发现优秀的 MCP 服务器

ARTie Retirement Guide MCP Demo

Synthetic MCP server that demonstrates retirement guidance capabilities including member profile, super balance, projections, insurance, and adviser booking for a ChatGPT connector demo.

TrustLayer MCP Server

Provides read-only access to TrustLayer's public API, enabling users to query and retrieve data about parties, documents, projects, and other TrustLayer entities through MCP-compatible tools.

DataPilot MCP Server

A Model Context Protocol server that enables natural language interaction with Snowflake databases through AI guidance, supporting core database operations, warehouse management, and AI-powered data analysis features.

@zhama/mcp-server

A TypeScript framework for building Model Context Protocol servers with a decorator-based API, enabling custom tools, resources, and prompts for AI applications.

yt-summarizer

MCP server that fetches YouTube video transcripts and creates Notion pages with summaries. Enables Claude Desktop to summarize videos and save them to Notion.

mcp-yango-delivery

MCP server for the Yango Delivery B2B API, enabling price estimation, express-courier claim creation and confirmation, courier tracking, and recipient tracking links through natural language.

literateMCP

Server for managing academic literature with structured note-taking and organization, designed for seamless interaction with Claude. Built with SQLite for simplicity and portability.

Prisma MCP Zed Extension

Zed 扩展，用于 Prisma MCP 服务器

cachly-mcp-server

Persistent AI memory for Claude Code, Cursor, GitHub Copilot & Windsurf — sessions, lessons learned, semantic search, and team brain. 38 MCP tools. Free tier, EU servers.

local_lense

A local RAG-powered documentation search system that uses vector embeddings and Qdrant to enable semantic search across markdown, HTML, and other file formats. It provides an MCP interface for AI tools like Cursor to intelligently query and retrieve information from local knowledge bases.

Codex MCP Server

Integrates OpenAI Codex CLI with Claude Code via MCP, enabling code execution, analysis, fixing, and web search within Claude Code.

Coinmarket MCP server

镜子 (jìng zi)

ConvRadar

Enables conversational analysis of Google Analytics 4 data through MCP-compatible clients like Claude and ChatGPT, providing conversion diagnostics and insights.

agent-scrape

MCP server that lets AI agents scrape web pages as clean markdown for a micro-payment in USDC, using the x402 protocol on Base network. No API keys or signup required.

mem0-mcp

Self-hosted Mem0 MCP server integrating Qdrant, Neo4j, and Ollama for semantic memory search, graph entity relationships, and memory management via OpenMemory API.

loopsense

LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.

Bishop MCP (Master Control Program)

这是一个我开发的高级 MCP 服务器脚本，想和大家分享。

stargate-mcp

Integrates Asana, GitHub, and Slack into MCP-compatible clients like Claude and Cursor, enabling task management, messaging, and project management through natural language.

Claude Orchestrator MCP

An MCP server for coordinating multiple Claude Code sessions across related projects.

MCP Conductor

Orchestrates multiple MCP servers through a Deno sandbox, reducing token usage by 99.7% by processing tool calls and returning only compact results.

renderdoc-mcp

Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debugging and performance analysis through a headless Python API. It provides a comprehensive suite of tools for inspecting pipeline states, shader bindings, and exporting frame resources like textures and meshes.

Normi — French Real Estate Data (DVF)

Access 17M+ geocoded French property transactions (DVF), 22M+ DPE energy ratings, and 20M+ building records via MCP or REST API. Search transactions, market stats, comparables, price trends, rental yield, flip detection, and more.

remote-mcp-server-authless

A remote MCP server deployed on Cloudflare Workers without authentication. Enables connecting MCP tools from AI Playground or Claude Desktop.

SharedContext

Provides encrypted, portable memory for AI agents via MCP, allowing fact storage, conversation recall, and cross-machine sync using Arweave.

MCP Developer Server

A Python-based MCP server that provides instant access to over 700 documentation sources and creates isolated Docker containers for safe code testing and experimentation.

tfbash-mcp

An MCP server providing stable, composable bash command execution and file operations for agents, with planned persistent PTY-based Shell tools for long-running and incremental commands.

Conductor Graph MCP Server

Exposes a CognOS agent system as a machine-readable JSON graph, enabling Claude to get a full system snapshot and inspect node status, edges, and blocked nodes.

rtms-mcp

Queries Korean apartment sale transaction data (RTMS) by region code and contract date. Optimized for token efficiency with compressed JSON and Korean field names.

pium-mcp

An MCP server for career and academic counseling that uses official public data from CareerNet and University Information. It enables searching majors, jobs, universities, aptitude matching, drafting counseling notes, and managing student portfolios.

TimelinesAI MCP Server

Enables Claude to read and operate a TimelinesAI WhatsApp team inbox, including chats, messages, labels, assignments, and sending, with built-in read-only and confirmation safeguards.