发现优秀的 MCP 服务器

Z3/SMT MCP Server

Enables constraint solving, logical reasoning, and satisfiability checking using the Z3 theorem prover via natural language.

llama-memory

Provides persistent history and semantic memory for llama-server, enabling cross-session recall and memory management through MCP tools.

io.github.wenRou21/sqlbot-mcp-proxy

Enables natural-language querying of databases via SQLBot, with datasource discovery, metadata inspection, and report generation.

Cursor10x MCP

The Cursor10x Memory System creates a persistent memory layer for AI assistants (specifically Claude), enabling them to retain and recall short-term, long-term and episodic memory on autonomously.

mcp-md-vector-search

一个轻量级的 MCP 服务器实现，利用 PGLite 和 pgvector 对本地 Markdown 文档执行高效的相似性搜索，并使用模型上下文协议 (MCP)。

mcp-bun-fetch

Fetches web content, converts HTML to Markdown, and processes it with Claude AI, bypassing common bot blocks.

mcp-usajobs

Search and retrieve US federal job postings from USAJOBS.gov. Includes tools for finding announcements, agencies, pay grades, and occupational series.

io.github.1nzpainter/painting-lessons

Search transcribed painting lessons from mypaintingclub.com using natural-language questions, returning relevant passages with links to lessons and timestamped video deep links.

sipflow

Enables AI agents to access curated SIP/VoIP documentation, troubleshoot traces, and analyze telecom configurations with 20+ read-only tools.

filezop

Exposes file system operations to AI clients via MCP, enabling secure read, write, and management of files and folders.

Remote MCP Server

A Cloudflare Workers-based MCP server that enables connecting AI assistants like Claude Desktop to custom tools without authentication requirements.

Market Expert MCP

A specialized MCP server that provides institutional-grade financial data and market research via the Finnhub API. It enables AI agents to function as equity researchers, generating professional market reports and high-fidelity analysis for stock tickers.

The code samples here are not for production use

安全的可执行代理工具仓库环境

MCP Activities

Enables users to create and manage activities in the meupontoonline system through natural language. It handles automatic DTO transformation and authenticated form-data submission to the meupontoonline API.

youtube-mcp

An MCP server for authenticated YouTube writes, enabling video uploads, caption tracks, playlist management, and metadata edits with safety guards and async jobs.

contextfs

ContextFS gives LLM agents a persistent, structured filesystem via MCP, enabling sandboxed file operations, workspace management, and memory/skills storage without direct machine access.

mcp-server-imessage

用于在 macOS 上与 iMessage 交互的 MCP 服务器

Calibre RAG MCP Server

Enables semantic search and contextual conversations with your Calibre ebook library using vector-based RAG technology. Supports project-based organization, multi-format book processing, and OCR capabilities for enhanced content extraction and retrieval.

Bing Flights MCP Server

Enables flight search and price comparison by scraping flight information from Bing Flights. Supports one-way and round-trip searches with customizable passenger counts, cabin classes, and booking details.

OpenWeather MCP Server

Integrates the OpenWeather API with Claude to provide real-time weather updates, 5-day forecasts, and air quality data. It enables users to query current conditions, pollution levels, and coordinate-based weather information directly within their conversations.

product-hunt-mcp

product-hunt-mcp

enhanced-mcp-memory

An MCP server for intelligent memory and task management with semantic search, automatic task extraction, and knowledge graphs, enabling AI assistants to maintain context and learn project conventions.

mcp-data-issy

MCP server for querying and exploring Issy-les-Moulineaux open data datasets (city services, mobility, environment) via OpenDataSoft API.

google-health-mcp

An MCP server that connects AI clients to the Google Health API, enabling natural language queries about health and fitness data such as steps, sleep, heart rate, and exercise sessions.

XR875 Build MCP

Provides tools for compiling and packaging XR875 project components, including M33 and C906 cores, OTA builds, and firmware packaging. It enables AI assistants to manage the full build lifecycle of XR875 SDK projects through standardized MCP commands.

ROIC.ai Financial Data MCP Server

Enables AI assistants to access stock prices, financial statements, earnings call transcripts, and fundamental data for 60,000+ public companies via 25 read-only tools.

justserpapi-mcp

Enables AI assistants to search Google, Maps, Trends, and other web data through JustSerpAPI endpoints. Supports natural language queries, endpoint discovery, pagination, and schema inspection.

mcp-orchestrator

Manages local MCP servers on Windows: installs them, starts them hidden at logon, restarts them when they crash, and monitors them via a tray icon, with tools for lifecycle, catalogue, and session management.

kalshi-kernel

Enables AI agents to interact with Kalshi event contracts and perpetual markets via a safety-focused MCP interface, with paper trading by default, strict schemas, and fail-closed behavior.

Claude MCP x Google Docs

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够以编程方式读取、附加和格式化 Google 文档中的文本。