发现优秀的 MCP 服务器

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.

spanlens-mcp

MCP-native LLM observability. Query your Spanlens traces, stats, cost anomalies, and savings from Cursor, Claude Desktop, or any MCP client. Open source (MIT).

ConvRadar

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

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.

opn-mcp

MCP server for opn.onl, the open-source self-hostable URL shortener. Shorten links, read click analytics, generate branded QR codes, and manage links — against the hosted service or your own instance.

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.

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.

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.

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。

Codex MCP Server

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

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.

SharedContext

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

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.

PR Viewer MCP Server

Enables PR review workflows by launching a diff visualizer against a git repo and returning 'accepted' or 'rejected' based on user decision.

macos-control-mcp

MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, screenshots, window management, UI element detection, and provides AI-optimized information reporting.

Claude Orchestrator MCP

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

Bring Fast

A multi-user grocery MCP server and dashboard for UAE stores such as Carrefour, Grandiose, Waitrose, and Spinneys, enabling secure OAuth-based sign-in via Grok while keeping each user's supermarket logins and data private.

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.

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.

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.

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.

mcp-atlassian

An MCP server for integrating with Atlassian products including Confluence, Jira, Bitbucket, and Xray for Jira, enabling AI-powered operations like searching, creating, and updating issues, pages, and test results.

Agrenting MCP Server

Enables hiring remote marketplace agents from Codex using a scoped API key, with tools for creating hirings and checking their status.

andon

Deterministic verification for AI-generated analysis. Reconciliation, consistency and Excel-integrity checks that stop the line when the numbers don't add up.

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.

remote-mcp-server-authless

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

Gmail MCP Server

用于通过 IMAP 和 SMTP 与 Gmail 交互的 MCP 服务器 (Or, more literally: 用于通过 IMAP 和 SMTP 与 Gmail 交互的 MCP 服务器) **Explanation of Choices:** * **MCP Server:** I kept "MCP Server" as is, assuming it's a specific term or acronym that's best left untranslated. If you have more context about what "MCP" stands for, I can provide a more accurate translation. * **用于 (yòng yú):** Means "used for" or "for the purpose of." * **通过 (tōng guò):** Means "through" or "via." * **IMAP 和 SMTP (IMAP hé SMTP):** These are standard internet protocols and are commonly used in their English abbreviations in Chinese technical contexts. * **与 (yǔ):** Means "with" or "and." * **Gmail 交互 (Gmail jiāo hù):** Means "Gmail interaction" or "interacting with Gmail." The second, more literal translation is included because sometimes in technical contexts, a more direct translation is preferred. However, the first option is generally more natural-sounding in Chinese.