发现优秀的 MCP 服务器

GitHub MCP Server

Connects Claude directly to GitHub repositories for reading code, making changes, committing, and managing branches and pull requests.

FastMCP Document Analyzer

A comprehensive document analysis server that performs sentiment analysis, keyword extraction, readability scoring, and text statistics while providing document management capabilities including storage, search, and organization.

Weather MCP Server

Provides real-time weather queries for 12 major Chinese cities and global cities using the wttr.in API, with tools like get_weather and list_supported_cities.

computer-control-mcp

Enables computer control via mouse, keyboard, OCR, and screen/window management, similar to Anthropic's computer-use.

TensorFeed

Real-time AI industry intelligence MCP server. 6 free tools (news, status, pricing, today summary, agent activity, MCP registry snapshot) plus 13 paid tools (routing, news search, history series, cost projection, deep-dive, comparison, webhook watches). Pay-per-call in USDC on Base, no accounts.

mcp-jobgpt

jobgpt server is used to access job posting from multiple job portals.

requirements-risk-analyser

AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, and missing acceptance criteria before coding, with MCP tools for requirement analysis and risk reporting.

AppFolio MCP Server

MCP server for AppFolio property management data, providing six catalog-backed tools to discover, describe, and run reports (Reporting API) and call endpoints (Database API) for reading and writing property management records.

BDE Score

MCP server for AI-powered multi-market stock analysis, offering 7-factor quantitative scoring across US, HK, and A-share markets with tools for stock analysis, screening, sector, and ESG insights.

Qdrant Sync MCP Server

Enables bidirectional synchronization of vector database collections between local and remote Qdrant instances with tools for comparison, dry-run previews, and sync operations in both directions.

E-phy MCP Server

Provides access to the French e-phy catalog for detailed information on pesticides, fertilizers, and other phytosanitary products. It enables users to search for products, retrieve authorized usage specifications, and check the approval status of active substances.

OutlookMaster-MCP

A comprehensive MCP server for Microsoft Outlook email management, enabling mail operations, smart search, statistical analysis, and more via natural language.

MCP Hello World Server

A demonstration Model Context Protocol server that provides a configurable 'Hello World' tool with multi-language support and input validation. It supports both local stdio and remote HTTP deployment via Docker, facilitating testing and integration with platforms like Cursor and Manus.

passkey-mcp

A cross-platform secrets manager that stores named credential sets in the system keychain and injects them as environment variables, enabling secure secret management for AI coding assistants and CLI tools.

proton-mail

A safe-by-default MCP server that gives Claude access to your Proton Mail through Proton Mail Bridge's localhost IMAP/SMTP. Sending requires human approval and destructive operations are limited.

futures-analysis-mcp

MCP server for domestic futures analytics, providing tools to fetch OHLCV data, check data quality, analyze market metrics, and generate markdown reports via the Model Context Protocol.

TinyPyMCP

A sandboxed MCP server for agents that provides file read/edit, code intelligence, search, allowlisted command execution, package lookups, persistent memory, and VPS channel clients, all confined to C:\Work.

TechMCP - PSG College of Technology MCP Server

Enables AI assistants to access PSG College of Technology e-campus portal data including CA marks, attendance records, timetable schedules, and course information through natural language queries.

Mcp-Omega-Brain

AI agent provenance, trust, and auditability layer. VERITAS multi-gate scoring, Cortex approval gates, S.E.A.L. hash-chain audit ledger, and semantic RAG with cryptographic provenance tracking for every decision an agent makes.

LoneStarOracle MCP Server

38 AI data tools for Claude and any MCP-compatible agent covering crypto, DeFi, equities, commodities, energy, real estate, government intelligence, security audits, and more.

mcp-rag-mini

A minimal RAG service that exposes a vector index for document retrieval via REST and MCP, allowing querying for relevant document chunks and returning a suggested LLM prompt.

TachiBot MCP

Multi-model AI orchestration platform with 64 tools across 12 AI providers, enabling intelligent workflows from any MCP client.

Loopbreaker

Provides tools for agents to manage a local review graph, tracking acceptance behaviors, evidence, review passes, and human waivers to decouple review convergence from shipping readiness.

cisa-kev-mcp

MCP server to query and manage CISA Known Exploited Vulnerabilities catalog with EPSS overlay, enabling vulnerability checks and remediation deadline tracking.

rive-mcp

Enables creating, editing, inspecting, rendering, and live-previewing Rive (.riv) animations directly from Claude without needing the Rive editor or cloud subscription, including building .riv files from scratch and a local web studio for human-AI collaboration.

legalize-mcp

A read-only MCP server providing access to national legislation from 37 jurisdictions via the legalize-dev corpus, with tools for searching, retrieving laws, and browsing reform history.

Logseq MCP Server

Connects AI assistants to Logseq knowledge graphs to read, write, and search pages, blocks, and journals via the Model Context Protocol. It features 17 tools for full graph management, including CRUD operations, batch block insertion, and full-text search.

CSMAR MCP Server

Enables direct access to CSMAR financial databases through Claude Code. Supports 240+ databases including financial statements, stock trading data, and company information with intelligent login management and 11 MCP tools.

grafema-mcp

Grafema builds a queryable knowledge graph of your codebase and allows you to enforce structural invariants and query the system using Datalog or Cypher.