发现优秀的 MCP 服务器

Figma MCP Server

A Python implementation of the Model Context Protocol server that enables AI assistants to interact with Figma through WebSocket connections, allowing them to read, analyze, and export design data.

Meetup MCP

Plans meetups with driving-time-balanced area suggestions and place recommendations using Kakao Local and Mobility APIs.

OntoRamp Transformation Radar

Analyzes enterprise transformation programs to surface maturity gaps and risk signals, enabling AI agents to identify stalled initiatives and prioritize actions.

SafraPay MCP

Connects SafraPay accounts to AI assistants for reading balances, statements, credit card bills, and investments via Open Finance Brazil, read-only.

Document Operator MCP

Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx) files through natural language commands, including batch queries and temporary table management.

Indeed MCP Server

Enables MCP clients to search Indeed job listings by keyword and location and retrieve full job postings as structured JSON, without requiring an Indeed developer account or partner approval.

SEFAZ AM: Certidão Negativa de Débitos

Read-only MCP server for consulting official SEFAZ Amazonas negative debt certificates (Certidão Negativa de Débitos), with a single tool accessible via any MCP over HTTP client.

mcp-server-crypto-news

Free, no-auth crypto news API with 200+ sources for fetching real-time and historical crypto news.

@cyanheads/reference-data-mcp-server

Look up countries, timezones, periodic table elements, physical constants, units, HTTP status codes, and MIME types via MCP. STDIO or Streamable HTTP.

AuthMCP Gateway

Secure MCP protocol proxy with OAuth2 + Dynamic Client Registration (DCR), JWT auth, RBAC, rate limiting, multi-server aggregation, and a monitoring/admin dashboard.

pumperly-mcp

MCP server that exposes any Pumperly instance to LLMs, enabling real-time fuel price queries, station search, route planning, and geocoding.

odoo-doc-mcp

MCP server that provides live Odoo documentation (v15.0–v19.0+) in clean Markdown, enabling AI assistants to search, fetch, and export official Odoo user and developer docs.

MCP UI Glue Code Generator

Automates frontend integration by mapping messy API JSON responses to Vue or React Design System components, generating Zod schemas for type-safe data transformation with live UI previews in chat.

codescan

Enables querying a Neo4j-based code graph for Python projects, providing tools for code structure, call graph, and test coverage analysis.

Ambiance MCP Server

Provides intelligent code context and analysis through semantic compression, AST parsing, and multi-language support. Offers 60-80% token reduction while enabling AI assistants to understand codebases through local analysis, OpenAI-enhanced insights, and GitHub repository integration.

Amadeus MCP Server

一个模型上下文协议服务器，连接到 Amadeus API，使 AI 助手能够搜索航班、分析价格、查找最佳旅行优惠以及规划多城市旅行。

ERC-8126 Scan MCP Server

Enables users to search the on-chain index of 378,000+ ERC-8004 agents and read Cybercentry verification results spanning token, code, media, web, and wallet dimensions.

mcp-arcgis-leecounty

Enables AI agents to search and query Lee County GIS open geospatial datasets (parcels, addresses, zoning, public works) via ArcGIS Feature Services.

ADT MCP

Multi-system MCP server for reading and writing ABAP source via SAP ADT, with a local web admin, browser-based login, and tools for source navigation, editing, activation, testing, and debugging.

xianyu-buyer-mcp

Enables automating buyer-side workflows on Xianyu (Goofish) by searching products, sending individual or batch price inquiries, and retrieving seller responses through MCP tools.

MCP Software Engineer

Enables Claude to function as a full-stack software engineer with comprehensive development capabilities including project creation, database management, frontend/backend development, testing, deployment, and DevOps operations across multiple frameworks and technologies.

Spryker Search Tool MCP Server

Provides natural language search capabilities for Spryker GitHub repositories, packages, and public documentation. It enables code-level searches across Spryker organizations to help developers find relevant modules and technical information.

mealie-mcp-server

A MCP server for Mealie recipe management. Exposes 43 tools and 1 prompt for AI assistants to search, create, and manage recipes, meal plans, shopping lists, categories, and tags.

Altaviz

Enables monitoring and managing multi-platform media buying accounts via natural language, detecting anomalies like creative fatigue and spend spikes, with AI-powered recommendations and a human-in-the-loop approval queue.

Personal Knowledge-Base MCP Server

A Personal Knowledge-Base MCP Server that provides semantic search over a student-owned document collection using MCP, Gemini embeddings, and Qdrant. It exposes tools for searching notes, retrieving full documents, and listing indexed sources.

Clockify MCP Server

A scoped MCP server for managing Clockify workspaces, offering read/write tools for clients, projects, tasks, tags, and time entries, with idempotent structure scaffolding and gated deletion.

Web Search MCP Server

This MCP server provides tools for AI agents to search the web, fetch page content, and query specific elements from pages using DuckDuckGo.

Github Mcp Server Review Tools

扩展了 GitHub MCP 服务器，增加了用于拉取请求审查评论功能的额外工具。

Frigolog HACCP MCP

Provides AI agents with accurate French HACCP regulatory data, live RappelConso recalls, and Alim'confiance scores to ensure food safety compliance and avoid hallucinations.