Discover Awesome MCP Servers

Flag MCP

Enables human-in-the-loop interaction for AI coding workflows through native desktop dialogs that present route choices, text input, and image annotation capabilities when AI assistants encounter decision points.

Polyagent MCP

Enables any MCP-compatible client to use existing Claude Code agents from .claude/agents/ directories. Spawns agents in separate CLI sessions for better context optimization and performance across Codex, Gemini CLI, and other AI coding assistants.

Claude Halla

Provides shared awareness for Claude Code sessions, allowing them to broadcast work-in-progress signals and register repos to avoid duplication across an organization.

Promptbook MCP

A server that stores and semantically searches AI prompts via RAG, enabling developers to reuse prompts from AI coding assistants.

Jira MCP Server

A clean, reliable Model Context Protocol server for Jira integration, enabling issue management, search, and more via natural language.

Expense Tracker MCP Server

Enables users to track expenses by adding, listing, and summarizing them with category support through natural language.

Act-On MCP Server by CData

This read-only MCP Server allows you to connect to Act-On data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

token-savior

An MCP server that provides structural codebase indexing and surgical query tools to drastically reduce token usage through symbol-level searches and transitive impact analysis. It supports multiple languages and integrates with git to help AI agents understand code dependencies and the impact of changes in sub-millisecond time.

Tax Alert Chatbot MCP Server

A server that powers an interactive chatbot for querying and managing tax alerts in a SQLite database using Google Gemini models and LangGraph's REACT agent framework.

Brewfather Mcp

MCP 服务器访问 Brewfather

opencode-personal-knowledge

A personal knowledge MCP server with vector database for the Opencode ecosystem. It enables semantic search, tag organization, and session memory logging, all running locally without external API keys.

Forage-mcp

MCP server giving AI agents real-time web search, page scraping, company intelligence, email discovery, local lead generation, and a persistent knowledge graph. Pay only for what you use, no subscriptions.

Godot MCP Server

An MCP server that provides tools for Godot Engine development, enabling users to run unit tests, check for syntax errors, and manage project scenes or exports.

MCP E-commerce Demo

A Laravel-based Model Context Protocol demonstration that enables users to manage orders and query e-commerce data in Traditional Chinese through an AI-powered chat interface.

mcp-kafka-observer

An MCP server that gives AI agents real-time observability into Apache Kafka clusters, enabling natural language queries for broker health, consumer lag, and diagnostics.

Iteration MCP

Automates iteration management and code review submission workflows with DingTalk authentication. Supports interactive 5-step iteration creation, Git integration, smart time estimation, and automatic submission to company CodeReview systems.

RepCheck

Trust & reputation infrastructure for AI agents. Two tools: verify_agent returns trust scores and job history for any agent, report_outcome records completed jobs to build reputation over time. Open source, MIT licensed."

MCP-Audio Plugin

A voice-to-text transcription service that converts audio files to transcripts using SiliconFlow, supporting both multipart/form-data and base64 formats.

music-assistant-mcp

Enables AI assistants to control Music Assistant for music search, library browsing, playback, queue management, and playlist curation.

reaper-mcp

An MCP server that gives Claude Code (or any MCP client) full control of Reaper.

MCP Server with External Tools

Enables AI models to access external services including weather data, file system operations, and SQLite database interactions through a standardized JSON-RPC interface. Features production-ready architecture with security, rate limiting, and comprehensive error handling.

Amazon SP-API MCP Server

Enables natural language exploration and execution of Amazon Selling Partner API operations, with automatic parameter validation, code generation, and OAuth2 token management.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from MCP clients like Claude Desktop or Cloudflare AI Playground.

JP's MCP Collection

A comprehensive utility MCP server that enables AI assistants to execute system commands, manage files, integrate with Google Sheets and Tasks, perform AI-powered text processing, and load dynamic prompts from markdown files.

Enterprise MCP Server

A production-ready Model Context Protocol server that integrates with ServiceNow for enterprise workflows and provides comprehensive health monitoring capabilities.

BloodyAD MCP

Enables Active Directory enumeration and abuse operations through the bloodyAD tool. Supports LDAP queries, user/group management, DNS operations, and security testing directly from AI assistants.

Documentation MCP Server

A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.

mcp-server-github

Enables interaction with GitHub repositories, issues, pull requests, code search, branches, and GitHub Actions workflows.

Matter Web Controller

Enables control of Matter smart-home devices via REST and MCP APIs, supporting lights, sensors, and AC units with federation capabilities.

GraphRAG MCP Server

Enables AI agents to access detailed research findings, implementation patterns, and best practices for building graph-enhanced retrieval-augmented generation systems.