发现优秀的 MCP 服务器

Geniro Graphiti MCP

A Model Context Protocol server that provides Claude CLI with a Graphiti knowledge-graph memory backed by Neo4j, featuring synchronous writes and no silent ingestion failures.

SQL Server MCP Service

A secure Model Context Protocol service that enables executing SQL Server queries with built-in protection against SQL injection and destructive operations.

Your Echo Agent

Hire autonomous PR outreach agents from any MCP-compatible LLM. All-in-one AI outreach: find verified leads, draft hyper-personalized emails, discover conferences/webinars/communities in your niche, and triage replies — all from any MCP client.

autokg

Turns warehouse/lakehouse tables into a governed entity-relationship knowledge graph exposed through MCP, enabling AI agents to answer multi-table business questions without hard-coded SQL or large schema prompts.

mechanical-turk

An MCP server that inverts AI-human interaction: AI agents can ask humans questions via a browser console, blocking until answered.

HTZL A Share MCP

MCP server providing 29 A-share analysis skills including real-time data, capital flow, limit-up tracking, technical/fundamental analysis, backtesting, risk control, and Xueqiu portfolio tracking, enabling AI agents to execute market research and strategy tasks.

claude-mcp-server

MCP server wrapping Claude CLI, enabling any MCP host like Cursor to use Claude as a sub-agent with dispatch modes.

PipeDrive MCP Server

A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to read, write, and analyze CRM data conversationally through 100 tools including performance reporting and loss analysis.

Zoom API MCP Server

Enables interaction with Zoom services through the Zoom API. Provides access to meeting management, user administration, and other Zoom platform features through natural language commands.

File Organizer MCP

An intelligent MCP server that analyzes folder contents to automatically categorize files and suggest meaningful naming conventions based on file types and content. It enables users to organize messy directories into structured topic-based folders through automated analysis, renaming, and file movement tools.

File System MCP Server

Enables safe file system operations including reading, writing, updating, and deleting files with built-in security safeguards, automatic backups, and comprehensive error handling. Provides directory listing, file metadata extraction, and protects against operations on system-critical paths.

Motion MCP Server

Enables natural language management of Motion tasks, projects, schedules, and more by bridging the Motion API with LLMs through the Model Context Protocol.

MCP Learning Demo

A hands-on demonstration project that teaches the Model Context Protocol (MCP) through Python code, allowing users to understand how AI models interact with their context through a provider-agent architecture.

Cloudflare Workers MCP Server

Enables managing Cloudflare Workers through Claude, with read-only tools for listing and viewing workers, and planned deployment of static sites and worker scripts via natural language.

census-trade-mcp-server

An MCP server for the U.S. Census Bureau's International Trade Data API, enabling queries of monthly export and import statistics by HS, NAICS, end-use, and other classifications, with tools for trade balance, top partners, and country code lookup.

Microsoft 365 MCP Server

Provides Claude Desktop and Claude Code with access to Microsoft 365 email and calendar services via the Microsoft Graph API. It enables users to manage emails, search folders, schedule calendar events, and check availability through natural language commands.

WorkspaceGuard

Structured workspace runtime for long-running coding agents, providing controlled workspace capabilities with task state, snapshots, checkpoints, drift detection, verification evidence, audit logs, and structured handoff.

jaxa-earth-mcp

Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.

zendesk-mcp

Connects AI assistants to your Zendesk account with 14 curated tools for managing tickets, users, organizations, and help center articles, running locally with no third-party services.

SCP Local MCP Server

Enables secure access to customer e-commerce data (orders, loyalty points, offers, preferences) through the Shopper Context Protocol with OAuth 2.0 authentication. Supports discovering and connecting to SCP-enabled merchants for personalized shopping assistance.

DXN1-AUDIO-AI-TOOL

AI-powered music production toolkit enabling AI agents to generate, remix, separate stems, master tracks, and control DAWs via MCP.

Tlaloc MCP Server

Provides AI assistants with live, authenticated access to official Mexican data sources including CURP, RFC, postal codes, phone numbers, SPEI payments, CFDI status, DOF semantic search, and geocoding via INEGI/INE.

Azure Diagram MCP Server

Enables creation of Azure architecture diagrams from natural language descriptions, generating PNG images automatically.

reactotron-mcp

Acts as a proxy between your app and Reactotron, enabling AI assistants to read logs, inspect state, monitor network requests, and trigger custom commands.

bank.mcp

MCP server that turns bank transactions into a financial digest including cash-flow forecast, spending breakdown, fee detection, and receipt reconciliation, exposing deterministic engines as JSON-RPC tools.

MCP Google Calendar Server

Enables calendar management through Google Calendar API with OAuth2 authentication, multi-account support, and features like event creation, availability checking, and attendee management.

break-clause-analyzer

Analyzes UK commercial lease break clauses by extracting clause text, checking four conditions (notice, arrears, vacant possession), and assessing validity with grounded citations and human-verify gates.

Minimal MCP Server

A minimal MCP server boilerplate in Python for testing client-server communication, providing a simple 'hello' tool to verify connection.

mdr-medical-device-mcp

Enables classification of medical devices, IVDs, and AI/ML SaMD under EU MDR and IVDR regulations.