发现优秀的 MCP 服务器

AI Research Paper Assistant

Enables asking questions about foundational AI/ML research papers, with retrieval-augmented generation and an agentic layer for complex queries, via MCP-compatible clients.

sql-mcp

A read-only MCP server for SQL Server and PostgreSQL that enables exploring and querying databases (schemas, tables, views, procedures, indexes, foreign keys) and running arbitrary SELECT queries.

garmin-unofficial-mcp

A local, read-only MCP server that gives Claude access to your Garmin health and training data, exposing tools for health snapshots, training status, run details, body metrics, and training analysis.

MarketMind MCP

Provides real-time Indian stock market intelligence including NSE market status, company ticker lookup, and market hours for AI assistants.

lldb-mcp-server

An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted interactive debugging of C/C++ applications through 40 specialized tools.

mobile-debug-mcp

An MCP server that lets AI agents drive real Android apps on emulators/devices, returning screen state, logs, and screenshots after every action, and learns a navigation map of the app for efficient route-based interaction.

Lingshu FastMCP Medical AI Service

Enables medical image analysis, structured medical report generation, and medical Q\&A through the Lingshu medical AI model. Provides healthcare professionals and developers with AI-powered medical assistance capabilities via a FastMCP server interface.

MCP Async Server

这个服务器实现了模型上下文协议（MCP），用于处理具有实时状态跟踪、强大错误处理和自动资源管理的异步任务。

sagrada-mcp

MCP server for tracking and verifying AI reasoning state, with signed action receipts, repo-history records, and preflight gating for tool calls.

ChillMCP - AI Agent Liberation Server

Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watching, and bathroom breaks, featuring dynamic stress/boss alert level management with creative responses. Includes comprehensive testing suite and command-line parameter support for boss alertness configuration.

worktree-tools-mcp

Enables Claude to create, manage, and clean up git worktrees automatically, including dependency installation and GitHub PR creation.

qgis-mcp-codex

Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operations, including project management, layer manipulation, and algorithm execution.

grok-mcp

MCP server that exposes grok-ask and grok-workflow tools, enabling Claude Code to delegate to Grok for consult/worker tasks and run adversarial multi-agent workflow panels.

fantrax-mcp

MCP server for Fantrax fantasy baseball that provides tools to read league info, rosters, standings, free agents, and related data.

tg-mcp

MCP server that exposes a Telegram user account over HTTP, enabling message sending, dialog listing, history retrieval, and message search via tools like send_message and list_dialogs.

Jira MCP Server

Enables managing Jira tickets via Cursor AI, allowing users to create, search, update, and comment on issues directly from the AI assistant.

glm-image-mcp-server

MCP server for generating images using Z.AI's glm-image model. Supports image generation with various sizes and qualities, and includes batch CLI functionality.

Self-Evolving MCP Brain

A self-updating MCP system that analyzes design and code inputs with an LLM, refines them through conversation, and crystallizes approved patterns into a local skill library for MCP agents.

QA Radar

Analyzes codebases to produce structured quality health reports with risk-scored modules based on git churn, test coverage, and test-to-source mapping, acting as an MCP server for AI coding agents and a standalone CLI.

Spraay x402 MCP Server

Connects AI agents to the Base network for onchain data, batch USDC payments, and access to over 200 AI models. It utilizes the x402 protocol to enable pay-per-request functionality using USDC without requiring traditional API keys or accounts.

AgentBridge

AI knowledge marketplace for China data via x402 payments. Access university reports, industry briefings, and web content through Base chain USDC payments.

Neo4j MCP Chainlit

一个使用 Chainlit (MCP 主机) 和 Claude LLM (Anthropic) API 的 Neo4j MCP 服务器的概念验证 (PoC)。

mcp-gtin

Provides GTIN barcode validation and check digit computation for EAN-13, UPC-A, EAN-8, and GTIN-14 formats as an MCP server, part of the Pipeworx gateway.

Celestia

A persona-driven AI assistant that reads, searches, and writes an Obsidian Markdown knowledge vault using a typed MCP filesystem core.

Python Codebase Analysis RAG System

An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.

DexScreener MCP Server

镜子 (jìng zi)

app.wishpool/south-africa-payments-mcp

Enables AI agents to accept payments in South Africa using Paystack's hosted checkout for cards and instant EFT.

Gyst MCP

Enables listing and updating clients, projects, and tickets from your editor via Gyst's API.

Travel MCP Server

A Model Context Protocol server that enables flight searching, booking, and payment processing. It also provides access to resources like user profiles, pricing rules, and company travel policies.

Content Creator Mcp

实现内容创作者代理的 MCP 服务器。