Discover Awesome MCP Servers

Electron Native MCP Server

Enables debugging and automation of native Electron applications on macOS through DOM inspection, UI automation, global hotkeys, and Chrome DevTools Protocol integration.

Graforest MCP

Enables AI agents to build, populate, and search knowledge graphs by providing tools for entity extraction, relationship mapping, and graph traversal. It manages the underlying database infrastructure so users can create searchable knowledge bases from text through natural language commands.

GTM MCP Server

MCP server for Google Tag Manager API v2, enabling programmatic management of accounts, containers, workspaces, tags, triggers, variables, and version workflows.

@true402.dev/mcp-server

An MCP server that enables AI agents to access paid AI inference and web tools via HTTP 402 micropayments in USDC on Base, using the agent's wallet as identity.

Claude Conversation Logger

Enables intelligent conversation management with 4 AI agents that provide semantic analysis, pattern discovery, automatic documentation, and relationship mapping. Logs and analyzes Claude conversations with 70% token optimization and multi-language support.

MCP CTF Challenge Server

A vulnerable MCP server designed for educational CTF challenges. It demonstrates various MCP security vulnerabilities in a controlled environment.

BarzKit — Self-custody AI Agent Wallets

Self-custody AI agent wallets with passkeys, gasless transactions & programmable permissions (ERC-4337)

REST API MCP Server

A dynamic MCP server that automatically discovers and generates tools from any REST API using OpenAPI/Swagger specifications, enabling instant endpoint access with zero manual configuration.

scopedb-mcp

Config-driven MCP server that gives AI scoped, auditable database access without exposing the entire database.

Giphy MCP Server

This server implements the Multi-Agent Conversation Protocol for the Giphy API, allowing agents to interact with Giphy's services through natural language commands.

th0th

Semantic search with 98% token reduction for AI assistants.

mcp-searxng

An MCP server that integrates the SearXNG API for web search and URL content extraction with advanced features like pagination, caching, and proxy support.

mcp-graph-engine

A graph database MCP server that lets AI assistants build, analyze, and visualize relationship graphs with algorithms like PageRank and cycle detection.

Printify MCP Server

A Model Context Protocol server that allows AI assistants like Claude to integrate with Printify's print-on-demand platform, enabling product creation, management, and AI-generated design uploads through natural language commands.

eastmoney-skills2mcp

Provides 11 MCP tools for querying A-share market data, financial reports, stock screening, hot topics, self-selected stocks, and LOF arbitrage using natural language, powered by East Money / Miaoxiang APIs.

EndOfLife MCP Server

Provides access to the endoflife.date API to query support and end-of-life information for thousands of software products. It enables users to retrieve detailed release schedules, lifecycle data, and product categories through natural language.

GitHub MCP Server

An MCP server that enables AI agents to directly manage GitHub repositories, including PRs, issues, and code search, using natural language.

v0 MCP Server

Enables generating web application prototypes from natural language requirements using the v0 Platform API. Returns demo URLs and file information for created prototypes.

Discord MCP Server

Provides 33 tools for managing Discord servers, including channel and role administration, member moderation, and complex multi-step administrative workflows. It features built-in rate limiting and uses direct Discord REST API calls for efficient server operations.

Quickstart Guide to Building an MCP Server in Python

模型上下文协议快速入门指南 - 2025 (Móxíng shàngxiàwén xiéyì kuàisù rùmén zhǐnán - 2025)

swipl-mcp-server

This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports loading Prolog files, adding/removing facts and rules, listing symbols, and running queries with two modes: deterministic pagination and true engine backtracking.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, test results, pipeline status, and discussion management.

Nutrient DWS MCP Server

A Model Context Protocol server that integrates with Nutrient Document Web Service, allowing AI assistants to perform advanced PDF operations including digital signing, document generation, editing, OCR, watermarking, and redaction.

exa-mcp

Exa Search API 的 MCP 服务器。

Scrivener MCP Server

Enables Claude AI to seamlessly interact with Scrivener projects for document management, AI-powered content analysis, and advanced writing assistance.

Discord Notifications MCP Server

Enables AI agents to interact with Discord by sending notifications, creating channels, and managing interactive questions with support for two-way responses. It allows for streamlined communication through channel keys and supports various question types like multiple-choice and extended-answer modals.

disvr

Tool search engine for AI agents. One API call to discover the best MCP server for any task. 900+ services indexed with 4-dimensional value ranking.

refine-backlog-mcp

Refine messy backlog items into structured, actionable work items with titles, acceptance criteria, T-shirt estimates, and priorities. Free tier included — Pro/Team tiers via license key.

America's Law Graph

Provides access to 529,000+ US statute sections across all 50 states and federal codes for comprehensive legal research. Supports semantic search, citation graph traversal, jurisdictional comparisons, and regulatory risk analysis through natural language queries.