发现优秀的 MCP 服务器

@ui5/mcp-server

Enables AI agents to assist with UI5 application development by providing tools for project scaffolding, API reference lookup, code analysis, and validation.

swift-iso20022-mcp

An MCP server that provides AI agents with tools to validate SWIFT MT and ISO 20022 MX payment messages, check BIC/IBAN correctness, and convert between MT and MX formats.

Bear Notes MCP Server with RAG

使用语义搜索和 RAG（检索增强生成）将 Bear Notes 连接到 AI 助手，使 AI 系统能够通过有意义的搜索（而不仅仅是关键词匹配）来访问和理解您的个人知识库。

mcp-arcgis-sanbernardino

City of San Bernardino GIS — San Bernardino, California open geospatial data (ArcGIS).

usafiri-mcp

MCP server for Kenya transport — matatu route finder, NTSA services, boda licensing, freight logistics, passenger rights.

Email Send/Receive MCP Server

Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols with support for attachments, HTML content, and email validation.

obsidian-semantic-mcp

A persistent memory layer for Claude Desktop that enables semantic search and CRUD operations on your Obsidian vault using local embeddings and PostgreSQL+pgvector.

workflowy-mcp

Lets humans, scripts, and AI agents safely read, search, organize, and edit a WorkFlowy account.

Elastic Brain ZH

An Elasticsearch-based AI memory system optimized for Chinese that enables persistent knowledge storage and complex entity relationship management via the Model Context Protocol. It features advanced semantic search using the IK analyzer and supports multi-zone memory isolation for specialized knowledge graphs.

qsearch

Enables AI agents to perform web searches with full content retrieval and multi-engine provenance, including trust scoring and local corpus persistence, via MCP integration.

odoo-mcp

Enables AI agents to interact with Odoo 19 via JSON-2 API, supporting CRUD operations on Odoo models through MCP tools.

pixel-mcp

Enables LLMs to create and edit pixel art reliably with support for layers, frames, symmetry, and various drawing tools.

PR-Reviewer

Analyzes GitHub pull requests and creates detailed reports in Notion via MCP.

mcp-agent-app

Converts GeoJSON geometries into 3D triangulated meshes using a local LLM (Ollama), exposing an MCP tool for mesh generation.

ML Jupyter MCP

Execute Python code with persistent state across Claude conversations using a background Jupyter kernel. Supports creating notebooks, managing virtual environments, and maintaining variables/imports between code executions.

substrate-mcp

Enables persistent AI entities with causal memory, emotional state, and identity continuity. Provides 31 tools for memory, cognition, emotion, planning, reasoning, and more.

Tribunal TRT5: Certidão Eletrônica de Ações Trabalhistas (CEAT)

MCP server for querying official Brazilian labor lawsuit certificates (CEAT) from Tribunal TRT5, read-only and available to any MCP client over HTTP.

google-ads-mcp

MCP server for Google Ads API — 22 tools for campaigns, keywords, RSAs, assets, audiences, geo/device performance, impression share, auction insights, and budget pacing. Community edition with B2B/agency-focused tooling beyond the official Google MCP.

L4

Enables MCP clients to access and manage a personal markdown knowledge base stored in Cloudflare R2. Provides tools for listing, reading, writing, searching (full-text and semantic), and following backlinks between notes.

PDF Processor MCP Server

A Model Context Protocol server that enables Claude to fetch, process, and extract information from PDF documents, including LaTeX mathematical equations.

Atlas Cloud MCP Server (Image / Video / LLM APIs)

Atlas Cloud MCP Server enables developers to access state-of-the-art AI models for image generation, video generation, and LLMs through a unified MCP interface. Fast, scalable, and cost-efficient alternative to traditional AI providers.

fast-web-search-mcp

A production-ready MCP server for free web search, news search, and webpage content extraction using DuckDuckGo and Bing.

colab-mcp

Bridges a local AI agent to a Colab session in the browser, enabling code execution and file operations through the Model Context Protocol.

Scout MCP Server

Enables AI agents to interact with Scout Live platform capabilities through standardized MCP primitives, including tools for app management, deployment, and logging.

CodeHealth MCP

AI-powered codebase health analysis — detects dead code, circular dependencies, coupling issues, and architectural drift. 6 MCP tools for Claude Desktop, Cursor, Windsurf, and Slack.

Indonesian Stock Analysis MCP Server

Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-time stock data, technical and fundamental analysis, and buy/sell recommendations.

mcp-finance-server

MCP server that provides real-time stock quotes and company summaries using the Alpha Vantage API. It enables natural language financial data queries in Claude Desktop and other MCP clients.

logimu-shopping-mcp

Real Amazon (US, UK, DE, CA, AU) & Walmart shopping data for AI assistants: ranked product shortlists, current prices, live stock, real ratings, and price/BSR history from a 17M+ product warehouse. Free hosted endpoint, no signup — 30 queries a day.

Trello MCP Server

Enables managing Trello boards, lists, cards, labels, checklists, members, and attachments through natural language via Claude Desktop.

mcp-remote-server

用于 Copilot 集成的 MCP 远程上下文服务器