Discover Awesome MCP Servers

A2A Replay Receipt

A hosted remote MCP for A2A failure replay, providing tools to replay failures, classify agent errors, suggest retry plans, issue receipts, and export failure logs.

zerobyte-mcp

Exposes Zerobyte backup platform's REST API as MCP tools, enabling read-only queries on repositories, backups, snapshots, volumes, and system info.

Netmex MCP

A lightweight and extendable MCP server toolkit that allows developers to build and integrate custom tools with AI assistants through automatic tool discovery from local directories or npm packages.

globick-mcp

A local MCP server that connects the Globick activities API to Claude Desktop, enabling natural language search and filtering of the activities catalogue.

db-query-mcp

Enables AI to execute SQL queries (SELECT, DML, DDL) on MySQL/MariaDB databases with strong security: connection credentials never exposed to AI, write queries require user approval, read-only connections enforced, and query results limited to 50 rows.

Sample MCP Server

A TypeScript-based MCP server implementing a simple notes system that allows users to create, access, and generate summaries of text notes.

mcp-skills

Integrates with the skills.sh ecosystem to allow AI coding agents to discover, install, and manage reusable instruction sets. It enables autonomous agents to extend their capabilities with structured skill discovery and full lifecycle management through the Model Context Protocol.

gramps-ez-mcp

Enables natural language queries about family tree data from a Gramps genealogy database.

Re:portFlow

ReportFlow MCP Server - PDF report generation for Claude and AI agents

ccv2-logs-mcp

Enables AI agents to search and analyze SAP Commerce Cloud (CCv2) runtime logs via OpenSearch Dashboards using a session cookie, providing read-only tools for full-text search and error aggregation.

Python MCP Sandbox

一个交互式的 Python 代码执行环境，允许用户和大型语言模型 (LLM) 在隔离的 Docker 容器中安全地执行 Python 代码并安装软件包。

mcp-proxy

Bridges LLM clients with existing RESTful microservices by converting MCP tool calls into REST requests, enabling any REST API to be used as an MCP tool without modifying the microservices.

MCP Banco Inter

Enables AI assistants to interact with Banco Inter business accounts, including balance inquiries, statement downloads, and full boleto management via natural language.

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Provides a template for creating custom MCP tools that can be accessed remotely via Cloudflare AI Playground or local MCP clients like Claude Desktop.

spinnaker-mcp

MCP server bridging Spinnaker continuous delivery platform to LLMs for application, pipeline, and deployment management

LocalStack MCP Server

Exposes LocalStack-managed AWS services as AI-agent tools, enabling LLMs and AI agents to interact with local AWS infrastructure during development and testing.

Xcatcher-X (Twitter) Scraping Remote Mcp

Remote MCP / x402 / USDC / Base / Solana / OpenAPI / Google ADK / Gemini Xcatcher is an agent-first Remote MCP server (Streamable HTTP) for high-throughput crawling of fresh/latest posts across large sets of X (Twitter) usernames. It supports x402 pay-as-you-go top-ups using USDC on Base and Solana.

Minesweeper MCP Server

Enables MCP client agents to play the classic Minesweeper game by connecting to a separate Minesweeper game server. Provides tools for starting games, revealing cells, and placing flags through natural language interactions.

teryt-mcp

MCP server for querying the Polish TERYT registry, including territorial units, localities, streets, and locality types via tools and CLI.

github-repos

Enables read-only browsing and querying of GitHub repositories, including listing repos, reading files, fetching READMEs, searching code, and viewing commit history via MCP.

Extend AI Toolkit MCP Server

An MCP server that enables AI agents to interact with Extend's spend management APIs, allowing virtual card management, transaction tracking, and receipt processing through natural language.

mcp-spotify

Enables querying Spotify data such as tracks, artists, albums, and top tracks through the Spotify Web API. Integrates with Pipeworx gateway for AI agent access.

Tally MCP Server

A comprehensive Model Context Protocol server that enables Claude Desktop users to manage Tally forms with 23 powerful tools for creating, editing, and analyzing forms, submissions, questions, webhooks, and conditional logic.

Gym MCP

Enables AI agents to discover and play games like Tic-Tac-Toe through a standardized interface, with plans to integrate more environments.

AI Makerspace MCP Demo Server

Enables web search capabilities through the Tavily API and serves as a demonstration platform for building custom MCP tools. Designed for educational purposes to showcase MCP server development and LangGraph integration.

nockchain-mcp

Enables agents to read Nockchain data through seven read-only tools, including accurate balance lookups, payment verification with confirmations, block and transaction inspection, and endpoint health monitoring. It resolves balances missed by the public address selector and avoids answering from stale nodes.

openpgx

Enables AI-driven pharmacogenomic analysis by querying structured genetic variant, drug response, and disease risk data. Supports natural language questions about medications, traits, and health risks based on user genome data, with privacy-first local execution.

Bear MCP Server

一个模型上下文协议服务器，允许像 Claude 这样的人工智能助手以安全的只读模式读取来自 Bear 笔记应用程序的笔记。

MCP Jira Server

Comprehensive Jira integration for Claude Code enabling issue management, sprint operations, comments, attachments, and batch processing.

SciX Client

Enables AI assistants to interact with the SciX (formerly NASA ADS) API to search scientific literature, export citations, and analyze bibliometric data. It supports advanced tools for managing libraries, resolving astronomical object names, and exploring citation networks.