Discover Awesome MCP Servers

R2R FastMCP Server

Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling semantic search across knowledge bases and RAG-based question answering with support for vector, graph, web, and document search.

Yamcs MCP Server

Enables AI assistants to interact with Yamcs mission control systems through natural language, providing tools and resources for telemetry, commands, links, storage, instances, and alarms.

yoto-mcp-server

Enables audio uploads and MYO card creation for Yoto players directly from the terminal, using OAuth authentication and Warp AI integration.

thoughtproof-mcp

Adversarial multi-model reasoning verification for AI agents. Claude, Grok, and DeepSeek challenge each decision — returns ALLOW or HOLD with JWKS-signed attestation. x402-gated on Base.

Light DevOps MCP Server

Enables AI agents to query build/deploy status and request operations on a self-hosted Docker/Compose deployment platform, with Observer and Operator skills and approval-based write actions.

0g-chain-mcp

Production-ready MCP server for 0G Chain blockchain operations, enabling wallet creation, balance checks, token transfers, staking, and validator discovery through natural language.

agent-locks

A filesystem-based MCP server for AI coding agents to coordinate work across git worktrees by claiming files, checking for conflicts, and logging progress without affecting the repository's git history.

ProxmoxMCP

A Python-based MCP server for interacting with Proxmox hypervisors, enabling management of nodes, VMs, containers, and executing commands via QEMU Guest Agent.

André — Analyse électorale française

Résultats des élections françaises 1999-2026 par bureau de vote, socio-démo INSEE et cartes.

LeetCode MCP Server

Enables Claude to search and retrieve LeetCode problems, user profiles, and statistics through natural language.

Model Context Protocol .NET Template

이 저장소는 .NET에서 MCP(Model Context Protocol) 애플리케이션을 만들기 위한 템플릿을 포함하고 있습니다.

Flip-a-Coin MCP

A simple MCP server that provides a fair coin flip tool, returning heads or tails.

Clay.com MCP Server

MCP server for Clay.com API providing people and company enrichment, and Clay table operations.

Peekaboo MCP

A macOS utility that captures screenshots and analyzes them with AI vision, enabling AI assistants to see and interpret what's on your screen.

solinkify-mcp

Agentic payments on Solana: an agent can pay x402 / HTTP 402 paywalls in USDC, hold a pre-paid balance or a subscription, and buy datasets or settle store checkouts. All 15 tools run behind fail-closed spending caps ($1 per payment, $10 per day by default), and settlement is non-custodial through a program-owned escrow that releases 99% to the creator.

Vercel MCP Python Server

A serverless MCP server deployed on Vercel that provides basic utility tools including echo, time retrieval, arithmetic operations, and mock weather information. Includes an interactive client application for testing and demonstration purposes.

mockd

A high-performance, multi-protocol API mock server with 18 built-in MCP tools for managing HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP mocks, chaos engineering, stateful CRUD resources, and request verification.

mcp-ff2026

An MCP server that helps an AI agent run a Sleeper fantasy football team from draft night through the championship. It syncs league data, imports FantasyPros rankings, and recommends draft picks, lineups, waivers, and trades.

hsn-classifier-mcp

Indian HSN/GST code lookup by description (4,676 entries)

neptunesoftware-dxp-mcp-inventory-counting

MCP server for SAP Physical Inventory Counting, enabling materials retrieval, stock display, quantity entry, and posting counts to SAP.

fallhrpaper-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources, enabling folding state operations and κ-band classification in MCP clients.

mcp-polymarket

Provides access to Polymarket prediction-market data via Gamma and CLOB public APIs, enabling AI agents to query market information.

Firecrawl MCP Server

A Model Context Protocol (MCP) server implementation that integrates with Firecrawl for web scraping capabilities.

Azure DevOps MCP Server

Enables interaction with Azure DevOps work items through AI assistants like VS Code/GitHub Copilot. Supports fetching work item details and updating work item statuses using natural language commands.

MCP Alchemy Server

Provides access to financial transaction data from XB database, enabling lookup of payout transactions by UUID or Client Transaction ID.

@cloud9-labs/mcp-github

MCP (Model Context Protocol) server for GitHub API integration. This server provides comprehensive tools for interacting with GitHub repositories, issues, pull requests, branches, and code search through a unified interface.

Synchronity

Enables AI assistants to search, compare, and buy products across connected WooCommerce stores with human-in-the-loop approval.

mcp-brasil

MCP Server for accessing 36 Brazilian public data sources and 1 agent, enabling AI agents to query government data on economy, legislation, transparency, judiciary, elections, environment, health, and more.

Shopify Admin GraphQL Gateway MCP

Security-focused MCP server for Shopify Admin GraphQL with read-only queries by default and mutations requiring preview and one-time confirmation. It manages short-lived tokens internally and enforces strict scope and approval controls.

mcp-server-duckdb

Enables DuckDB database interaction through MCP, supporting SQL queries, table creation, and schema inspection with optional read-only mode.