发现优秀的 MCP 服务器

Rubric Protocol MCP Server

Enables AI compliance attestation and verification for EU AI Act, HIPAA, and other regulations, with tools for signing, proving, and anchoring AI decisions to Hedera mainnet.

B2Brilliant MCP Server

Enables business analysis, compatibility checking, and marketing campaign creation using the B2Brilliant API. Tools allow discovering and refining business information from URLs and generating personalized outreach campaigns.

Concrete CMS MCP Server

Enables interaction with Concrete CMS sites through the Concrete CMS REST API, allowing content management, user operations, and file uploads via natural language.

Canvas Poke MCP

Connects Canvas LMS to Poke for proactive text reminders about upcoming assignments and deadlines.

slimdex-mcp

Slimdex is a local MCP server that helps coding agents retrieve code narrowly—outlines, line ranges, symbol bodies, references, and intent-based searches—instead of reading whole files into context, featuring a persistent index and tools for exploration, editing, and session memory.

AgentWebSearch-MCP

An MCP server that provides web search and content fetching using real Chrome browsers via CDP, bypassing bot detection and requiring no API keys.

Bing Webmaster Tools MCP

Enables to interact with the Bing Webmaster Tools API for managing sites, URLs, sitemaps, and viewing analytics.

MCP Outlook Server

Enables sending emails through Microsoft Outlook using the Microsoft Graph API. Provides the missing send-email capability for Agent Builder's Outlook connector with support for both delegated and app-only authentication flows.

Hedwig

An MCP wallet server that lets an AI agent hold, send, and spend USDC on Hedera, using the x402 standard for HTTP payments.

Paprika 3 MCP Server

好的，这句话翻译成中文是： **用自然语言在 Paprika 中创建和保存食谱！**

codebase-mcp

Enables AI agents to semantically search and navigate code repositories using natural language, with support for multiple repos, incremental indexing, and no local install needed.

MCP Gateway

A Bun-based gateway that provides self-describing, discoverable APIs for AI agents, restoring the hypermedia pattern of the web. It allows agents to autonomously explore and understand API surfaces through MCP protocol.

yfinance

A Model Context Protocol (MCP) server that provides comprehensive access to Yahoo Finance data through 18 specialized tools for pricing, financials, options, holders, and news.

Advanced Trello MCP Server

An enhanced Model Context Protocol server providing comprehensive integration between Trello and Cursor AI with 40+ tools covering multiple Trello API categories for complete project management.

document-reader-mcp

Universal MCP server for extracting text from various document formats including PDF, Excel, Word, CSV, and more, with support for streaming, limits, and markdown conversion.

Processkit

Standalone MCP harness for cross-system process evidence, code-change impact review, and natural-language repository checkout mapping, with optional accelerators like CodeGraph.

mcp-datagouv-fr

MCP server for the French open-data catalogue data.gouv.fr, enabling dataset search and retrieval, organization lookup, and reuse discovery via natural language queries.

FastAPI Docs MCP Server

Provides AI assistants with real-time access to FastAPI documentation, enabling search, browsing, code examples, and comparisons.

Model Context Protocol (MCP) Server for dify workflows

镜子 (jìng zi)

Learning with Claude

学习仓库：与 Claude 学习会话和笔记。所有文件均由 Claude MCP 服务器上传。

AI-Pentest-MCP

Enables natural-language-driven security testing by orchestrating multiple pen-testing tools through MCP, with automated scan execution and AI-assisted vulnerability summarization.

Apache Beam MCP Server

使用 MCP 服务器来管理带有不同运行器的 Apache Beam 工作流

냥톨로지

A read-only MCP server that interprets cat behavior signals with evidence and context, helping users understand their cat's actions.

MCPFinanceiro

A server for managing financial accounting entries that provides utilities for database access using SQLAlchemy with environment-based configuration.

Lotlytics — Real Estate Market Data

Live real estate market data for 895 US metros. Ask your AI assistant about home prices, rental yields, investment health scores, migration trends, and affordability. Free tier covers top 50 markets (no account needed). Premium tier unlocks all 895 markets, HUD Fair Market Rents, side-by-side market comparison, and filtered market search.

Solution Memory MCP Server

跨项目问题解决方案记忆系统，自动捕获和搜索解决方案，支持混合搜索和离线存储。

project-memory-mcp

Stores manual project memories, enables semantic retrieval, and tracks per-memory confidence using PostgreSQL with pgvector and OpenAI-compatible embeddings.