发现优秀的 MCP 服务器

DB MCP Gateway

Provides read-only access to databases for MCP-compatible AI tools, allowing schema exploration and SELECT queries without exposing credentials or risking data changes.

bugtracker-mcp

Unauthenticated MCP server for a bilingual (Hebrew/English) issue tracker, enabling bug management, search, and statistics via tools, resources, and prompts.

Aptly MCP Server

Enables AI assistants to manage Debian package repositories through natural language using the Aptly package management tool. Supports repository creation, package operations, snapshot management, publishing, and mirror synchronization.

librarian

An MCP server that enables LLMs to search, summarize, and retrieve detailed information from Wikipedia across multiple languages. It supports automated fact-checking by allowing models to proactively verify factual claims using Wikipedia's database.

polymarket-news-mcp

Connects real-world news to Polymarket prediction markets by matching headlines to relevant markets with live odds. Read-only by default with optional trading capabilities.

research-assistant-mcp

An MCP server that enables saving, retrieving, and managing research content using ChromaDB vector storage and semantic search.

connectwise-sell-mcp

MCP server wrapping the ConnectWise Sell REST API, providing tools to manage quotes, line items, tabs, customers, terms, templates, recurring revenue, and tax codes.

mcp-scholar

"mcp\_scholar" 是一个基于 Python 的工具，用于搜索和分析 Google Scholar 论文，支持诸如基于关键词的搜索以及与 MCP 客户端和 Cherry Studio 集成的功能。它提供诸如从 Scholar 个人资料中获取引用次数最高的论文以及总结研究热点等功能。

allabout-mcp

MCP 服务器及其他 (MCP fúwùqì jí qítā)

mef_subnational_efficiency_mcp

Provides 10 tools over the CKAN API to audit and analyze Peruvian public spending, including budget execution data for 2025 and digitized historical records from 1964.

Brokerage-MCP

A Model Context Protocol server built with the mcp-framework designed to provide brokerage-related tools and functionality. It allows users to integrate financial brokerage services and data into the MCP ecosystem.

Sensei

Provides Claude with persistent memory about the user's skills, learning history, and project context to deliver personalized, adaptive explanations and avoid repeating basics.

CodeGraphContext

Indexes local Python code into a Neo4j graph database to provide AI assistants with deep code understanding and relationship analysis. Enables querying code structure, dependencies, and impact analysis through natural language interactions.

weibo-mcp-server

一个获取前N微博热搜的 MCP 服务，支持 stdio 和 SSE 模式调用。 (Simplified Chinese)

med-lit-mcp

Enables searching medical literature, clinical trials, drug information, guidelines, and medical fee schedules directly from Claude, returning only original sources and text without medical judgment.

mcp-server-diceroll

芙美惠的抄袭

Kubecost MCP Server

An implementation that enables AI assistants to interact with Kubecost cost management platform through natural language, providing access to budget management and cost analysis features.

Dispatcher MCP Server

一个 MCP（模型上下文协议）服务器，它充当 `dpdispatcher` 库的包装器。它允许语言模型或其他 MCP 客户端在本地机器或 `dpdispatcher` 支持的 HPC 集群上提交和管理计算任务。

Amazing Marvin MCP

Integrates the Amazing Marvin productivity system with AI assistants to manage tasks, projects, and time tracking. It enables users to query their workload, receive personalized productivity coaching, and update their schedule through natural language.

web-performance-mcp

Enables web performance analysis using Google PageSpeed Insights and Chrome UX Report APIs, providing compact metrics and diagnostics without local browser automation.

JavaSinkTracer MCP

Enables AI-powered Java source code vulnerability auditing through function-level taint analysis. Performs reverse tracking from dangerous functions to external entry points to automatically discover potential security vulnerability chains.

MCP Figma to React Converter

将 Figma 设计稿转换为带有 TypeScript 和 Tailwind CSS 的 React 组件，通过从 Figma 文件中提取组件并将它们转换为可直接使用的代码来实现。

Blender MCP

Enables any MCP client to drive Blender 5.2 LTS through natural language, with tools for scene inspection, object creation and transformation, material and modifier handling, rendering, viewport capture, and guarded Python execution.

tribunal_trf2_processo_eproc-mcp

Read-only MCP server for consulting official TRF2 (Brazilian Federal Regional Court 2) case/process information via the eproc system, using prepaid credits and hosted without credentials.

notion-multi-mcp

An MCP server that lets AI assistants operate multiple Notion accounts simultaneously.

lessons-mcp

An MCP server that stores and searches lessons learned to prevent repeating mistakes, with full-text search and tag-based navigation.

Fitbit MCP Server

A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit API, allowing the LLM to request and retrieve user health and fitness data through defined tools.

secureFlows MCP Server

Cloud-deployable MCP server exposing secureFlows' OpenAPI operations (tagged ai-safe/ai-optional) as MCP tools, plus static helper tools like login URL building and integration linting for coding agents.

cortex-mcp

Calendar MCP server with atomic booking, conflict prevention, deterministic RRULE expansion, and TOON token compression for AI agents.

crew_research

Enables deep web research, verification, and structured report generation with citations directly inside Cursor via MCP.