发现优秀的 MCP 服务器

Nvidia NIM Nemotron Google Sheets Orchestrator

AI-driven chatbot orchestrator using Nvidia NIM Nemotron-3 (120B) to read and write Google Sheets via MCP and serverless Lambda.

theses-mcp

MCP server that enables searching and retrieving Czech university theses from theses.cz, including full-text search, metadata, and direct PDF downloads with optional cookie-based authentication.

Document Retrieval MCP Server

Enables AI agents to search and retrieve relevant document content from existing embeddings stored in Supabase vector database. Provides semantic search capabilities to find document chunks based on similarity to query text without generating new embeddings.

ai-memory

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories in local SQLite, ranks by 6-factor scoring, returns results 79% smaller than JSON. Works with Claude, ChatGPT, Grok, Cursor, Windsurf, and any MCP client.

Myanmar MCP Server

Provides a Model Context Protocol server with built-in timeline-based animation, GitHub integration, and filesystem tools for building Myanmar applications.

Dice Rolling MCP Server

Provides cryptographically secure random dice rolls for AI assistants, supporting standard and advanced dice notation for tabletop RPGs and games.

Teamwork

Official Teamwork.com MCP server.

game-mcp

Bridges AI assistants to running game instances for testing, debugging, and verification. Works with any game engine via a simple TCP protocol.

mcp-paperless-ngx

A read-only and write MCP server for Paperless-ngx, enabling document listing, metadata retrieval, and creation of tags, correspondents, document types, and sorting workflows via natural language.

Israel Weather MCP

Enables LLMs to query real-time weather data in Israel by automating a browser to scrape weather2day.co.il.

mcp-markdown-tools

An MCP server that provides tools for analyzing, linting, formatting, and generating Markdown content. It enables users to programmatically manage Markdown files through features like table of contents generation, statistics calculation, and JSON-to-table conversion.

sfx-gen-mcp

Enables local generation of game sound effects from text prompts using Stability AI's Stable Audio Open model, with no API keys or per-generation cost.

Local San Antonio MCP

Provides Claude and any MCP client with plain-English access to official San Antonio-area public data including weather alerts, school ratings, and 311 service calls, with no API keys required.

MySQL MCP Server

A tool that connects to local MySQL databases and enables large language models (LLMs) to execute SQL queries through the Model Context Protocol (MCP).

chromium-bridge

MCP bridge between Chromium browsers (Arc, Vivaldi, Brave) and Claude Code. 18 browser automation tools (navigate, click, forms, screenshots, GIF recording, console, network) plus a popup chat panel powered by the Claude Agent SDK.

testlink-mcp

An AI-friendly, safety-first Model Context Protocol server for TestLink 1.9.20, exposing normalized discovery and analysis tools with bounded pagination, structured output, and preview-before-apply writes over stdio.

coordinator

Enables multiple Claude Code sessions to communicate, share state, and coordinate tasks through session management, message passing, and task scheduling, supporting a three-role collaboration workflow.

Kleros Court MCP Server

Enables retrieval of comprehensive Kleros court dispute data including meta-evidence and evidence submissions from Ethereum and Gnosis Chain. Supports querying dispute details, evidence content, and IPFS-hosted materials through natural language.

silotek-serial-mcp

A headless MCP server that enables AI tools (like Claude Code) to read and analyze serial logs from embedded boards (ESP32, STM32) for firmware debugging, with read-only tools for log retrieval and a built-in web viewer.

Marketing Miner MCP

Enables keyword analysis and search volume data through the Marketing Miner API, connecting marketing intelligence tools to AI assistants like Cursor, Claude, and Windsurf.

OpenFoodFacts-mcp

This MCP is used to get realtime food data from OpenFoodFacts database. OpenFoodFacts is a largest food database in the world.

MemPalace

A local AI memory system that stores all conversations verbatim and organizes them into navigable structures. It provides 19 MCP tools for AI assistants to search and retrieve past decisions, debugging sessions, and architecture debates automatically.

osidb-mcp

MCP server for OSIDB (Red Hat Product Security's vulnerability management system). Enables read-only querying of flaws, affects, trackers, and status via natural language from MCP clients like Cursor or Claude Desktop.

BotDuaChuot MCP

MCP server that enables ChatGPT to read/write files, run commands, and perform offline investigation tasks (geo, forensics, OSINT) on the host machine, scoped to a workspace with OPSEC controls.

Interactive Map MCP Server

Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.

linkedin-mcp

MCP server for LinkedIn, enabling posting, liking, commenting, and profile retrieval via official OAuth 2.0. Features CLI, HTTP admin, and optional Telegram bot.

Apple Shortcuts MCP Server 🤖

镜子 (jìng zi)

hq-mcp

Read-only MCP server for VPN business operations, integrating SHM billing and Remnawave panel into composite tools for cross-system queries.

gibRun MCP Server

MCP server for end-to-end API testing with PostgreSQL integration, HTTP requests, Go build automation, and debugging support.

cv-forge

An MCP server that analyzes job postings and generates tailored, ATS-friendly CVs, cover letters, and email templates in multiple formats including PDF.