Discover Awesome MCP Servers

Python MCP Template

A DevOps-friendly template for building MCP servers with CI/CD, Docker support, and automatic documentation generation using fastmcp and FastAPI.

MCP Server Scaffold

A basic starter project for building Model Context Protocol (MCP) servers that enables standardized interactions between AI systems and various data sources through secure, controlled tool implementations.

AdKit

Manage ad campaigns across Meta, Google, and TikTok, create campaigns, analyze performance, spy on competitors, and generate AI creatives.

Research MCP Server

Enables AI assistants to discover and manage arXiv papers by searching for papers, extracting metadata, and browsing saved collections, all within the conversation.

USCardForum MCP Server

Enables interaction with USCardForum.com, a Discourse-based community for US credit cards and miles. Provides 22 tools for discovering topics, reading posts, researching user profiles, and managing authenticated actions like notifications and bookmarks.

meridian-edge-mcp

Real-time prediction market consensus data for AI agents. Aggregates probabilities from 27,000+ markets across politics, sports, and economics with 14-second updates. Tools: get_markets, get_consensus, get_movers, get_divergences, search_markets.

Tenderned MCP Server

a POC Tenderned MCP server to fetch Tenderned data

agentify-desktop

MCP server that enables AI tools to control local browser sessions for ChatGPT, Claude, and other AI services, supporting querying, navigation, file uploads, and artifact management.

Teradata MCP Server

A server providing tools for querying and analyzing Teradata databases, including database management, data quality assessment, and SQL execution capabilities through an MCP interface.

MCP-CodeReviewer

A three-layer funnel AI code review engine that reduces LLM token consumption by 70%+ while providing deep code analysis. It integrates with GitHub PRs via MCP protocol to automate code review with static analysis, RAG, and LLM-based checks.

Testmo MCP Server

Enables AI assistants to interact with Testmo test management platform for creating, reading, updating, and deleting test cases, managing folders, and organizing test runs through natural language.

Cloudant MCP Server by CData

This read-only MCP Server allows you to connect to Cloudant data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

NetlifyMCPServer

A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, enabling AI agents to interact with your services via a standardized API.

Kodi MCP Server

Enables querying, searching, and controlling Kodi media center libraries and playback remotely, including smart episode tracking and targeted library scanning.

pixelforge-mcp

MCP server that forges pixel art sprites & game assets using Google Gemini — generate, crop, split & process, all from your AI assistant.

Clinical MCP Server

A governed, audited Model Context Protocol server that provides AI agents with secure, read-only access to a clinical knowledge base through least-privilege tools, policy validation, and append-only audit logging.

DIP Parliamentary Analyser

Analyzes German Bundestag parliamentary group membership distribution via the DIP API and exposes analysis through MCP tools for natural language interaction.

FindBlock MCP

An MCP server for retrieving block numbers by timestamp, enabling fast and precise on-chain data queries.

Citesurf MCP

Enables brand visibility monitoring across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. It allows users to track visibility scores, analyze competitor data, and receive actionable insights to improve AI-generated brand recommendations.

Draw.io MCP Server

Enables programmatic creation and management of draw.io diagrams through MCP tools. Supports building architecture diagrams, flowcharts, and visualizations with stateless operations that generate VSCode-compatible .drawio.svg files.

MCP Server for Netwrix Access Analyzer

Espelho de

E2B MCP Server

Enables AI assistants to securely execute Python and JavaScript code in sandboxed environments, with file management and package installation.

CocoIndex Code MCP Server

A Model Context Protocol (MCP) server that provides a RAG (Retrieval Augmented Generation) tool with hybrid search capabilities combining vector similarity and keyword metadata search for code retrieval.

gnomon-mcp

A small MCP server for the boring-but-essential utilities every model needs: dates, calendars, arithmetic, unit conversion. Use it so your assistant stops "next-token guessing" math and date math.

Sociona MCP Server

Enables AI assistants to publish, schedule, and manage social media posts across X (Twitter), Instagram, and Threads through the Sociona API. Supports immediate posting, scheduling, analytics, and account management with natural language commands.

1Password-enabled MySQL MCP Server

Provides secure MySQL database access using credentials stored in 1Password, enabling AI assistants to query MySQL databases without exposing passwords.

MCP Spectral

An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs to validate and fix API definitions.

karve

Provides persistent semantic memory for Claude Code via local embeddings and six MCP tools, enabling context storage and retrieval across sessions without cloud dependencies.

avc-test-py-mcp

A video enhancement MCP server that supports creating tasks, querying status, and synchronously enhancing videos with URL or local file input.