发现优秀的 MCP 服务器

yelp-mcp-min

Minimal MCP server for the Yelp Fusion API v3, enabling business search, phone lookup, match, details, and reviews via FastMCP.

Reuters Business and Financial News MCP Server

Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

job-search-mcp

An MCP server that retrieves resume/experience evidence relevant to a job description via vector RAG, and tracks fit-analysis results in a configurable tracking store (Notion or SQLite), with tools like match_job, push_to_tracker, and list_applications.

Houtini-lm

Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompting - Offload tasks to LM Studio from Claude Desktop.

GitHub Code MCP

Enables read access to GitHub source code, including code search, file contents, symbols, and Java-aware fragment extraction, with optional per-call repository overrides.

nanami-products

MCP server for generating astrology chart data (Western, Jyotish, Four Pillars) using Swiss Ephemeris and AI-based interpretation.

@jingjingbox/mcp-cli-bridge

Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management and file reading capabilities.

MCP Prompt Enhancer Server

Transforms simple prompts into detailed, professional specifications using AI, designed to get better results from Claude, ChatGPT, and other AI assistants.

OpenCode MySQL Connector

A MySQL MCP server providing tools to query and explore MySQL databases via stdio transport.

DeepAnalyze MCP Server

Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities through MCP tools, including multi-round reasoning, code execution, and file operations.

DutyHub MCP Server

Enables Claude to automate project management on DutyHub, including tasks, sprints, and comments.

FireCrawl MCP Server

镜子 (jìng zi)

Exhibition Big Data MCP Server

Provides comprehensive tools for querying enterprise exhibition records, searching for industry exhibitions, and retrieving detailed venue information across China. It enables users to analyze participation history and discover specific events using keyword-based fuzzy searching.

Facts By API Ninjas MCP Server

Enables users to retrieve random interesting facts from the Facts By API Ninjas API. It supports fetching multiple facts at once through a simple limit parameter via the Model Context Protocol.

Gerrit MCP Server

An MCP server that enables language models to query and manage Gerrit code reviews via the REST API.

Rathbones Reconciliation MCP PoC

Emulates Orbus Infinity and ServiceNow CMDB as two MCP endpoints on a shared synthetic dataset to enable a reconciliation agent to compare architectural and operational data.

Skill Shelf

Enables AI agents to search, browse, install, and manage a large library of skills via only 7 MCP tools, with skills stored locally and loaded on demand to minimize context overhead.

Berlin-Search-Service

A model context protocol server that provides Berlin administrative service data, allowing AI assistants to search and retrieve over 1000 public service information provided by Berlin authorities.

io.github.CSOAI-ORG/coppa-ferpa-mcp

MCP server for children's privacy compliance, enabling checks under COPPA, FERPA, UK Age Appropriate Design Code, and EU AI Act provisions for minors.

MCP Atlassian

Integration server that connects AI assistants to Atlassian products (Confluence & Jira), enabling natural language interactions for searching content, managing issues, creating documents, and updating project information.

Vruum MCP

Provides AI agents with access to Vruum's AI revenue platform, enabling outbound, deals, pipeline, and CRM automation with 155 tools for searching, managing people, deals, outreach, and engagement, while your AI harness authors all sales and marketing prose.

Youtube Vision MCP

利用 Google Gemini Vision API 与 YouTube 视频交互的 MCP（模型上下文协议）服务器。它允许用户获取 YouTube 视频的描述、摘要、问题解答以及提取关键时刻。

expense-mcp-app

A minimal MCP server that provides expense submission and listing tools with an interactive Fluent-2 widget for Microsoft 365 Copilot and Copilot Cowork. It uses Streamable HTTP transport and anonymous auth for development.

Clangaroo

Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing with clangd LSP for efficient symbol lookup, navigation, and hierarchy analysis. It optionally integrates Google Gemini AI to deliver deeper architectural insights and automated documentation summaries.

TrendRadar MCP Server

Enables quick deployment of a trending news assistant with multi-channel notification and AI analysis, helping users stay updated with relevant news.

Clarion Knowledge Base

Enables semantic search across Clarion programming documentation via natural language queries in Claude AI, supporting 21 manuals and 21,747 indexed chunks.

zswarm-mcp

Enables coordination of CLI AI agent crews across Zellij terminal panes, allowing users to spawn agents, send prompts, inspect outputs, sync signals, and manage git worktrees via natural language.

falllineage-mcp

Sovereign, MIT-licensed MCP server for professional-service workflow tooling, with Ed25519 signing, offline capability, and machine-callable by AI agents.