发现优秀的 MCP 服务器

simple_snowflake_mcp

Enables natural language querying and management of Snowflake databases, including SQL execution, schema exploration, and warehouse monitoring.

shelx-mcp

Wraps SHELX crystallography programs for structure solution and refinement via a chat interface.

Fathom AI MCP Server

Exposes the Fathom AI meeting intelligence API to Claude, allowing users to list meetings, fetch transcripts, and retrieve summaries. It also enables management of teams and members through the Model Context Protocol.

Python Weather MCP Server

Enables AI agents to fetch real-time weather data for any location using the OpenWeatherMap API. Demonstrates how to build a simple MCP server that exposes weather information as a tool for LLMs.

C++ MCP Server

An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.

mcp-comtrade

Provides access to UN Comtrade international bilateral trade data via an MCP server, enabling AI agents to query trade statistics through natural language.

iTechSmart MCP Server

Connects AI agents to the UAIO platform for autonomous IT operations and ProofLink cryptographic verification, enabling tasks like querying platform status, verifying receipts, and simulating attacks.

fda-mcp

Provides LLM-optimized access to FDA data through the OpenFDA API and direct regulatory decision document retrieval, covering all 21 OpenFDA endpoints plus 510(k) summaries, De Novo decisions, and PMA approvals.

MCP Weather Server

A lightweight server that exposes weather-related tools (get_coordinates and get_forecast) using the Modular Command Protocol, designed for integration with AI agents and LLMs.

Sentry MCP Server

一个 TypeScript 服务器，允许 AI 代理通过现代上下文协议访问、检索和分析 Sentry 错误数据。

ContextPulse

Lets AI assistants understand what you're working on — current screen content, recent dictation, clipboard, and saved notes — running entirely on your own machine with nothing sent to the cloud.

world-bank-server

Exposes World Bank development data and country information via MCP resources and tools, enabling AI agents to query historical indicators and live API data.

Novyx MCP

Description: Persistent memory for AI agents with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite or cloud API. 23 tools, 6 resources, 3 prompts.

chess-coach-mcp

Enables local Stockfish-powered chess game analysis, mistake classification, puzzle finding and generation, and study-resource recommendations through MCP tools.

hive-mcp-address-screen

Pre-settlement on-chain address risk screening for autonomous agents, using GoPlus 17-vector analysis and returning Ed25519-signed attestation receipts.

AgentKits Memory

A local, persistent memory system for AI coding assistants that stores decisions, patterns, and session context via MCP tools. It enables cross-session memory management using SQLite and optional vector search without external dependencies or cloud storage.

tactus

A content-agnostic MCP server that lets any AI agent control intimate hardware through a clean, safe tool interface.

google-search-console-mcp-claude-code

Legacy MCP server for Google Search Console data, now superseded by the unified google-seo-mcp-claude-code suite.

mcptix

一个工单追踪系统，通过模型上下文协议 (MCP) 与 AI 助手集成，允许 LLM 管理工单、评论和跟踪项目任务。

Open Targets Platform MCP

Enables AI assistants to interact with the Open Targets Platform API to search and retrieve comprehensive data about target-disease associations, drugs, genes, and drug discovery information through GraphQL queries.

ecommerce-insight-mcp

An MCP server that scrapes e-commerce product and category pages into structured JSON, enabling Claude to build presentations, market analyses, and competitive product comparisons. Currently optimized for Trendyol.

japan-ir-search

MCP server enabling full-text search of Japanese corporate IR filings (EDINET) via AI agents, supporting local SQLite FTS5 indexing and hosted beta API.

@pawells/mcp-memory

Model Context Protocol server for semantic memory and knowledge management with Claude Code.

Model Context Protocol Server

A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.

@mindops/zapsign-mcp

Exposes the ZapSign REST API as MCP tools, enabling LLM-driven document workflows such as creating documents, managing signers, filling templates, running background checks, and handling webhooks.

MCP Servers

MCP 服务器列表

Curl MCP Server

An MCP server that enables AI assistants to make HTTP requests and download files using curl, allowing them to interact with web APIs and content.

Actvt

Actvt's embedded MCP server for macOS. 25 tools for live CPU, GPU, memory and network metrics, listening ports with a guarded port_kill, and Claude Code and Codex session analytics (cost, tokens, transcript search, error patterns). It ships inside the Actvt macOS app and binds to loopback on the user's machine, so it starts with the app, not as a standalone or containerised process.

Ectlocal Connect MCP Server

Enables connection to PostgreSQL databases for EC solution platforms to query and manage e-commerce data including orders, members, and other business information. Provides tools for direct SQL execution, table structure analysis, and specialized e-commerce data retrieval functions.

Meta Social MCP

Enables publishing and managing organic Facebook Page and Instagram content directly through Meta's Graph API without paid third-party services.