole repositories.
- github.com/oss-invisible/playwright_mcpMCP ServersPlaywright MCP server patched to reduce bot detection, so an assistant can drive a real browser through pages that fingerprint automation
- github.com/otis22/vetmanager-mcpMCP ServersExposes about a hundred Vetmanager clinic tools for clients, pets, appointments, invoices and medical records.
- github.com/oxylabs/oxylabs-mcpMCP ServersOxylabs' official MCP server fetches pages through its residential and datacenter proxy networks and returns parsed content to the model.
- github.com/pab1it0/prometheus-mcp-serverMCP ServersQueries Prometheus metrics from an LLM, including instant and range queries, metadata and target discovery.
- github.com/pagerduty/pagerduty-mcp-serverMCP ServersLists and manages PagerDuty incidents, services, schedules and on-call rotations.
- github.com/PaloAltoNetworks/prisma-airs-mcpMCP ServersPalo Alto Networks MCP server for Prisma AIRS that screens prompts and model interactions for safety and security policy violations before an agent acts.
- github.com/pantelisgeorgiadis/dicomweb-mcp-serverMCP ServersExposes DICOMweb services so an agent can query studies, series and instances and retrieve medical images.
- github.com/pathintegral-institute/mcp.scienceMCP ServersOpen-source collection of MCP servers purpose-built for scientific research workflows and computational science tasks.
- github.com/pathintegral-institute/mcpm.shMCP ServersCommand-line package manager and registry for MCP servers that searches, installs and configures them across clients.
- github.com/patrickfreyer/apple-mail-mcpMCP ServersMCP server that gives an assistant access to Apple Mail on macOS for searching mailboxes, reading messages and composing drafts
- github.com/patroqueeet/pdf-filler-mcpMCP ServersFills scanned and AcroForm PDF forms through tools for field detection, mapping and rendering, with a drag-and-drop editor.
- github.com/patsnap/patent-literature-search-mcpMCP ServersMCP server that searches patent and scientific literature across WIPO, EPO, USPTO, CNIPA and JPO from inside an assistant session
- github.com/paypal/agent-toolkitMCP ServersExposes PayPal order, invoice and payment operations as tools an LLM agent can call.
- github.com/pearch-ai/mcp_pearchMCP ServersSearches people and companies in the Pearch.AI index by natural language for talent and lead discovery.
- github.com/penpot/penpot-mcpMCP ServersPenpot's official MCP server exposes design files, pages and components from a Penpot workspace to an AI assistant.
- github.com/perplexityai/modelcontextprotocolMCP ServersPerplexity's official MCP server exposing its search, reasoning and research endpoints as MCP tools.
- github.com/petrpatek/obd2-mcp-serverMCP ServersReads an ELM327 Bluetooth adapter to expose trouble codes, live sensor values, freeze frame data and plain-language fault explanations.
- github.com/pgEdge/pgedge-postgres-mcpMCP ServerspgEdge's PostgreSQL MCP server exposes schemas, query execution and index advice to an AI assistant, and ships a natural-language agent CLI and web UI.
- github.com/Pimzino/spec-workflow-mcpMCP ServersMCP server that provides structured spec-driven development workflows, tracking requirements, design and tasks so agents follow an ordered plan.
- github.com/pinecone-io/assistant-mcpMCP ServersRetrieves grounded context from Pinecone Assistant knowledge bases and returns cited answers to an agent.
- github.com/pinecone-io/pinecone-mcpMCP ServersSearches and manages Pinecone indexes and records, including embedding and reranking helpers.
- github.com/pipeworx-io/mcp-openskyMCP ServersQueries the OpenSky Network for live aircraft positions, flights by callsign and raw state vectors as tools.
- github.com/planetscale/mcp-serverMCP ServersConnects an LLM to PlanetScale databases to inspect schemas, run queries and manage branches.
- github.com/PleasePrompto/notebooklm-mcpMCP ServersMCP server for NotebookLM that lets an agent query a personal document library and returns citation-backed answers.
- github.com/PortSwigger/mcp-serverMCP ServersConnects Burp Suite to an LLM for HTTP history, site map contents and request replay.
- github.com/PostHog/mcpMCP ServersQueries PostHog analytics from an LLM, covering events, persons, insights, feature flags and session recordings.
- github.com/postmanlabs/postman-mcp-serverMCP ServersGives an LLM access to Postman collections, OpenAPI specifications and environments for API testing.
- github.com/pouliens/MCP---AGS-Boreholes-OGC-APIMCP ServersQueries British Geological Survey borehole records through the OGC API, exposing borehole search and stratigraphy lookup tools.
- github.com/Power-Agent/PowerMCPMCP ServersExposes power-system tools for PowerWorld, PSS/E and OpenDSS so a client can run load-flow and grid studies.
- github.com/PrefectHQ/prefect-mcp-serverMCP ServersOfficial Prefect MCP server exposing flow and deployment management, run inspection and logs so assistants can operate Prefect workflows.
- github.com/productofamerica/mcp-server-kicadMCP ServersExposes KiCad schematic, PCB, ERC, DRC and fabrication export operations across 109 tools.
- github.com/ProfessionalWiki/MediaWiki-MCP-ServerMCP ServersSearches and edits any MediaWiki wiki through its API, returning page text, categories and revision history to a client.
- github.com/prometheus/prometheus-mcpMCP ServersPrometheus project MCP server that exposes metric queries, scrape targets and metric metadata to an LLM client.
- github.com/psychonaut0/mcp-postgisMCP ServersMCP server for PostGIS offering schema introspection, safe spatial queries and layer publishing to QGIS.
- github.com/punitarani/fliMCP ServersSearches Google Flights for itineraries and returns fares, dates and routing options as structured results.
- github.com/punkpeye/awesome-mcp-serversMCP ServersCurated community list of MCP servers, clients and frameworks, grouped by purpose with links to each project.
- github.com/punkpeye/awesome-remote-mcp-serversMCP ServersCurated list of hosted remote MCP servers with their endpoint URLs, transport type and authentication requirements.
- github.com/Purple-Horizons/printful-mcpMCP ServersReads and creates orders, products, variants and shipping rates on the Printful print-on-demand service for a client.
- github.com/pydantic/logfire-mcpMCP ServersQueries Logfire traces, spans, logs and metrics so the model can debug production exceptions.
- github.com/pydantic/mcp-run-pythonMCP ServersRuns Python code in a sandboxed interpreter and returns the results to an LLM for calculation and data work.
- github.com/qdrant/mcp-server-qdrantMCP ServersStores and semantically searches memories or documents in a Qdrant vector collection.
- github.com/quantgeekdev/docker-mcpMCP ServersManages Docker containers and Compose stacks, exposing container listing, image creation, logs and lifecycle operations.
- github.com/QuantGeekDev/mongo-mcpMCP ServersWraps MongoDB so a client can list collections, run find and aggregate queries and inspect document schemas without driver code.
- github.com/r-huijts/strava-mcpMCP ServersExposes Strava activity, segment, route and athlete statistics tools through the Strava API.
- github.com/ragieai/ragie-mcp-serverMCP ServersRetrieves context from a Ragie knowledge base connected to sources such as Google Drive, Notion and Jira.
- github.com/railwayapp/railway-mcp-serverMCP ServersRailway's official MCP server lets an assistant read and manage projects, services, deployments and variables on a Railway account.
- github.com/rakeshgangwar/erpnext-mcp-serverMCP ServersCalls the Frappe REST API so a client can read and create ERPNext records such as customers, items and sales orders.
- github.com/ran-isenberg/aws-lambda-mcp-cookbookMCP ServersDeployable serverless blueprint for running a Python MCP server on AWS Lambda, with an API Gateway front end and infrastructure as code.
- github.com/raoulbia-ai/mcp-server-for-intercomMCP ServersConnects an LLM to Intercom to search conversations, read customer records and reply to support threads.
- github.com/rapiddweller/datamimicMCP ServersModel-driven synthetic test data generator with MCP and IDE integration for deterministic, privacy-preserving datasets in regulated domains.
- github.com/ravikiranvm/aws-finops-mcp-serverMCP ServersMCP server that answers AWS cost questions for an assistant: spend by service, budget status and savings plan coverage from Cost Explorer
- github.com/ravinahp/flights-mcpMCP ServersSearches commercial flight options and returns itineraries with prices and schedules for an assistant planning travel.
- github.com/rawveg/ollama-mcpMCP ServersServer that wraps the Ollama SDK so an agent can list, pull, run and chat with models on a local Ollama daemon.
- github.com/razorpay/razorpay-mcp-serverMCP ServersCreates and reads Razorpay payments, orders, refunds and customers for an LLM.
- github.com/readwiseio/readwise-mcpMCP ServersSearches Readwise highlights, saved books and Reader documents for an LLM.
- github.com/recraft-ai/mcp-recraft-serverMCP ServersRecraft's MCP server generates and edits images through the Recraft API, including vector and raster output at chosen styles and sizes.
- github.com/redis/mcp-redisMCP ServersRedis's official MCP server providing tools to read and write Redis data structures and run vector search queries.
- github.com/redis/mcp-redis-cloudMCP ServersRedis' Redis Cloud API MCP server creates and inspects Redis Cloud subscriptions and databases through the Redis Cloud management API.
- github.com/regenrek/deepwiki-mcpMCP ServersFetches DeepWiki's generated repository wikis and returns the architecture and API notes for a named GitHub project.
- github.com/reminia/zendesk-mcp-serverMCP ServersReads and updates Zendesk support tickets, comments and users through the Zendesk API for a client.
- github.com/remorses/playwriterMCP ServersChrome extension and CLI that exposes Playwright scripting to agents as an MCP server, running snippets in a stateful sandbox against a real browser.
- github.com/renezander030/agentic-task-systemMCP ServersCommand-line tool and MCP server that adds a task layer over TickTick, Notion, GitHub and Obsidian, with fused retrieval across those sources.
- github.com/resend/resend-mcpMCP ServersResend's official server, offered both hosted and locally, for sending email and managing contacts, broadcasts and domains.
- github.com/rewire-bio/genomics-mcpMCP ServersUnified tools over genomic archives, reference databases and indexed sequencing files for record lookup and region extraction.
- github.com/RichardHan/mssql_mcp_serverMCP ServersConnects to Microsoft SQL Server and exposes tools to list tables, describe schemas and run read-only queries.
- github.com/ridafkih/keeper.shMCP ServersUniversal calendar MCP server that aggregates and syncs calendars from Google, Outlook and Office 365 for AI agents.
- github.com/rjn32s/mcp-ocrMCP ServersExtracts text from local images, image URLs and raw bytes with Tesseract OCR tools and selectable recognition languages.
- github.com/robcerda/monarch-mcp-serverMCP ServersMCP server that connects MCP clients to Monarch Money for accounts, transactions, budgets and net-worth queries.
- github.com/robotmcp/ros-mcp-serverMCP ServersServer that talks to robots over rosbridge, publishing topics, calling services and reading live sensor data without changing robot code.
- github.com/rohitg00/kubectl-mcp-serverMCP ServersMCP server for Kubernetes, listed in the CNCF landscape, exposing pod, deployment and log operations to an assistant through kubectl contexts
- github.com/roscoej/ups-mcpMCP ServersWraps the UPS rating, shipping, tracking and address validation APIs as tools for parcel workflows.
- github.com/rosconl/intodns-mcp-serverMCP ServersRuns DNS and email security scans through IntoDNS.ai, covering SPF, DKIM, DMARC and propagation.
- github.com/roychri/mcp-server-asanaMCP ServersExposes the Asana API so an agent can read and manage projects, tasks, workspaces and comments.
- github.com/Rudra-ravi/wikipedia-mcpMCP ServersRetrieves Wikipedia article summaries, sections and search results to supply grounded context to an LLM.
- github.com/runekaagaard/mcp-alchemyMCP ServersGives an LLM schema knowledge and query access to SQLite, PostgreSQL, MySQL, MariaDB, Oracle and SQL Server.
- github.com/runesleo/x-readerMCP ServersContent reader MCP server that pulls posts and articles from more than ten platforms into clean text for summarising and research
- github.com/rust-mcp-stack/rust-mcp-filesystemMCP ServersAsynchronous Rust MCP server for filesystem operations such as reading, writing, listing and searching files.
- github.com/ryaker/outlook-mcpMCP ServersReads and sends mail, lists calendar events and searches contacts in Microsoft Outlook through the Microsoft Graph API.
- github.com/rzeldent/esp32-cam-aiMCP ServersMCP server implementation for the ESP32-CAM board that connects a microcontroller camera to a language model.
- github.com/salesforcecli/mcpMCP ServersConnects an LLM to Salesforce orgs to query records with SOQL, inspect metadata and run org operations.
- github.com/salitronic/eda-agentMCP ServersMCP server that drives a live Altium Designer session, letting an AI read schematics, place components and run design checks on real projects.
- github.com/saltmd/salt.mdMCP ServersA local workspace of documents and databases with a built-in server, so a client can read and write the same notes a person edits.
- github.com/Sam-AEC/aec-model-bridgeMCP ServersReads and edits Autodesk Revit BIM models through tools for elements, parameters and sheets, with human approval on every change.
- github.com/samanhappy/mcphubMCP ServersSelf-hosted MCP gateway and control plane that aggregates several MCP servers behind one endpoint with per-server tool toggles. TypeScript.
- github.com/samuelgursky/davinci-resolve-mcpMCP ServersControls DaVinci Resolve projects, timelines and the media pool and starts renders for an LLM.
- github.com/samugit83/redamonMCP ServersSelf-hosted AI penetration-testing framework that maps an attack surface into a graph and runs exploits from a Kali sandbox behind approval gates.
- github.com/san-rat/latex-mcpMCP ServersCompiles LaTeX through Overleaf's CLSI with tools to build a document, read the log and iterate, plus a small web interface.
- github.com/SaseQ/discord-mcpMCP ServersDiscord MCP server that lets an assistant read channels, send messages and manage a guild through a bot token
- github.com/Savinda96/gusto-mcpMCP ServersExposes Gusto payroll tools for companies, employees, pay schedules and payroll runs through an OAuth company token.
- github.com/sbroenne/mcp-server-excelMCP ServersMCP server and CLI that automates a real Microsoft Excel install, covering Power Query, DAX, VBA and workbook edits from an assistant
- github.com/ScriptedAlchemy/devtools-debugger-mcpMCP ServersMCP server exposing the full Chrome DevTools Protocol, including breakpoints, stepping, call stacks and evaluation.
- github.com/sebastienrousseau/camt053-mcpMCP ServersParses and reconciles ISO 20022 camt.053 bank statements with nineteen tools for entries, balances and CBPR+ validation.
- github.com/SecretiveShell/MCP-timeserverMCP ServersTime, timezone conversion and scheduled waits via a local Python MCP server.
- github.com/SecurityRonin/docx-mcpMCP ServersMCP server for reading and editing Word documents with track changes, comments, footnotes and structural validation.
- github.com/Seeed-Studio/kicad-mcp-serverMCP ServersSeeed Studio's KiCad MCP server for analysing schematics and PCBs, tracing pin-level connections and automating EDA tasks from an AI client.
- github.com/semgrep/mcpMCP ServersScans code with Semgrep rules and returns the matching findings to the model.
- github.com/seothief/insurance-claim-mcpMCP ServersEstimates insurance payouts by matching hospital bill codes against plan benefit schedules, with rule-engine tools for benefits and limits.
- github.com/serpapi/serpapi-mcpMCP ServersRuns SerpApi search queries across Google and other engines and returns results to an LLM.
- github.com/shaneholloman/mcp-knowledge-graphMCP ServersServer that stores entities, relations and observations in a local JSON knowledge graph so an agent keeps memory between sessions.
- github.com/shanselman/FlaUI-MCPMCP ServersCommunity Windows desktop server that drives applications through UI Automation and FlaUI, the way Playwright drives browsers.
- github.com/shashankswe2020-ux/whoop-mcpMCP ServersPulls WHOOP recovery, sleep, strain and workout records through the WHOOP API for a client to summarise.
- github.com/sheffler/mcp-server-limsMCP ServersWraps laboratory information management operations such as sample registration, test results and instrument status as tools.
- github.com/shinpr/mcp-imageMCP ServersMCP server for AI image generation and editing that adds automatic prompt optimisation and quality presets, with support for Gemini image models.
- github.com/Shopify/shopMCP ServersShopify's Shop MCP server lets an agent search participating stores, build a cart, check out with the shopper's Shop account and track orders.
- github.com/Show2Instruct/ifc-bonsai-mcpMCP ServersDrives IFC-based BIM workflows in Blender through the Bonsai add-on, exposing tools to inspect, edit and rebuild building models.
- github.com/shreyaskarnik/huggingface-mcp-serverMCP ServersRead-only server for the Hugging Face Hub that searches models, datasets, spaces, papers and collections from an agent.
- github.com/signoz/signoz-mcp-serverMCP ServersQueries SigNoz observability data from an LLM, covering metrics, traces, logs and dashboards.
- github.com/silenceper/mcp-k8sMCP ServersGives an agent kubectl-style access to Kubernetes clusters for listing, describing, creating and deleting resources.
- github.com/singlestore-labs/mcp-server-singlestoreMCP ServersExposes SingleStore tools for schema inspection, SQL queries and table management.
- github.com/sirmews/mcp-pineconeMCP ServersMCP server for reading from and writing records to Pinecone indexes, giving assistants a simple retrieval-augmented generation path.
- github.com/skanga/DBchatMCP ServersTurns a plain-English question into SQL over several database engines and returns the statement it ran with the result table.
- github.com/skyhook-io/radarMCP ServersOpen-source Kubernetes UI with a built-in MCP server that lets agents inspect clusters, find broken workloads and see recent changes.
- github.com/SmartLittleApps/local-stt-mcpMCP ServersMCP server that provides local speech-to-text transcription using Whisper models running on the user's own machine.
- github.com/Snowflake-Labs/mcpMCP ServersConnects an LLM to Snowflake for SQL orchestration, object management, Cortex AI calls and semantic view queries.
- github.com/snyk/agent-scanMCP ServersScanner that checks AI agents, MCP servers and installed skills for prompt injection, tool poisoning and unsafe configuration.
- github.com/snyk/studio-mcpMCP ServersRuns Snyk security scans and returns vulnerability findings for code and dependencies to an LLM.
- github.com/softeria/ms-365-mcp-serverMCP ServersMicrosoft 365 access to Outlook mail, calendar, OneDrive files and Teams chats.
- github.com/SonarSource/sonarqube-mcp-serverMCP ServersReads SonarQube projects, issues and quality metrics and triggers new analyses.
- github.com/sooperset/mcp-atlassianMCP ServersMCP server for Jira and Confluence, covering issues, sprints, pages and search on Cloud and Data Center.
- github.com/sparfenyuk/mcp-proxyMCP ServersBridge between Streamable HTTP and stdio MCP transports so that HTTP-only servers can be used by stdio-only clients.
- github.com/sparkgeo/geo-mcp-serversMCP ServersCurated, tracked collection of MCP servers for geospatial work covering geocoding, routing, PostGIS, STAC imagery and QGIS.
- github.com/sqlitecloud/sqlitecloud-mcp-serverMCP ServersSQLite Cloud's MCP server runs SQL queries and management operations against SQLite databases hosted on the SQLite Cloud platform.
- github.com/square/square-mcp-serverMCP ServersConnects an LLM to Square payments data for listing payments, customers, orders and catalogue items.
- github.com/stacklok/toolhiveMCP ServersPlatform for running and managing MCP servers in isolated containers, with a registry and per-server permissions.
- github.com/StarRocks/mcp-server-starrocksMCP ServersRuns SQL queries against StarRocks and returns table schemas, plans and result rows to an LLM.
- github.com/steel-dev/steel-mcp-serverMCP ServersSteel's MCP server drives a hosted Chrome session for pages that block plain fetches, with form filling, screenshots and human hand-off at login.
- github.com/stefanoamorelli/fred-mcp-serverMCP ServersQueries the Federal Reserve Bank of St Louis FRED database for economic time series, releases and observations and returns the data to the model.
- github.com/stefanoamorelli/sec-edgar-mcpMCP ServersMCP server over SEC EDGAR filings that lets an assistant search company reports, fetch 10-K and 10-Q documents and read filing metadata
- github.com/steipete/claude-code-mcpMCP ServersRuns Claude Code as a one-shot MCP server so another agent can delegate coding tasks to it.
- github.com/stickerdaniel/linkedin-mcp-serverMCP ServersReads LinkedIn profiles, companies and job postings and returns structured data to an LLM.
- github.com/streamnative/streamnative-mcp-serverMCP ServersAdministers Kafka and Pulsar clusters, listing topics, producing and consuming messages and reading schemas for a client.
- github.com/stripe/aiMCP ServersStripe's official Agent Toolkit ships an MCP server for customers, payments, invoices and refunds.
- github.com/Strom-Capital/mcp-server-db2iMCP ServersRead-only MCP server for IBM Db2 for i (AS/400) that runs SQL against library files and returns result sets to an LLM client. TypeScript.
- github.com/strowk/mcp-k8s-goMCP ServersGo MCP server for Kubernetes that lists contexts, namespaces and resources and can apply or delete manifests on a live cluster
- github.com/subnetmarco/pgmcpMCP ServersMCP server that lets an AI assistant explore a PostgreSQL schema and run natural-language queries against it through a small tool surface
- github.com/sudowealth/schwab-mcpMCP ServersMCP server for the Charles Schwab brokerage API: quotes, option chains, account balances and order placement. TypeScript.
- github.com/supabase/mcpMCP ServersSupabase's official MCP server for project management, SQL queries, table edits and edge function handling.
- github.com/supermemoryai/apple-mcpMCP ServersCollection of Apple-native tools for the Model Context Protocol, covering Messages, Notes, Contacts and other macOS apps.
- github.com/supermemoryai/supermemory-mcpMCP ServersUniversal memory MCP server that stores facts once and makes them recallable from any MCP-capable assistant.
- github.com/sveltejs/ai-toolsMCP ServersServes Svelte and SvelteKit documentation and migration guidance to an LLM coding agent.
- github.com/svnscha/mcp-windbgMCP ServersDrives WinDbg sessions so a client can load a crash dump, run debugger commands and read stacks and registers on Windows.
- github.com/SylphxAI/anymdMCP ServersLocal Rust MCP server that converts PDF, Word, PowerPoint, Excel, EPUB, HTML and images into clean Markdown with no API key.
- github.com/SystemCraftsman/strimzi-kafka-cliMCP ServersAdministers Strimzi Kafka clusters on Kubernetes, listing topics and consumer groups and reading broker state for a client.
- github.com/t8y2/dbxMCP ServersRust database client for more than a hundred databases that ships a built-in MCP server and a command-line mode.
- github.com/taazkareem/clickup-mcp-serverMCP ServersConnects an LLM to ClickUp workspaces to manage tasks, lists, folders and time entries.
- github.com/tableau/tableau-mcpMCP ServersQueries Tableau workbooks, views and data sources and returns result sets to an LLM.
- github.com/tacticlaunch/mcp-linearMCP ServersExposes Linear issues, projects and teams so an agent can retrieve, create and update project records.
- github.com/tadasant/mcp-server-stability-aiMCP ServersWraps the Stability AI API so an MCP client can generate, edit, upscale and mask images through Stability's image services.
- github.com/tadata-org/fastapi_mcpMCP ServersPython library that exposes existing FastAPI endpoints as Model Context Protocol tools while keeping the app's authentication dependencies and schemas intact.
- github.com/takashiishida/arxiv-latex-mcpMCP ServersMCP server that fetches and processes arXiv LaTeX sources so a model can read a paper's mathematics precisely.
- github.com/TakeruF/japan-rail-mcpMCP ServersProvides read-only Japanese rail tools for station search, Shinkansen timetables, fares, seat classes and stop-by-stop listings.
- github.com/tavily-ai/tavily-mcpMCP ServersTavily's MCP server adding web search, page extraction and site crawling tools that return LLM-ready content.
- github.com/taybenlor/runnoMCP ServersRuns sandboxed language runtimes and WASI binaries in the browser or on a server, so a client can execute and grade code snippets.
- github.com/taylorwilsdon/google_workspace_mcpMCP ServersWorks with Gmail, Google Calendar, Drive, Docs, Sheets and Slides from a single server.
- github.com/team-telnyx/telnyx-mcp-serverMCP ServersTelnyx's official local MCP server exposing messaging, number lookup and telephony APIs so agents can send SMS and inspect call detail records.
- github.com/techmanual-ai/lablink-mcpMCP ServersConnects VISA and SCPI instruments, serial ports, SSH hosts and REST endpoints as tools so an assistant can send commands and read measurements.
- github.com/techspawn/woocommerce-mcp-serverMCP ServersManages WooCommerce products, orders and customers through the store REST API for a client.
- github.com/TelecomsXChangeAPi/tcxc-mcp-serverMCP ServersFifty-five telecom tools for wholesale voice termination, SMS, DID numbers, eSIM and HLR lookups through the TCXC API.
- github.com/temporal-cortex/mcpMCP ServersCalendar middleware exposing availability, conflict detection and multi-calendar scheduling tools.
- github.com/temporalio/temporal-mcpMCP ServersRead-only MCP server from Temporal for inspecting workflow executions, event histories, task queues and namespace settings. Written in Go.
- github.com/TencentEdgeOne/edgeone-makers-mcpMCP ServersDeploys HTML content to Tencent EdgeOne Pages and returns a publicly reachable URL.
- github.com/Teradata/teradata-mcp-serverMCP ServersQueries Teradata warehouses, describes tables and returns result sets to an LLM through MCP tools.
- github.com/tevonsb/homeassistant-mcpMCP ServersControls Home Assistant entities: read states, call services and trigger scenes.
- github.com/The-Focus-AI/mastodon-mcpMCP ServersServer for Mastodon that publishes posts with media attachments, alt text, visibility settings and scheduled delivery.
- github.com/the-momentum/fhir-mcp-serverMCP ServersMCP server that exposes FHIR healthcare resources as tools so assistants can query patient and clinical data through the FHIR standard.
- github.com/thehesiod/costco-mcpMCP ServersRetrieves Costco warehouse receipts and online orders across several accounts with tools for itemised purchase history.
- github.com/Tiberriver256/mcp-server-azure-devopsMCP ServersMCP server for Azure DevOps that lets an assistant read work items, repositories, pipelines and pull requests inside one organisation
- github.com/timeplus-io/mcp-timeplusMCP ServersConnects to Timeplus streaming SQL so an agent can query Kafka topics, Iceberg tables and live event streams.
- github.com/timescale/pg-aiguideMCP ServersMCP server that feeds AI coding tools current PostgreSQL documentation and best-practice rules so generated schema and queries follow Postgres guidance
- github.com/TimLukaHorstmann/mcp-weatherMCP ServersCurrent conditions and multi-day forecasts for a place, using the free Open-Meteo API.
- github.com/TKasperczyk/thunderbird-mcpMCP ServersMCP server for Mozilla Thunderbird that gives an assistant access to stored email, contacts and calendars.
- github.com/todoist/todoist-mcpMCP ServersReads and creates Todoist tasks, projects, labels and comments for an LLM.
- github.com/tomtom-international/tomtom-maps-mcpMCP ServersTomTom's official MCP server supplies location search, geocoding, routing and live traffic data from the TomTom maps platform.
- github.com/tonhowtf/omnigetMCP ServersLocal MCP server giving agents a desktop toolbox for downloads, media conversion, files and system cleanup on Windows, macOS and Linux.
- github.com/tools-mcp/vessel-traffic-mcpMCP ServersRead-only tools for AIS vessel positions, ship tracking, port schedules and maritime provider lookups with bring-your-own keys.
- github.com/traceloop/opentelemetry-mcp-serverMCP ServersUnified MCP server for querying OpenTelemetry traces across backends such as Jaeger, Tempo and Traceloop.
- github.com/tradesdontlie/tradingview-mcpMCP ServersJavaScript MCP server that connects Claude Code to a local TradingView Desktop app for chart reading and workspace automation.
- github.com/trailhq/Trail-CodeMCP ServersShared memory MCP server for coding agents, so Claude Code, Cursor and Codex read the same accumulated notes about a team codebase
- github.com/translated/lara-mcpMCP ServersLara Translate's official server for text translation, language detection and glossaries.
- github.com/tuannvm/kafka-mcp-serverMCP ServersMCP server for Apache Kafka built on franz-go: inspects topics, consumer groups, partitions and lag, and produces or consumes messages. Go.
- github.com/tuannvm/mcp-trinoMCP ServersRuns read-only SQL over a Trino cluster and exposes catalog, schema and table discovery tools.
- github.com/tumf/grafana-loki-mcpMCP ServersMCP server for Grafana Loki that lets MCP clients search and read log streams with LogQL queries.
- github.com/tumf/mcp-shell-serverMCP ServersMCP server for executing whitelisted shell commands with stdin, argv pipelines, timeouts and structured audit logging.
- github.com/tursodatabase/turso-mcpMCP ServersConnects an LLM to Turso Cloud databases using OAuth, covering queries, schema reads and branch operations.
- github.com/twelvedata/mcpMCP ServersExposes Twelve Data market tools for quotes, time series, technical indicators, fundamentals, earnings and ETFs.
- github.com/TwelveTake-Studios/reaper-mcpMCP ServersDrives REAPER for mixing and MIDI work, so a client can add tracks, set levels and render a session.
- github.com/twilio-labs/mcpMCP ServersExposes Twilio messaging, voice and account APIs as MCP tools and generates servers from OpenAPI specs.
- github.com/twolven/mcp-optionsflowMCP ServersMCP server that runs options analysis on market data, computing Greeks, strategy payoffs and risk metrics for trading research.
- github.com/U-C4N/Autocad-MCPMCP ServersAutoCAD MCP server for AI agents that offers more than two hundred tools to draw, edit and read DWG and DXF files.
- github.com/Unleash/unleash-mcpMCP ServersMCP server for an Unleash instance that exposes feature flags, strategies and projects as tools for coding agents.
- github.com/Unstructured-IO/UNS-MCPMCP ServersParses documents and returns structured elements such as text, tables and metadata to an LLM.
- github.com/upstash/context7MCP ServersContext7 MCP server that pulls version-specific library documentation and code examples into a prompt.
- github.com/v-3/discordmcpMCP ServersReads and sends Discord channel messages and lists guild members and channels for an LLM.
- github.com/varunneal/spotify-mcpMCP ServersControls Spotify from an LLM, including playback, playlists, search and saved track management.
- github.com/vercel/next-devtools-mcpMCP ServersConnects an LLM to a running Next.js dev server for build errors, route listings and runtime diagnostics.
- github.com/verygoodplugins/whatsapp-mcpMCP ServersWhatsApp MCP server that connects Claude to a linked account so the assistant can read and send messages in existing chats
- github.com/Vexa-ai/vexaMCP ServersOpen-source meeting transcription API for Google Meet, Teams and Zoom with real-time WebSocket transcripts and an MCP interface.
- github.com/vibheksoni/stealth-browser-mcpMCP ServersMCP browser automation server on the Chrome DevTools Protocol with stealth settings aimed at pages that block ordinary headless drivers
- github.com/VictoriaMetrics/mcp-victoriametricsMCP ServersQueries VictoriaMetrics and Prometheus-compatible metrics, alerts and dashboards for an LLM.
- github.com/vinkius-labs/faker-mcpMCP ServersEdge MCP server that generates realistic mock data records so agents can build and test fixtures without touching production data.
- github.com/vishalsachdev/canvas-mcpMCP ServersMCP server for Canvas LMS that gives students and educators tools for courses, assignments, grades and course files.
- github.com/vitali87/code-graph-ragMCP ServersBuilds a code knowledge graph in Memgraph so the model can query call graphs and refactor.
- github.com/vitorpavinato/ncbi-mcp-serverMCP ServersMCP server for the NCBI databases that lets agents search biomedical literature and genomic records.
- github.com/vortiago/mcp-outlineMCP ServersSearches, reads and writes Outline wiki documents and collections.
- github.com/voska/hass-mcpMCP ServersHome Assistant MCP server that lets an assistant query entity states, call services and read history from a running Home Assistant instance
- github.com/warpfreight/warp-agent-mcpMCP ServersQuotes, books and tracks LTL and FTL freight shipments through the Warp API as agent-callable tools.
- github.com/wasmcp/wasmcpMCP ServersToolkit for building MCP servers as WebAssembly components, letting a server be compiled to a portable module and hosted outside a language runtime.
- github.com/Wauter/smart-subtitle-converter-mcpMCP ServersConverts and verifies subtitles between SRT, WebVTT, EBU STL and PAC formats with tools for timing and encoding checks.
- github.com/weather-mcp/weather-mcpMCP ServersWraps free NOAA and Open-Meteo public APIs to give an assistant forecasts, alerts, air quality, radar and historical weather by place or coordinate.
- github.com/weaviate/mcp-server-weaviateMCP ServersSemantic and hybrid search plus data writes in a Weaviate vector collection.
- github.com/webflow/mcp-serverMCP ServersReads Webflow sites, collections and CMS items and writes content changes for an LLM.
- github.com/webworn/openfoam-mcp-serverMCP ServersRuns OpenFOAM cases and explains simulation errors, so a client can set up a mesh, solve and read the residual history.
- github.com/weibaohui/k8mMCP ServersGo Kubernetes dashboard with an AI assistant and MCP support, including permissions for the operations an agent may run.
- github.com/wenb1n-dev/mysql_mcp_server_proMCP ServersA MySQL server with anomaly detection on the statements it runs, so a client can query a database and see suspicious access reported.
- github.com/Wh0am123/MCP-Kali-ServerMCP ServersMCP server that connects an agent to a Kali Linux host so security tooling runs on the Linux machine while the assistant stays on the desktop
- github.com/Wh1isper/mcp-email-serverMCP ServersMulti-account IMAP and SMTP MCP server for Windows, macOS and Linux that reads, searches and sends mail from an assistant session
- github.com/winor30/mcp-server-datadogMCP ServersExposes the Datadog API to an LLM client: monitors, dashboards, logs, metrics, incidents, events and hosts. Implemented in TypeScript.
- github.com/wisflux/docmost-local-mcpMCP ServersReads and writes spaces, pages, comments and members in a self-hosted Docmost wiki.
- github.com/wonderwhy-er/DesktopCommanderMCPMCP ServersMCP server that gives a client terminal command execution, process control and file search on the local machine.
- github.com/wong2/awesome-mcp-serversMCP ServersCurated index of community MCP servers grouped by domain, linking each server repository with its install notes and tool list.
- github.com/WordPress/mcp-adapterMCP ServersExposes a WordPress site to an LLM through its Abilities API so site content can be read and modified.
- github.com/wrale/mcp-server-tree-sitterMCP ServersParses source files with tree-sitter and exposes symbol search, structure and AST queries for a client.
- github.com/wshobson/maverick-mcpMCP ServersStock market MCP server that pulls Yahoo Finance data and returns technical indicators, portfolio tracking and screening results to an assistant
- github.com/wso2/fhir-mcp-serverMCP ServersMCP server that turns any FHIR server or API into an MCP endpoint with search and resource retrieval tools.
- github.com/XBP-Europe/sagemath-mcpMCP ServersStateful SageMath MCP server with forty tools for symbolic maths, algebra, number theory, graphs, plotting and claim verification.
- github.com/xerj-org/xerjMCP ServersSingle-binary local search engine with MCP tools that indexes code, docs, logs, CSV and PDF files for BM25, vector and hybrid queries.
- github.com/XeroAPI/xero-mcp-serverMCP ServersReads Xero invoices, contacts, accounts and bank transactions for an LLM finance assistant.
- github.com/xing5/mcp-google-sheetsMCP ServersCreates, reads and updates Google Sheets spreadsheets and cell ranges through the Sheets API.
- github.com/xpzouying/xiaohongshu-mcpMCP ServersMCP server for Xiaohongshu (RedNote) that lets an agent log in, search notes, read feeds and publish posts to the platform.
- github.com/xSoVx/fhir-mcpMCP ServersBridges FHIR servers and HL7 terminology services with tools for patient, observation and code lookup, plus PHI protection and audit logging.
- github.com/yamadashy/pdf-reader-mcpMCP ServersPDF processing server that extracts text, page images and metadata from local PDF files without uploading them anywhere.
- github.com/yangkyeongmo/mcp-server-apache-airflowMCP ServersMCP server for Apache Airflow that exposes DAG listing, triggering, run state and task logs so assistants can operate orchestrated pipelines.
- github.com/yctimlin/mcp_excalidrawMCP ServersCreates and edits Excalidraw canvases: add rectangles, arrows, text and export scenes as PNG.
- github.com/Yenn503/Hexstrike-redteamMCP ServersMCP-based penetration testing framework that wraps a large collection of security tools and agent orchestration for authorised red-team work.
- github.com/yoda-digital/mcp-gitlab-serverMCP ServersGitLab MCP server exposing projects, merge requests, issues and pipelines to an AI agent as a set of tools.
- github.com/yugabyte/yugabytedb-mcp-serverMCP ServersSummarises schema and runs guarded SQL against YugabyteDB and PostgreSQL, with write queries off by default.
- github.com/yuna0x0/hackmd-mcpMCP ServersMCP server that connects HackMD teams to AI assistants for reading, creating and updating collaborative markdown notes and note history.
- github.com/yzfly/mcp-excel-serverMCP ServersMCP server for Excel workbooks that reads and writes xlsx files, queries sheets and ranges, and answers natural-language requests about workbook contents.
- github.com/zavora-ai/computer-use-mcpMCP ServersRust computer-use server that gives an agent screenshots, mouse, keyboard, clipboard and app control on Windows, macOS and Linux.
- github.com/zavora-ai/mcp-mesMCP ServersCovers work orders, routing, scheduling, production runs with OEE, factory test yield and material genealogy for recall traceability.
- github.com/zavora-ai/mcp-procurementMCP ServersThirty-seven source-to-pay tools covering suppliers, purchase orders, RFQs, contracts, goods receipt, three-way matching and spend analytics.
- github.com/zavora-ai/mcp-scadaMCP ServersExposes SCADA asset, historian telemetry, alarm and outage triage tools alongside approval-gated control commands for energy and utility operations.
- github.com/zcaceres/fetch-mcpMCP ServersMCP server that fetches a URL and returns its content as HTML, JSON or readable markdown for the model.
- github.com/zcaceres/markdownify-mcpMCP ServersMCP server that converts almost any input, including web pages, PDFs, images and audio, into Markdown text an assistant can read.
- github.com/zekker6/mcp-helmMCP ServersExposes Helm package manager operations such as listing releases, reading charts and installing or uninstalling releases on a Kubernetes cluster.
- github.com/zenrows/zenrows-mcpMCP ServersZenRows' official MCP server retrieves pages through its scraping API with anti-bot handling and JavaScript rendering for the assistant.
- github.com/zeraissh/stm32-gdb-mcpMCP ServersDebugs STM32 firmware over GDB with OpenOCD, ST-Link or J-Link, including flash, breakpoints and registers.
- github.com/zereight/gitlab-mcpMCP ServersManages GitLab projects, merge requests, issues, pipelines and repository files via the API.
- github.com/zhizhuodemao/js-reverse-mcpMCP ServersMCP server for JavaScript reverse engineering with headed Chrome debugging, breakpoints and network analysis.
- github.com/zhongweili/nanobanana-mcp-serverMCP ServersMCP server that generates images with Google Gemini models, with model selection and 4K output options.
- github.com/zhoushoujianwork/easyeda-agentMCP ServersOpen-source automation for EasyEDA Pro that exposes schematic capture, PCB layout and design checks through MCP tools, a CLI and agent skills.
- github.com/zilliztech/mcp-server-milvusMCP ServersVector similarity search, insert and delete on Milvus or Zilliz Cloud collections.
- github.com/zinja-coder/jadx-ai-mcpMCP ServersJADX plugin that runs an MCP server, letting an assistant browse decompiled Android classes, methods and manifest data during analysis.
- github.com/ZubeidHendricks/youtube-mcp-serverMCP ServersSearches YouTube videos and returns transcripts, channel and video metadata to an LLM.
- github.com/zxypro1/amap-maps-mcp-serverMCP ServersExposes the AMap service for geocoding, place search, routing and static maps so a client can answer location questions inside China.
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This page is generated from the same catalogue the TLPC desktop app ships, and it is regenerated on every release, so the number above is the number the app holds. Each entry is a third-party project with its own licence; listing it here is not an endorsement, and TLPC makes no network call of any kind - not to fetch this list, not to check an address, not to install anything. The three catalogue pages are skills, MCP servers and repositories.