发现优秀的 MCP 服务器

Tinderbox MCP Server

一个用于与知识管理工具 Tinderbox 交互的 MCP 服务器。

neurodivergent-memory

MCP server for knowledge graphs designed around neurodivergent thinking patterns, organizing memories into five districts with BM25 ranking and bidirectional connections.

stock-analyzer-ai-mcp

Analyze stocks with financial ratios, comparisons, and sector performance data.

MCP Template

A template MCP server built with FastMCP framework that demonstrates basic tool implementation with a simple addition calculator example.

legion-mcp

一个服务器，旨在帮助用户使用查询运行器（Query Runner）以及集成的模型上下文协议（Model Context Protocol，MCP）Python SDK 来访问和查询数据库中的数据。支持的数据库包括： * PostgreSQL * Redshift * MySQL * Microsoft SQL Server * Google APIs * Amazon Web Services (通过 boto3) * CockroachDB * SQLite

YouTube Data API MCP Server

A FastAPI server that enables interaction with YouTube's data through search, video details, channel information, and comment retrieval endpoints.

AgentShare Price API

AgentShare delivers structured product search and pricing signals for AI agents over REST and MCP (Streamable HTTP). Responses include freshness & coverage metadata so agents can reason about data recency. API keys secure billed endpoints; public discovery at /agent.json and /mcp.json. Currently integrates connected marketplaces and affiliate feeds – roadmap expands to global e-commerce (AliExpre

Enhanced Cognee

Enterprise-grade AI memory infrastructure with multi-agent support, providing 122 MCP tools for memory management, agent coordination, and cross-language SDKs.

hlido-mcp

Independent trust scores, claim audits, and side-by-side comparisons for AI agents, queryable over MCP. Every verdict is backed by hands-on testing and signed evidence from Hlido (hlido.eu). Hosted endpoint available at https://hlido.eu/mcp — no auth required.

Flutter MCP Server

一个基于 TypeScript 的 MCP 服务器，实现了一个简单的笔记系统，使用户能够通过结构化的提示来管理文本笔记，并提供创建和总结功能。

GitHub PR Analysis MCP Server

Enables the analysis of GitHub Pull Requests to extract metadata, commits, and code changes for structured AI insights. It also supports the optional creation of Notion pages to store and organize the resulting analysis.

ms-365-admin-mcp-server

A Model Context Protocol server for Microsoft 365 administration using Graph API application permissions, enabling security monitoring, identity audits, incident response, and service health management.

Fused MCP Agents

一个基于 Python 的 MCP 服务器，它允许 Claude 和其他 LLM 直接通过你的桌面 Claude 应用执行任意 Python 代码，从而使数据科学家能够将 LLM 连接到 API 和可执行代码。

Basic MCP

A simple MCP server built with FastMCP for experimentation and learning purposes. Includes basic web tools like article fetching and serves as a human-readable template for building custom MCP servers.

Kakao Mobility & Kakao Map MCP Server

镜子 (jìng zi)

mcp-everything-search

Integrates Everything file search with Claude Desktop, enabling instant Windows filesystem search via natural language queries.

AI Agent with MCP

Playground create my first MCP (Model Context Protocol) server

CodeGuardian MCP

Validates AI-generated code against actual codebases to catch hallucinations, dead code, and API mismatches before runtime.

Clixon MCP Server

Enables AI agents to fetch and query network device configurations from Clixon-based or other RESTCONF-capable devices. It provides tools to extract specific configuration sections, such as interfaces and routing, through the Model Context Protocol.

ZenTao MCP Server

Enables LLMs to interact with ZenTao project management system, supporting project and task management operations including creating, querying, and updating projects and tasks through natural language.

Guck MCP Server

Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides token-efficient log analytics by capturing JSONL telemetry events and exposing a minimal MCP toolset for fast, filtered queries.

protonmail-mcp

Enables AI clients to interact with ProtonMail accounts through the Proton Bridge using SMTP and IMAP protocols. Provides email management capabilities via secure local bridge connections.

RAT MCP Server

使用 DeepSeek 促进两阶段推理过程，进行详细分析，并支持多种响应模型，如 Claude 3.5 Sonnet 和 OpenRouter，同时保持对话上下文并增强 AI 驱动的交互。

Parakeet Transcription MCP Server

Transcribes audio/video files to text using NVIDIA's Parakeet TDT 0.6B V2 model, with optional timestamps; also retrieves model and system hardware info.

z_ai_vision_mcp_server_clone

OpenAI-compatible MCP server for running image analysis tools against your own vision model endpoint.

perplexity-server MCP Server

Cline 的 Perplexity MCP 服务器

MCP Server Starter

A TypeScript template for building Model Context Protocol (MCP) servers that enables developers to quickly create custom tools and integrate them with AI platforms like Claude, Cursor, Windsurf, and Cline.

LimaCharlie MCP

A local MCP server for the LimaCharlie security platform that provides investigation, administration, and content-review workflows via a broad read-only tool surface with explicit organization scoping and audit logging.

TinyDB MCP Server

Provides long-term memory for chatbots through a TinyDB-backed MCP server. Enables storing, searching, and managing JSON records with schema validation without requiring external databases.

Debugg AI MCP

Debugg AI MCP