发现优秀的 MCP 服务器

MCP-Editor

PlayCanvas编辑器中用于自动化的MCP服务器

usecortex-mcp

Persistent memory for AI coding agents. Store coding standards, architecture decisions, and project context across sessions with AES-256 encryption.

Academic Paper Search MCP Server

支持从多个来源实时搜索和检索学术论文信息，提供论文元数据、摘要以及在可用情况下的全文内容，并提供结构化数据响应，以便与支持工具/函数调用的 AI 模型集成。

Simple Design MCP Orchestrator

Orchestrates app design workflows for Claude Code local execution, enabling creation, updating, and component addition without rate limits.

MCP Server for Google Search

一个模型上下文协议服务器，它使用 Google Custom Search API 提供网页搜索功能，并提供网页内容提取功能。

Changeflow MCP Server

Monitor any website and get AI-enriched change intelligence via MCP. Manage sources, search changes, and automate web monitoring from Claude, Harvey, or any MCP client.

Reddit Q&A to Notion MCP Server

Searches Reddit for answers to questions and saves Q&A sessions to Notion.

overlayrisk-witness-mcp

Runs the free, independent before/after accessibility-overlay witness on any public URL to test if accessibility overlay widgets actually work.

ECharts MCP

An MCP (Model Context Protocol) server that enables LLMs to generate ECharts visualizations by accepting chart type, data and parameters and returning cloud image URLs of the generated charts.

Cabrini

Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys required.

AI Diff Review MCP

Enables AI agents to edit files in VS Code with an interactive diff review panel, allowing users to accept or reject changes.

mcp-macos-cua

Enables AI agents to control macOS desktop apps via screenshots, mouse clicks, keyboard input, accessibility queries, and AppleScript.

Open Personality MCP Server

Creates and manages personality profiles using a 12-facet model based on 33 academic frameworks, stores them as OpenClaw-compatible SOUL.md/IDENTITY.md, and supports progressive profiling with confidence tracking.

RLM MCP Server

Enables any LLM to process arbitrarily long contexts through recursive decomposition, without requiring external LLM APIs.

CodeCompass

Helps developers tackle legacy codebases by giving AI coding assistants context through Qdrant vector store and Agentic RAG with Ollama or DeepSeek.

KeyStack

Local dashboard and MCP server that maintains a live project registry and skill library, enabling coding agents to pull project context and automatically update status, stack, and next steps.

kimi-debug-tunnel

基于REST API的Kimi Code CLI调试隧道，提供推送式全自动化session编排，支持多轮对话、实时流式响应和智能思考过滤。

zcode-cdp

An MCP server that enables AI coding agents to take over a real, already-logged-in Chrome via CDP, with port lease, watchdog, and state-machine governance for concurrency and stability.

Git Workflow Automation MCP Server

Provides automated Git workflow tools for committing, creating pull requests, and merging with proper GitHub authentication handling. Supports complete Git workflows from commit to merge with dry run capabilities and conventional commit formatting.

mcp-jp-paid-leave

Enables MCP-capable clients to calculate Japan's statutory annual paid leave (nenkyu) under the Labor Standards Act, including entitlement, attendance rates, proportional grants, carryover, and the mandatory-use rule.

context-diamond

Enables LLM agents to compress handoffs into structured, auditable context capsules, preserving goals, constraints, decisions, and risks without external API calls.

MCP Tooling Lab

A Node.js-based MCP server that enables AI agents to generate embeddings, index documents, and perform semantic vector searches using OpenAI and Chroma. It facilitates the creation of retrieval-augmented generation (RAG) pipelines for internal knowledge assistants and document-based workflows.

linkedin-mcp-server

Local-first MCP server using LinkedIn's official OAuth and REST APIs to connect a member account, read profile, and publish text posts.

google-flow-mcp

Self-hosted MCP server for Google Flow that enables image and video generation, upscaling, and character consistency through your own Google account.

OpenCode MySQL Connector

A MySQL MCP server providing tools to query and explore MySQL databases via stdio transport.

open-compute-mcp

Model-agnostic computer-use tools over MCP, enabling screen capture and automated actions (click, type, scroll) via natural language tool calls.

yelp-mcp-min

Minimal MCP server for the Yelp Fusion API v3, enabling business search, phone lookup, match, details, and reviews via FastMCP.

DeepAnalyze MCP Server

Enables AI agents to invoke DeepAnalyze's intelligent analysis capabilities through MCP tools, including multi-round reasoning, code execution, and file operations.

job-search-mcp

An MCP server that retrieves resume/experience evidence relevant to a job description via vector RAG, and tracks fit-analysis results in a configurable tracking store (Notion or SQLite), with tools like match_job, push_to_tracker, and list_applications.

Houtini-lm

Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompting - Offload tasks to LM Studio from Claude Desktop.