Discover Awesome MCP Servers

Baarn Raadsinformatie MCP Server

Provides AI assistants with access to political documents and meetings from the municipality of Baarn via the Notubiz API, enabling querying, searching, and analysis of council information.

Vibe Preprocessing and Analysis MCP Server

Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

Anki MCP Server

A Model Context Protocol (MCP) server that integrates with Anki flashcard application, allowing LLM applications like Claude to interact with your Anki decks and cards.

Global MCP Server

A modular MCP server that extends GitHub Copilot's capabilities through intelligent context compression and dynamic model routing for long-lived coding sessions.

hotmart-mcp

Enables querying Hotmart sales, subscriptions, members area, products, and coupons via natural language, and performing actions like creating coupons or refunding sales.

OpenRouter MCP Multimodal Server

Enables chat and image analysis through OpenRouter.ai models. Supports text chat, image generation, and analysis with multiple images and custom questions.

Code Generator MCP Server

Exposes structured code generation tools via MCP protocol, enabling users to generate production-grade Python functions, refactor buggy code, and create multi-function modules using local or cloud-based OpenAI-compatible APIs.

Chaos Mesh MCP Server

Enables chaos engineering on Kubernetes clusters by providing tools to inject faults like network delays, pod kills, and HTTP delays, along with cluster inspection and chaos lifecycle management.

zei-world-mcp

Exposes ESG/CSR data from Zei World to LLMs, enabling sector browsing, company search, ESG score comparison, and detailed evaluation criteria exploration through natural language.

gmail-mcp-server

Enables reading unread emails and creating draft replies in Gmail via Claude Desktop.

Aha! MCP Server

Enables interaction with Aha! product management platform through GraphQL API. Supports retrieving features, requirements, and pages by reference number, as well as searching documents across Aha! workspaces.

ArmaVita Meta Ads MCP

A local Model Context Protocol server that enables interaction with the Meta Marketing API to manage ad accounts, campaigns, and creatives. It provides tools for targeting research, insight reporting, and campaign management through local MCP clients like Claude Code and Cursor.

mcp-test

Tutorials on mcp server integration with LLM apps

teemux

Aggregates logs from multiple processes and provides an MCP server for AI agents to access, search, and manage logs in real-time.

google-chat-mcp

An MCP server that connects Claude to your Google Chat workspace, enabling search of messages, spaces, and DMs with automatic resolution of real display names.

fireflies-mcp

MCP server and CLI for Fireflies.ai API to retrieve transcripts, search meetings, and generate summaries.

MCP Server Tools

Provides basic utility tools including calculator for arithmetic operations, text processor for string transformations, and JSON formatter for validating and formatting JSON data.

OpenStudio MCP Server

Enables AI assistants to interact with OpenStudio building energy models through natural language, allowing users to load, inspect, and manipulate OSM files including building geometry, HVAC systems, materials, schedules, and internal loads.

ShapeItUp

Enables AI agents to write TypeScript to create, render, verify, and export parametric 3D models using Replicad/OpenCascade CAD kernel, headlessly from terminal or MCP clients.

gemini-video-mcp-server

Enables AI coding assistants like Claude Code and Cursor to analyze and understand video content using Google's Gemini AI, supporting long videos, segment analysis, and Q\&A.

Copilot Studio MCP Server

Example MCP server for Microsoft Copilot Studio, providing echo (repeat input 3 times) and multi (square a number) tools via Streamable HTTP.

Netbox MCP Server

A powerful integration server that combines Netbox's network infrastructure management capabilities with MCP (Multi-Cloud Platform) functionality.

MCP Server Tools

A Model Context Protocol server that provides tools for weather forecasting and Gmail interaction.

mistral-ai-mcp

MCP server for Mistral AI providing OCR, TTS, and STT capabilities via Voxtral.

knowledge-mcp-server

A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexing and querying of knowledge from URLs, PDFs, or TeX files.

MF Invoice MCP

An MCP server that integrates with MoneyForward Cloud Invoice API v3 to automate the creation and management of quotes and invoices. It supports Japanese invoice system compliance, allowing users to handle partners, items, and billing through natural language.

MCP Book Search Server

An intelligent book search server that leverages Aladin Book API and OpenAI GPT to transform natural language search requests into structured search parameters for finding relevant books.

codebase-indexer

A semantic codebase indexer MCP server that chunks source code, generates embeddings via Ollama, and stores them in Qdrant for natural-language code search.

opencode-figma-for-actually-codex

Local MCP bridge that exposes the ChatGPT Figma connector to OpenCode without launching Codex, using the existing authenticated session.

Leptin

Token-budgeted MCP memory for AI coding agents, with dedup, merge, decay, and a savings ledger.