发现优秀的 MCP 服务器

mcp-hayabusa

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

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.

mcp-coordinator

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

metrillm-mcp

Enables benchmarking of local LLM models (performance and quality) and sharing results to a public leaderboard via MCP tools.

PNDA-MCP

Enables AI agents to search and retrieve metadata and data files from Peru's National Open Data Platform, and generate Jupyter notebooks for data analysis.

Motion MCP Server

Bridges Motion's API with LLMs so you can manage tasks, search projects, check schedules, and more through natural conversation.

hive

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

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.

ssh-mcp

Enables remote server management via SSH, including command execution, file transfer (SFTP), and interactive shell sessions, with support for multiple hosts.

Webpage Design Analyzer

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

bitbucket-mcp-server

A Model Context Protocol (MCP) server that provides tools for interacting with Bitbucket repositories, pull requests, issues, and more.

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.

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.

tokensave

Supercharge your Agent with Semantic Code Intelligence and save 💰 in the process!

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.

open-feishu-mcp-server

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

mcp-examples

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

WayStation MCP Server

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

Reddit MCP Server

Enables interaction with Reddit through the Reddit API, allowing users to search posts, retrieve saved content, fetch comments, reply to comments, and access detailed post information with comment trees.

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.

MCP Workflow Tracker

Provides observability for multi-agent workflows by tracking hierarchical task structure, architectural decisions, reasoning, encountered problems, code modifications with Git diffs, and temporal metrics.

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.

Alegra MCP

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

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.

AI Race Engineer

MCP server that provides F1 telemetry analysis, tyre degradation modeling, and pit strategy recommendations, delivering race engineer-style calls grounded in real data. It exposes tools for degradation fits, fuel correction, and strategy reasoning via LangGraph.