Discover Awesome MCP Servers

Metabase MCP Plus

An MCP server that enables AI assistants to query databases, execute SQL, and manage Metabase resources like dashboards, cards, and collections through natural language.

enterprise-risk-mcp-server

提供全面的企业风险分析功能，包括严重违法记录、动产抵押、失信被执行人、经营异常、行政处罚等风险信息查询，帮助用户进行企业合规风险评估。

OpenReview MCP server

Enables searching for users, fetching papers, and exporting research data from OpenReview conferences like ICML, ICLR, NeurIPS.

Talk to Figma MCP

Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.

FreeCAD MCP

Enables an AI agent to drive a live FreeCAD desktop session, allowing it to create and edit geometry, capture views, and export models through MCP tools.

claude-tradingview-mcp

An MCP server that lets Claude analyze your TradingView charts by reading the window and taking screenshots, with no write tools or trade execution.

rail-interop-mcp

Provides an MCP interface to the ERA RINF railway infrastructure database for Poland and Czech Republic, enabling route planning, train compatibility checks (gauge, axle load, length, clearance), weather risk assessment, and traction planning, with a LangGraph agent integrating a custom MCP server and an OpenWeather MCP server.

@ainecto/mcp

Ainecto MCP connector and CLI that proxies MCP protocol to Ainecto's remote endpoint, enabling tool listing, project management, and task operations through natural language.

Cellar

An interactive notebook server that enables humans and AI agents to collaboratively edit and run Jupyter notebooks on a shared kernel, with real-time streaming and automatic MCP integration for agent access.

nn-mcp-stdio

A no-nonsense framework for building stdio MCP servers using plain async handlers and type annotations, with strict schema validation and no configuration overhead.

PO Translation MCP Server

Enables AI-powered translation of Django gettext .po files while intelligently preserving variables, HTML tags, URLs, and JavaScript code with validation and automated updates.

ImageRouter

Local MCP server that routes image-generation requests to xAI/Grok, Antigravity, and OpenAI Codex with ordered fallback, a local Playground, and an OpenAI-compatible image endpoint.

context

Provides up-to-date documentation for AI agents by locally querying a community-driven registry of pre-built docs packages.

GarminSynapse

Enables AI assistants to retrieve and analyze Garmin Connect health data, including daily summaries, sleep, HRV, workouts, and raw FIT files, while also supporting SQL queries on the underlying database.

memory-mcp

Personal memory MCP server for Claude Code with an Obsidian-style graph. Enables persistent, queryable memories across sessions using Markdown files with bidirectional wiki-links and a D3.js force-directed graph UI.

PiKVM MCP Server

This MCP server connects AI agents to a PiKVM device, enabling full keyboard, mouse, and screen control of a physical machine without emulation.

fulcru-mcp

Enables AI assistants to find questions where they name competitors instead of you, write pages to close those gaps, publish them, and measure the resulting visibility changes. Provides tools to list gaps, draft content, publish pages, and track before/after delta for AI search engine mentions.

SCMCP

An MCP server that enables scRNA-Seq analysis through natural language, providing tools for data preprocessing, clustering, and biological visualization. It supports both predefined function execution and a flexible code mode powered by a Jupyter backend for automated single-cell transcriptomics workflows.

retavyn

Retavyn provides persistent memory for Claude, automatically storing and injecting memories across sessions to maintain context and recall past information.

WeChat Article Parser

Enables parsing and extracting content from WeChat public account articles using browser simulation, supporting multiple output formats (JSON, Markdown, HTML) and media resource extraction.

web3-docs

Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and canonical contract addresses across 10 chains into a local FTS5 index, enabling coding agents to retrieve exact spec text and contract addresses via natural language queries.

OpenAI MCP Server

Provides comprehensive access to OpenAI's API capabilities including chat completions, image generation, embeddings, text-to-speech, speech-to-text, vision analysis, and content moderation. Enables users to interact with GPT models, DALL-E, Whisper, and other OpenAI services through natural language commands.

Zendesk Live MCP

Read-only MCP server for complete, reconciled reporting from live Zendesk data, designed for Cursor and other MCP clients.

Remote MCP Server on Cloudflare

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely from MCP clients like Claude Desktop or the Cloudflare AI Playground.

Dolibarr MCP Server

Provides structured access to Dolibarr ERP/CRM API endpoints via the Model Context Protocol, supporting CRUD operations on resources like thirdparties, products, and orders.

simple-support-system-mcp

MCP server for managing support tickets on Concrete CMS sites via REST API. Enables listing, reading, replying to tickets, and handling projects, attachments, and moderation.

Things App MCP

An MCP server for Things 3 on macOS that enables AI assistants to create, read, update, and manage tasks and projects. It utilizes the Things URL scheme for write operations and AppleScript for querying data from the app.

Neuro MCP V2

Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O, live web search, and local emotional intelligence using a local ChromaDB and Hugging Face model.

PokeCanvas

Enables querying Canvas LMS courses, assignments, grades, and more via natural language through Poke. Reads live data on every request.

@romaco/mcp

MCP server for romaco-charts. Control your trading chart from Claude, Cursor, or any MCP-compatible AI agent.