Discover Awesome MCP Servers

MCP CAD Studio

A parametric CAD workspace as an MCP server, enabling agents to create, edit, and manipulate 3D models through tools, with a live studio UI and STL/OBJ import/export.

Unofficial Autodesk Forma Remote MCP Server

A multi-user remote MCP server exposing 413 Autodesk Construction Cloud / Forma API tools with per-user Autodesk sign-in, enabling management of issues, RFIs, submittals, sheets, and more while each user only sees their own data.

mcp-weather

A minimal MCP server that provides current weather and forecasts for any city using the free Open-Meteo API, no API key required.

SameTree

Local coordination for coding agents that share a Git working tree.

Trello MCP Server

This is an MCP Server for Trello that enables interaction with Trello's API through natural language, allowing management of boards, cards, lists, and other Trello resources.

prespec

An MCP server that provides curated test cases and behavior specifications for common software features, enabling AI coding agents to define acceptance criteria before writing code.

NIH Reporter MCP Server

Provides programmatic access to the NIH Reporter API for searching and retrieving detailed information on NIH-funded research projects, grants, and investigators. It enables AI assistants to query project abstracts, funding amounts, and organization details through natural language.

awesome-confluence-mcp

🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markdown conversion. Supports listing, searching, and fetching pages.

Adonis MCP

Um pacote AdonisJS para construir servidores MCP remotos.

Remote MCP Server

A serverless implementation of Model Context Protocol server on Cloudflare Workers that allows users to deploy and customize AI tools without authentication requirements.

mcp-xhs-publisher

MCP server for automatically publishing text, image, and video notes to Xiaohongshu (Little Red Book).

MCP-Server for MSSQL

Provides secure, API-key authenticated access to on-premise MSSQL databases, enabling SQL query execution, schema exploration, and stored procedure management through MCP.

workday-docs-mcp

Enables AI coding agents to search, read, and cite official Workday developer documentation, grounding their answers in real docs instead of hallucinating. Particularly useful for building Workday Extend apps.

jupyter-book-writer

Automates Jupyter Book notebook creation by fixing common rendering issues (bold, math, markdown formatting) and provides tools for adding cells, validating notebooks, updating TOC, and deploying.

tailpipe-mcp

Connects AI assistants to cloud and SaaS logs via Tailpipe, enabling natural language querying and analysis of log data.

Swarm MCP

MCP server for Ethereum Swarm decentralized storage. Provides 12 tools for uploading and downloading data and files, managing postage stamp batches, and working with Swarm feeds — all via the Bee API. Works with the public Swarm gateway or a local Bee node.

AI-Driven Remediation Testing

Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.

QR Code MCP Server

Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via Model Context Protocol clients. Users can save codes directly to local files or display them as terminal-friendly art through natural language commands.

ms-graph-mcp

A modular Model Context Protocol server for Microsoft Graph and Microsoft 365, enabling users to manage Teams, mail, calendar, To Do, contacts, and Outlook settings through natural language.

WhatsApp Claude MCP

Enables WhatsApp bots to process incoming messages through Claude AI, supporting conversational memory and extensible MCP tools for tasks like fetching jokes from external APIs.

SecurityStack MCP

Unified MCP server that gives AI agents security tools to audit MCP configs, redact secrets/PII, vet skills, check dependencies, and scan networks.

portfolio-signals-mcp

Enables AI coding agents to fetch real-time stock quotes and computed technical analysis signals (RSI, MACD, golden/death crosses) and generate weekly portfolio digests using Yahoo Finance data, requiring no API key.

GPAC Test Suite MCP Server

Provides intelligent access to GPAC multimedia framework's 8,600+ test cases, enabling AI assistants to answer questions about GPAC usage with precise, validated command-line examples. Users can ask natural language questions and get reliable GPAC commands for multimedia processing tasks like DASH streaming, MP4 encryption, and subtitle handling.

expense-splitter-mcp

A Model Context Protocol (MCP) server for managing shared expenses between groups, with tools for group management, expense tracking, and debt simplification.

Poe Algolia MCP Proxy

An OpenAI-compatible proxy that forwards chat completions to Poe API and transparently executes Algolia MCP tool calls on the server side.

MCP Gemini Google Search

Provides Google Search functionality for AI models using Gemini's built-in Grounding with Google Search feature, returning real-time web search results with source citations.

Expense Tracker MCP Proxy

A proxy server that connects to a remote FastMCP expense tracker, enabling users to add, list, update, delete, and summarize expenses with categories and date ranges through natural language.

research-mcp

Search and read arXiv papers directly from Claude. Supports keyword, author, category, and date filtering plus full PDF text extraction so Claude can read, summarise, and reason over entire papers, not just abstracts.

mcp-twikit

MCP server for interacting with Twitter, enabling search tweets and fetching timeline via natural language.