Discover Awesome MCP Servers

websearch-mcp

Provides web search with full-page content extraction via SearXNG and multiple fallback fetchers. Enables Claude to answer queries using complete page text rather than snippets.

Ansible MCP Server

Enables AI assistants to manage Ansible infrastructure, including inventories, playbooks, roles, and advanced troubleshooting with self-healing capabilities.

acf-mcp

Enables AI agents to reason about the ACF governance standard for autonomous AI agents, providing structured assessments, regulatory compliance checks, and doctrine-based tools via MCP.

memory-server

A memory management MCP server that stores and retrieves key-value data with namespaces, enabling agents to persist and query memory.

mcp-langchain-bridge

Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool registration, tool-call tracing, structured output validation. Bridges LangChain into Claude/Cursor/Windsurf. Curated by Archimedes Market with a verified Trust Report.

QuantConnect MCP Server

Enables AI assistants to interact with the QuantConnect cloud platform for algorithmic trading. Supports creating and managing trading strategies, running backtests, deploying live algorithms, and performing comprehensive trading operations through the QuantConnect API.

gmail-mcp-server

Enables AI-powered inbox management with natural language commands through Claude Desktop. Supports sending, reading, searching, organizing emails, and managing labels using Gmail API with automatic authentication.

nova.mcp-bcp-counting

Enables Claude to guide developers through structured complexity estimation using BCP Plus methodology, counting 13 dimensions and persisting results for H/BCP tracking.

cart-mcp

Computes soil resource concern ratings for an area of interest using USDA Soil Data Access and exposes them as MCP tools, resources, and prompts for AI-assisted conservation planning.

Agent 365

An authenticated MCP app that calls Microsoft Graph API via OBO flow and renders interactive Fluent UI widgets inside M365 Copilot Chat.

Receita Federal: NFE

Enables consulting Brazilian electronic invoices (NFE) from official Receita Federal sources through a read-only MCP tool.

gamecalendar-mcp

MCP server for GameCalendar database, enabling read and optional write access to game release and blog post data via natural language.

spotify-mcp

An MCP server that enables users to control Spotify playback, search music, and manage playlists through natural conversation. It is updated for the February 2026 Spotify Web API changes and supports full playlist CRUD operations.

mcp-server-openai-image-generator

Generates images from text prompts using OpenAI's API, saves them locally, and serves them via an integrated HTTP static file server.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.

Outscraper MCP

Connects AI agents to Outscraper for business discovery, Google Maps intelligence, company and contact enrichment, review analysis, search, and structured web extraction.

GxP MDM MCP Server

Lets AI agents query a computerized system inventory as a knowledge graph using Cypher, enabling blast radius, data lineage, regulation checks, and change impact assessments while preventing hallucinated regulatory claims.

pancake-api-mcp

Serves the Pancake API documentation to AI assistants, enabling them to search endpoints, retrieve full API contracts, webhook payloads, and guides without live API access.

Skill MCP Server

A modular plugin system that allows AI agents to dynamically load and use 'skills' from local folders without code changes or restarts. It enables instant capability extension through script execution, hot reloading, and resource bundling.

FlashAlpha MCP Server

Connects AI assistants to live options market data with 70+ tools for exposure analytics, volatility, strategy signals, and historical backtesting.

mcp-monday

MCP server wrapping Monday.com GraphQL API to enable AI agents to interact with Monday.com boards, items, and workspaces through natural language or tool calls.

MLB V3 Scores MCP Server

An MCP Server that enables interaction with MLB scores and statistics via the SportsData.io MLB V3 Scores API, allowing users to access baseball data through natural language queries.

cursor-discord-channels

Bridges Discord channels to Cursor's headless agent, enabling always-on Discord MCP interactions on a server.

Hi-AI

AI development assistant with 36 specialized tools for memory management, code analysis, project planning, and problem-solving through natural language interactions in Korean and English.

MCP Registry Server

Enables discovery and search of available MCP servers through the official MCP Registry. Supports browsing servers with pagination and filtering to find the right MCP tools for your needs.

Bolagsinfo × Notion MCP Server

Connects Bolagsinfo.com's Nordic B2B lead intelligence platform to Notion, enabling AI agents to search, push, and enrich company leads directly into Notion databases for pipeline management.

Basque Country hyperlocal mobility

Servidor MCP (roadmap L5) sobre los endpoints públicos de emap. No existe otro MCP de movilidad hiperlocal: búsqueda semántica local ES/EU, contexto de lugar, rutas multimodales con infraestructura propia (OSRM/OTP) y "el monte en transporte público".

Google Search Console MCP Server

Connects Google Search Console with Claude AI to analyze SEO data through natural language, enabling search analytics reporting, URL inspection, indexing status checks, sitemap management, and data visualization for SEO professionals.

Kaggle MCP Server

Enables AI agents to interact with Kaggle's platform for managing datasets, competitions, kernels, models, forums, and benchmarks via 68 MCP tools.