Discover Awesome MCP Servers

overleaf-mcp

Enables AI assistants to read, edit, and compile LaTeX projects on Overleaf using session cookie authentication, bypassing the need for a paid plan.

re-winedbg

Enables headless debugging of Windows executables from Linux/macOS hosts by orchestrating winedbg's gdbserver and a GDB client, exposing 19 tools for launch, attach, breakpoints, stepping, register/memory access, and session lifecycle.

EnterpriseDB MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for EnterpriseDB (beta): https://www.cdata.com/download/download.aspx?sku=JEZK-V&type=beta

RAG Knowledge MCP

RAG Knowledge - MCP server providing AI-powered tools and automation by MEOK AI Labs

AgentOps MCP

The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.

Freepik Flux AI MCP Sunucusu

使用 Freepik Flux-Dev API 生成图像的 MCP 服务器

YCloud WhatsApp API MCP Server

一个服务器，它使像 Claude 这样的人工智能模型能够通过自然语言直接与 YCloud WhatsApp API 交互，并从 OpenAPI 规范自动生成工具。

claude-voice-input

Local MCP server that enables voice input to Claude by transcribing microphone audio locally using faster-whisper, avoiding cloud services.

Whoop MCP Server

A secure server that allows Claude Desktop application to access and process Whoop fitness data locally, using OAuth2 authentication to protect user privacy.

License Scanner MCP Server

Enables scanning of project dependencies across multiple package managers (npm, pip, cargo, etc.) and generates comprehensive markdown license reports. Supports automatic license detection from package registries with caching for improved performance.

Planview Portfolios Actions MCP Server

Enables creating, updating, deleting, and managing projects, tasks, financial plans, OKRs, and work hierarchy nodes in Planview Portfolios through natural language. Designed as the write-action companion to the read-only Planview Portfolios Beta MCP.

SimScale Edge MCP

An MCP server that automates the SimScale Workbench through a visible Microsoft Edge browser using Playwright, enabling UI-based interactions like navigation, clicking, filling forms, uploading CAD files, and running simulations without the enterprise API.

MCP Deepseek Agent Server

Enables seamless AI integration via Ollama's Deepseek model, providing protocol compliance and automatic configuration for clean AI-driven interactions.

thunderbird-cli

Give AI agents full read/write email access through Mozilla Thunderbird. Zero credentials touch the agent — all IMAP/SMTP stays in Thunderbird. 12 MCP tools, 38 CLI commands, signed Thunderbird 128+ extension. Tested at 22 accounts / 249k messages.

notebooklm-mcp

MCP server that provides ~39 tools to interact with Google NotebookLM's internal API, enabling notebook management, source addition, chat queries, and Studio artifact generation through stdio, HTTP, and SSE transports.

Wacon

Connects WhatsApp with AI agents and CLI, enabling agents to read and send messages while imitating the user's unique communication style per contact through a local memory system.

PureRef MCP

Enables AI assistants to create PureRef reference boards from local images and ad-review data, supporting moodboards and A4-style creative review reports.

ai-search-audit

Enables auditing AI search visibility: checks site readiness for AI crawlers and measures whether ChatGPT, Gemini, and Perplexity recommend your site, including verbatim answers and citation gap analysis.

coda-mcp-server

Enables AI-powered document automation and data manipulation with Coda.io through the Model Context Protocol, supporting document, page, table, row, and formula operations.

bahmni-mcp

MCP server that exposes the OpenMRS/Bahmni REST API as tools for Claude to interact with Bahmni instances.

tplink-mcp

Enables AI agents to manage TP-Link routers by listing clients, checking status, controlling Wi-Fi, and rebooting via natural language.

clio-mcp

A standalone MCP server that enables Claude Desktop to manage Clio legal practice matters, documents, billing, and more via ~46 tools, with secure OAuth and audit logging.

Git.Top

Provides MCP tools to search, compare, and get recommendations for open-source projects from a structured knowledge graph of GitHub data.

OPTIMADE MCP Server

Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full structured data results as MCP resources.

Kiota MCP

MCP server that exposes all Kiota CLI commands as MCP tools for API client generation.

Marrow

Marrow is a persistent multi-project memory backend that provides AI agents with MCP tools for semantic code navigation, task backlog management, and versioned artifact storage. It enables seamless, token-optimized context sharing and asynchronous handoffs between different AI models working on the same codebase.

DeepSeek MCP Sample

A Node.js + TypeScript MCP server that proxies to DeepSeek's Chat, Image, and TTS APIs for conversation, image generation, and text-to-speech.

Python MCP Server Blueprint

A blueprint for building Python MCP servers using FastMCP, with uv for dependency management and ruff for code quality, enabling rapid development of MCP tools, resources, and prompts.

@sattva/dokploy-mcp

MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy OpenAPI spec, enabling deployment, management, and monitoring of self-hosted infrastructure through AI assistants.

meok-stripe-acp-checkout-mcp

Enables Stripe ACP Checkout integration with AI governance and EU AI Act compliance for secure payment processing.