Discover Awesome MCP Servers

walmart-marketplace-mcp

An MCP server that lets you manage a Walmart Marketplace seller account in plain language, including orders, inventory, pricing, returns, WFS fulfillment, and reports.

Kubernetes MCP

An MCP server that enables interaction with Kubernetes resources through natural language interfaces like Goose CLI, allowing users to get, read, and patch Kubernetes resources.

PostgreSQL MCP Server

Enables read-only interaction with PostgreSQL databases through natural language queries, supporting dynamic connections and secure query validation.

querybridge-mcp

A Model Context Protocol (MCP) server that connects Claude Code to MySQL databases. Supports SSH tunnels, SSL/TLS, and multiple simultaneous connections.

infoclimat-mcp

Enables querying French weather data from Infoclimat via MCP, including station search, observations, and precipitation summaries.

Berth

Database management — connect, query, describe schemas, run migrations, and monitor active queries across PostgreSQL, MySQL, and SQLite.

mame-mcp

Enables MAME reverse engineering tasks including memory access tracing, input injection, ROM auditing, and IO-port discovery for arcade-to-SNES porting.

MCP Canvas Dev

A Model Context Protocol (MCP) server for Canvas Medical API/SDK development assistance, providing streamlined access to Canvas Medical documentation and AI-powered development tools.

Notion MCP Server

Provides full access to the Notion API, enabling search, creation, and management of databases, pages, blocks, and users directly from MCP clients.

openclaw-output-vetter-mcp

MCP server for verifying AI agent claims vs reality — single-transcript inline grounding-check that flags when an agent's response states facts not in the input context, when its code silently swallows exceptions and substitutes mock data, or when its multi-turn transcript contains contradictions or unverified completion claims. Sub-second, local, free, no API calls.

@particle-academy/docs-mcp

A dev-time MCP server that lets coding agents read documentation directly from installed @particle-academy/\* packages, ensuring version-matched docs without network calls.

PineForge-Codegen

Backtest PineScript v6 strategies locally from your AI agent: transpiles Pine to C++ and runs it on the deterministic, TradingView-validated PineForge engine via Docker. Tools for single backtests, parameter-grid sweeps, and Binance OHLCV fetch — no API key, data never leaves your machine.

magika-mcp

Enables AI-powered file type detection using Google Magika, identifying file types from content via tools like identify_file, identify_directory, and list_supported_types.

BrunoSan AI News MCP Server

A Model Context Protocol server that exposes real-time AI news intelligence to AI agents and MCP-compatible clients, with 9 deterministic tools for search, trending, signals, and risk analysis.

FluentBoards MCP Server

Enables AI assistants to manage FluentBoards project management through WordPress REST API, supporting board operations, task management, comments, and labels with advanced safety controls and board focus mode.

Healthy Pokes

A calorie tracking MCP server that processes food photos and text descriptions to automatically log nutrition data to Google Sheets. Integrates with Apple Health for fitness metrics and provides SMS interface for convenient meal logging.

Openterms-mcp

Cryptographic proof of consent for AI agents. Sign before you act. Policy engine enforces spending caps, action whitelists, and escalation rules. Independently verifiable by anyone.

Arke Institute MCP Server

Enables semantic search across the Arke Institute's extensive archive of NARA records and presidential libraries using natural language queries. Provides access to millions of historical documents, photographs, and records with OCR'd content and complete metadata.

mcp-redis-server

MCP server that exposes Redis API to AI models

morpheus-mcp

Provides plan state management and phase gate enforcement for AI development loops. It tracks task progress and coordinates the lifecycle of agents by requiring specific evidence before advancing through development phases.

mcp-nasa

MCP server that fetches NASA's Astronomy Picture of the Day (APOD) for a given date, returning title, explanation, and image URLs.

Remote MCP Server

A Cloudflare Workers-based implementation of the Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with external tools through OAuth login.

Quality Dimension Generator

Generates precise, measurable quality evaluation standards and scoring criteria for any task, transforming vague requirements into specific dimensions that guide execution and improve work quality.

ExcaliDraw Skill Pack

The diagram-quality layer for AI agents — an opinionated Excalidraw methodology (isomorphism test, evidence artifacts, multi-zoom, container discipline) plus a render-view-fix loop. Accepts skeleton and Mermaid input, 5 publishable themes, dual Node/Python renderer. Proven on a 77-diagram published book.

Unity MCP Server

Enables AI agents to query and control the Unity Editor, supporting scene management, GameObject manipulation, asset browsing, play mode control, and real-time editor operations through 52+ tools.

SF-MCP

Enables querying SAP SuccessFactors OData API metadata and managing Role-Based Permission (RBP) configurations. It provides tools for retrieving entity metadata, listing permission roles, and inspecting user-specific access rights through MCP-compatible clients.

Twitter MCP Server

Enables interaction with Twitter/X data to retrieve user profiles, search tweets, and track engagement metrics. It provides advanced capabilities for monitoring follower events, KOL activity, and accessing deleted tweets.

Tulimoa MCP Server

Enables AI agents to search and retrieve curated SaaS and AI-agent tools from the Tulimoa directory through tools like search_listings, get_listing, and list_categories.

Azure Database for PostgreSQL MCP Server

A Model Context Protocol (MCP) Server that allows AI models to securely interact with data hosted in Azure Database for PostgreSQL. It enables natural language querying, schema exploration, and data management through MCP clients like Claude Desktop and Visual Studio Code.

mcp-gif

MCP server for GIF animation analysis. Provides metadata extraction, individual frame export, and per-frame timing information.