发现优秀的 MCP 服务器

hive

Context infrastructure for AI-assisted development — on-demand Obsidian vault access via MCP

Mimir

Local-first memory and retrieval for private project knowledge. Enables indexing files, searching, and asking questions about project documents using local embeddings and LLM.

first-mcp-server

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing users to define custom tools and connect clients like Claude Desktop or Cloudflare AI Playground.

Modular RAG MCP Server

Enables AI assistants to perform retrieval-augmented generation with hybrid search, reranking, multi-modal image processing, and RAG evaluation through standardized MCP tools.

🌐 Starknet MCP Server

Starknet MCP 服务器。

WinKit

A Windows observability MCP server that lets AI agents inspect system health, processes, performance, hardware, and Windows diagnostics. WinKit provides real-time system data and diagnostic signals so AI agents can understand and troubleshoot Windows PCs.

xcsc-tushare-mcp

A FastMCP-based MCP server that provides AI assistants with access to XCSC Tushare financial data APIs, supporting stdio and HTTP transport for stocks, indices, funds, and more.

TestRail MCP Server

Enables comprehensive TestRail test management integration with support for projects, test cases, runs, results, advanced reporting, analytics, and AutoSpectra test automation framework synchronization.

mcp-coordinator

Prevents AI coding agents from conflicting by coordinating file claims and resolving conflicts in real-time across multiple sessions.

agent-email

A headless, disposable email inbox that an AI agent drives over MCP, enabling temporary email addresses and email receipt for testing signup flows.

Sigil MCP Server

Provides IDE-like code navigation and search for local repositories, enabling AI assistants to perform symbol search, trigram indexing, and semantic navigation.

SupplyMaven API Pro

Real-time supply chain risk intelligence with 25 tools: Global Disruption Index, Manufacturing Index, commodity prices, port congestion, border delays, chokepoints, air cargo, trade policy, energy, rail, freight, economic indicators, predictive signals, and AI intelligence briefs.

MCP_3

Provides paper search and management capabilities along with weather queries, demonstrating MCP integration for AI systems to interact with external resources and tools.

Webpage Design Analyzer

An MCP server that analyzes webpage design images using vision models and generates development documentation in Markdown format.

mcp-hayabusa

Enables MCP clients to run Hayabusa detection scans over Windows event log (.evtx) files for forensic analysis and threat hunting.

mcp-examples

Provides reference implementations of MCP servers using FastAPI and FastMCP, including calculator and RSS/Atom feed parser tools.

Claims desk MCP Server

Medicare claim documentation lookup for CPT codes against live CMS sources, returning structured requirements and document URIs with optional enrichment via RCI APIs.

WayStation MCP Server

Enables connecting MCP hosts like Claude to various productivity tools (Notion, Monday, Jira, etc.) through a secure no-code integration hub.

terraform-test-mcp

Generates structured prompts for Claude Code to create comprehensive Terraform test cases including unit, integration, and mock tests.

Solodit MCP Server

MCP server that provides access to Cyfrin Solodit's database of smart contract security findings, enabling search and filtering by impact, firms, tags, and more.

exa-websets-mcp

Unified gateway to Exa, Websets, and Deep Search for code search, deep research, and structured citations via any MCP client.

@datalanguage/datagraphs-mcp-server

MCP server that connects AI assistants to the Data Graphs knowledge graph platform, enabling natural language search, exploration, and querying of graph data.

Alegra MCP

Enables querying and managing Alegra inventory and products through natural language, including stock checks and product searches.

Raja SQL MCP

An MCP server for interacting with SQLite databases, enabling SQL query execution, schema inspection, and CRUD operations.

open-feishu-mcp-server

Enables natural language interaction with Feishu (Lark) services, including documents, spreadsheets, and more, with zero configuration and OAuth authentication.

MCP PostgreSQL Server

Enables secure read-only access to PostgreSQL databases, allowing users to list tables, query schemas, execute SELECT statements, and inspect table structures through natural language interactions.

GeoCroissant MCP Server

Enables discovering and searching Earth observation datasets from STAC catalogs, generating validated GeoCroissant metadata, inspecting document structure, and previewing records for geospatial ML workflows.

apple-fm-mcp

Exposes Apple's on-device 3B parameter LLM to Claude Code and Claude Desktop via MCP. Zero API cost, fully private, runs on Neural Engine.

mcw

Multi-chain wallet MCP server that enables AI agents to manage Bitcoin, Ethereum, Solana, and Tron wallets via tools for addresses, balances, transactions, and token operations.