Discover Awesome MCP Servers

npm-registry-mcp

Grants AI agents real-time access to the NPM registry, enabling package metadata retrieval, version checks, and dependency auditing for up-to-date code generation.

Personal RAG MCP Server

Enables storing and searching personal notes, documents, and snippets using semantic search and RAG capabilities across Claude Desktop, VS Code, and Open WebUI.

Grey Swan LLM Safety Challenge MCP Server

集成了 MongoDB 的 MCP 服务器，用于记录和分析灰天鹅竞技场比赛中 LLM 安全性挑战。

Huoshui File Search

Enables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.

hig-mcp

Provides Apple Human Interface Guidelines design tokens (colors, typography, Liquid Glass constraints, SwiftUI mappings) as structured data for AI coding agents.

Mermaid-Grammer-Inspector

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

google-drive-comments-mcp

A focused MCP server for reading comments on Google Drive files — Docs, Sheets, and Slides, with read-only OAuth scope.

@payghaam/mcp-server

An MCP server that tells your coding agent which analytics events your Payghaam journeys are waiting for, so it can add them to your app.

Autokirk MCP Server

Transforms business descriptions into structured AIS (Autokirk Interaction Standard) blueprints that organize operations, divisions, and AI opportunities using the Autokirk Founder Operating Format.

crewlog

MCP server that gives every teammate's coding agent shared company context and an append-only log of team activity, integrating with Slack, Linear, and Granola.

Burp Suite MCP Server

Exposes Burp Suite's REST API to AI assistants, enabling users to trigger vulnerability scans, monitor progress, and manage security tasks through natural language. It also provides programmatic access to Burp's security knowledge base for querying vulnerability definitions and remediation advice.

PTC-MCP

Enables Claude Code to perform programmatic tool calling by executing Python scripts that interact with multiple MCP servers in a single round-trip. This reduces latency and token consumption by keeping intermediate tool results within the local Python runtime instead of the conversation context.

Tesseron

Enables MCP-compatible AI agents to execute typed live-app actions over WebSocket, allowing agents to directly interact with real application state without browser automation or scraping.

dda-mcp-server

An MCP server for controlling astronomy equipment, supporting Dark Dragons Astronomy devices and any ASCOM Alpaca-compatible equipment.

q-sys-mcp

Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC protocol over TCP, against a real Core or Q-SYS Designer emulator.

Crawl Parity MCP

An MCP server for analyzing Googlebot vs AI crawler parity from Nginx access logs and Google Search Console data.

Audio Playback MCP Server

Enables playback control of local audio files through a virtual audio output device, supporting play, stop, and status queries with configurable root directory and path safety enforcement.

Mailchimp MCP Server

A production-grade MCP server that integrates with the Mailchimp Marketing API to manage campaigns, audiences, members, and reports. It provides 28 specialized tools for automating marketing tasks such as sending emails, managing subscriber tags, and analyzing performance data.

Test MCP Server Feb6 USDT

An MCP server that enables AI agents and LLMs to interact with the Test MCP Server Feb6 USDT API through standardized tools. It provides features such as Docker support and async operations for efficient integration.

mcp_inventory

A Python-based MCP server that manages a product inventory using SQLite, allowing CRUD operations and analytic queries such as total value, out-of-stock products, and most expensive product.

GitHub Stats MCP Server

Provides tools to access GitHub repository and user statistics, including repo info, user profiles, contributors, issues, and repository search.

JN Engine Contributor MCP

A read-only MCP gateway for contributors to JN Engine, exposing immutable repository snapshots via REST and Streamable HTTP for ChatGPT, Claude, and coding agents.

mitmproxy-mcp

Transforms mitmproxy into a toolset for AI agents to inspect, modify, and replay HTTP/HTTPS traffic in real-time.

Blast Radius MCP

An AI-powered dependency decision engine that lets agents analyze blast radius, simulate upgrades, trace security attack paths, and visualize dependency topology in a 3D galaxy viewer.

hydra-ops-mcp

Operate a Hydra head by talking to it — an MCP server that exposes lifecycle, ledger, L1 wallets, node logs, and on-chain error codes as tools for LLM clients to drive and debug a head in plain language.

knowledge-mcp

An MCP server that enables AI agents to query specialized, domain-specific knowledge bases built using the LightRAG framework for enhanced retrieval-augmented generation. It allows for managing and searching knowledge graphs and vector embeddings to provide accurate, context-aware information during an AI assistant's reasoning process.

mcp-memory-rs

Local-first MCP memory server providing persistent, versioned, queryable memory for AI agents using JSON categories and SQLite FTS5, with optional fleet sync.

BaaS SMS/MCP Server

A Model Context Protocol server that enables Claude to help developers implement SMS and MMS messaging features in web and mobile applications through direct integration with BaaS API services.

YouTube MCP

Provides production-grade tools for YouTube channel resolution, video metadata extraction, transcripts, and playlist management. It features a quota-aware, AI-friendly design that supports structured searching and listing of public YouTube data.