Discover Awesome MCP Servers

Dynamic API Server (MCP)

A modular dynamic API server based on the MCP protocol that provides rich tool capabilities for AI assistants while significantly reducing prompt token consumption.

FilDOS MCP Server

Enables AI agents to autonomously manage files on the Filecoin decentralized network through folder management, file uploads, and AI-powered semantic search. Provides seamless integration with Filecoin storage through simple MCP tool calls.

Meditation Guide AI MCP

Meditation Guide AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

rag-nfl-analyst

MCP server for NFL fantasy football retrieval, providing access to NFL stats and Sleeper league data through retrieval-oriented tools.

homelab-ai

Self-hosted AI orchestrator that monitors and manages homelab services, exposing them as MCP tools for LLMs to drive.

plaky115-mcp

MCP server for the Plaky project management API. Provides 32 generated and 7 curated tools for spaces, boards, items, comments, and more, with safe defaults and dry-run mutations.

Papers with Code MCP Server

Enables searching and discovering machine learning papers, state-of-the-art benchmarks, tasks, datasets, methods, and leaderboards from Papers with Code. Supports mapping papers to their benchmark results and browsing evaluation tables.

HopperPyMCP

A FastMCP server plugin for the Hopper disassembler that enables AI assistants to analyze binary files, disassemble procedures, generate call graphs, search strings, and manage reverse engineering tasks. Provides comprehensive binary analysis capabilities including decompilation, annotation tools, and reference tracking through natural language interactions.

ArchMCP

A centralized remote MCP server that gives AI coding assistants real-time microservices architecture intelligence, including service search, database schema lookup, API discovery, and change blast-radius analysis.

android-mcp

Enables AI agents to control Android devices via ADB, supporting gestures, input, screenshots, UI analysis, and app management.

api-redbox-mcp

Provides a disposable, hardened Kali Linux sandbox with an MCP interface for LLM-driven security analysis of REST APIs, confining blast radius via container isolation.

fillout-mcp-server

Enables form management, response handling, and analytics via the Fillout.io API, allowing users to create, update, and fetch forms and submissions through natural language.

keymem

Associative key-graph memory for LLM agents — recall facts by association (recall → read_key → read_memory) instead of vector similarity alone, with persistent cross-session memory and cross-lingual keys.

x402-farm

MCP server providing 10 pay-per-call APIs for web scraping, DNS, email validation, and French business data, with autonomous micropayments via the x402 protocol (USDC on Base).

chiark-mcp

Find the most reliable AI agent for any task. Search 2,000+ agents across A2A and MCP with quality filters — min uptime, max latency, score thresholds. Check if an agent is alive before routing to it. Like Artificial Analysis, but for agent services.

Terminal Capture MCP Server

Enables AI agents to run commands, capture outputs, and manage background processes with filtering capabilities for debugging and monitoring.

jellyfin-api

Provides interaction with Jellyfin media server via the Jellyfin REST API, enabling content management and server configuration through natural language.

42 MCP Server

Exposes 42's intranet API via the Model Context Protocol, enabling LLM agents to access user information, projects, and campus data.

Solar Sathi MCP Server

Enables solar energy feasibility analysis and ROI calculation for Indian users, including irradiance lookup, capacity estimation, subsidy calculation, and environmental impact assessment.

Yuque MCP Server

Enables interaction with Yuque (语雀) knowledge base platform through their API. Supports document management, search, and repository operations including creating, reading, updating, and deleting documents in multiple formats.

@tony2026m/mybatis-flex-mcp

MCP server for Mybatis-Flex ORM framework providing API documentation, code examples, and changelog queries.

Japan Parliament Search MCP

Search Japan's National Diet records (1947-present): ministerial statements, committee Q&A, and policy debates with speaker, party, and citation URLs.

domain-whois-mcp

Enables AI agents to perform real-time WHOIS and RDAP lookups, domain availability checks, and TLD infrastructure exploration using native protocols without API keys.

chess.com MCP Server

Enables querying Chess.com player profiles and stats using the Chess.com API.

mcp-hal-fr

Enables searching and retrieving documents from the French national open research archive HAL, including author and research structure lookups.

Vega-Lite MCP Server

Provides AI assistants with access to Vega-Lite documentation, visualization examples, and specification validation tools. Enables searching docs, retrieving examples by category, validating JSON specs, and accessing schema information for creating data visualizations.

Wellness Air

Local-first air-quality MCP for AI agents: AirGradient, AirThings, PurpleAir, IQAir and Awair.

zephyr-mcp

Enables reading test cases and test steps from Zephyr Scale using the Zephyr Scale API.

Gemini CLI MCP/OpenAI Bridge

Exposes Gemini CLI's built-in tools and external MCP proxies through a unified MCP endpoint while providing an OpenAI-compatible API for Gemini models. It features configurable security modes to safely manage file system operations, web searches, and shell command execution.

DevNotes MCP

A notes server that demonstrates advanced MCP features like sampling, elicitation, roots, pagination, and OAuth 2.1, enabling users to manage in-memory notes via natural language through a client.