Discover Awesome MCP Servers

OpenLink MCP Server for ODBC

Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL, and schema exploration.

mcp-server-duckdb

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

mcp-server-3gpp

Enables AI assistants to search and retrieve information from 3GPP specification documents, including full-text search and specific lookup for LTE and 5G NAS cause values. It comes with pre-processed data for major specifications covering NAS, RRC, and protocol conformance testing.

Synchronity

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

Vizru MCP server

Provides read-only SQL query access to PostgreSQL mirrors of Vizru spreadsheets on Neon, exposing REST endpoints and MCP tools for relational filtering and schema discovery.

mcp-calculator

An MCP server that integrates the MathJS library to provide AI models with advanced calculation capabilities, including support for complex numbers, matrices, and unit conversions. It supports both stdio and HTTP transports for seamless integration with clients like Claude Desktop and GitHub Copilot.

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.

MCP Alchemy Server

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

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.

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.

Spring AI MCP Batch Job Server

Un servidor de Protocolo de Contexto de Modelo (MCP) de Spring Boot que proporciona herramientas de procesamiento por lotes para transacciones financieras.

neptunesoftware-dxp-mcp-inventory-counting

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

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.

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.

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.

Weather MCP Server

Enables real-time weather queries for 12 major Chinese cities and global cities using the wttr.in API. Provides tools to get weather, list supported cities, and server info.

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.

Zhipu AI Image Generator MCP Server

Enables text-to-image generation using Zhipu AI's CogView4 model with support for multiple image sizes (1024x1024, 768x768, 576x1024) and automatic local saving of generated images.

MemoryBase MCP Server

MCP server that logs insights from Claude sessions and sends them via HTTP to a server for Telegram notification and storage in memoryBase.

unitypilot

MCP server that lets AI agents drive the full Unity lifecycle on macOS without opening the Unity Editor.

SimuBridge

Enables AI assistants to control MATLAB Simulink models through natural language, providing tools for model creation, block management, wiring, simulation, and more via a local MCP backend.

OWL-MCP

A Model-Context-Protocol server that enables AI assistants to create, edit, and manage Web Ontology Language (OWL) ontologies through function calls using OWL functional syntax.

MojaWave MCP

Connects any MCP-compatible AI assistant to the MojaWave SMS Gateway, enabling sending SMS, checking credit balances, and managing bulk SMS jobs.

mcp-dev-tools

Provides AI coding assistants with tools to run git status, recent commits, tests, and linter on a real repository.

CashClaw GHL MCP

An MCP server for GoHighLevel with 82 live-tested tools, enabling CRM operations like contact management, appointments, invoices, and workflows via natural language.

HREVN MCP Server

Minimal stdio MCP server that exposes HREVN compliance and audit tools as structured MCP tools, enabling baseline checks, profile validation, and bundle generation via a managed runtime.

xtapdown-mcp

An MCP server that provides LLM clients with direct access to XTapDown's Twitter creator toolkit, enabling tweet downloads, engagement calculations, content generation, and trend analysis without authentication or rate limits.