发现优秀的 MCP 服务器

Israel Weather MCP

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

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).

StellarMCP

MCP server for Stellar: accounts, payments, XDR, Horizon/Soroban RPC, AMM liquidity, SEP anchors, and Soroban operations. Intended for agents and IDE integrations with strict validation and normalized errors.

babybuddy-mcp

Connect AI assistants to your Baby Buddy instance to log and query feedings, sleep, diaper changes, and more.

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.

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.

Incident Timeline MCP Server

Extracts structured incident analysis from raw communication logs, classifying events by NIST SP 800-61 phases with severity assessment and responder metrics.

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.

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.

Dice Rolling MCP Server

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

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.

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.

alldata-mcp-server

Local MCP server for searching your ALLDATA repair subscription using your browser session, enabling AI agents to access labor times, procedures, TSBs, DTCs, and wiring diagrams.

hiveLLM MCP

Brings a real human expert into Codex or OpenCode by creating a hiveLLM room for message exchange, without using user's API quota or credentials.

Model Context Protocol (MCP) Servers

模型上下文协议（MCP）服务器集合

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.

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.

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.

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.

hq-mcp

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

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.

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.

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.

OpenFoodFacts-mcp

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

gibRun MCP Server

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

Apple Shortcuts MCP Server 🤖

镜子 (jìng zi)

Bell

Provides a notify_done tool for Claude Desktop to trigger desktop popup notifications when tasks complete.

Figma Copilot

Enables AI assistants to interact with Figma designs programmatically, supporting comprehensive design automation including text manipulation with formatting preservation, batch operations, prototyping, auto-layout configuration, and component management.

StratoForce MCP Server

Enables AI assistants to query and analyze Salesforce pipeline data, including pipeline health, deal details, and risk alerts, through natural language.