发现优秀的 MCP 服务器

ChittyMCP

A consolidated Model Context Protocol server for the ChittyOS ecosystem, offering modular tools for evidence intake, legal, infrastructure, and synchronization domains with chain execution.

mcp-read-pdf

MCP server to read protected (or unprotected) PDF files, extracting text to a temp file, and handling large PDFs.

Trek Agent Control

Enables AI agents to securely read, plan, and sync real trips from the Trek WeChat mini-program via authenticated remote MCP, supporting tools for itinerary management, reservations, and file attachments.

news-mcp

Agentic NewsAPI.org MCP server with semantic search, article versioning, ChromaDB retrieval, and Supabase persistence, enabling efficient news article access and management.

autoMate

A personal AI assistant server that provides MCP tools for notes, files, reminders, memory, shell, browser, and 30+ SaaS integrations, enabling AI clients to access and manage your data across sessions.

OpenWeatherMap MCP Server

Provides weather data, forecasts, air quality, and location services via OpenWeatherMap API integration.

TickTick MCP Server

Connects Claude to your TickTick account with 28 tools for full CRUD task management, smart queries, batch operations, and GTD support, letting you manage tasks through natural conversation.

universal-project-summarizer-mcp

这个通用文件查看器 MCP 服务器可以为 MCP 客户端提供对您文件系统上任何文件夹的读取权限。当您希望使多个存储库或其他文件可供 AI 代理访问时，这将很有帮助。

secure-llm-proxy

OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. Drop-in replacement — set OPENAI_BASE_URL to point to this server. Supports GPT-4o, Claude, Gemini, and Llama via single endpoint.

freeplay-mcp

Enables AI agents to interact with Freeplay, an ops platform for AI engineering teams, to analyze production logs, identify quality issues, iterate on prompts and agents using real data, and run experiments before deploying.

io.github.neo4j-labs/neo4j-mcp-canary

Neo4j MCP Canary is a fast-moving, experimental release of the Neo4j MCP server for customers who want to explore emerging capabilities before they are considered for the official server.

zxkol

ZXKOL transforms tasks like "finding Douyin beauty influencers with 100k–500k followers" into simple tool calls—eliminating the need to write web scrapers or integrate platform-specific SDKs.

Databricks MCP Server by CData

Databricks MCP Server by CData

API-MARKET MCP Server

镜子 (jìng zi)

Vertex MCP Search

A Model Context Protocol server that uses Google Vertex AI and Gemini 3.5 Flash to perform deep research with high thinking capability and live Google Search grounding, enabling intelligent, multi-source research via a single tool.

everything-search-mcp

Enables AI assistants to search local files on Windows using the Everything search engine, supporting basic and complex file searches with filters like date, size, media type, and document type.

devfeed-mcp

An AI-powered Hacker News reader that enables assistants to manage replies, filter hiring threads, and generate personalized story digests. It provides tools for thread intelligence and full-text search by wrapping the official HN API and Algolia Search.

claude-codex-orchestrator

A local MCP server that manages Claude-to-Codex task orchestration on Windows, providing tools for creating, dispatching, and monitoring tasks with safety constraints.

LangGraph RAG MCP

Retrieval-Augmented Generation system serving LangGraph documentation through the Model Context Protocol, enabling semantic search and context-aware responses.

seco-labor-mcp

Enables querying Swiss labor market statistics (unemployment, job seekers, open positions, youth unemployment) from SECO and AMSTAT via opendata.swiss without requiring an API key.

Engram

Engram is a local-first memory server that lets AI agents remember things across sessions with zero cloud dependencies.

Components Build MCP

Provides AI assistants with tools to grade, generate, and validate UI components against the components.build specification. Supports searching documentation, checking compliance, and generating framework-agnostic accessible components.

web-archive-mcp

MCP server that persists web fetch and search results as timestamped JSONL, enabling long-term archival and cross-domain search via unified-history-mcp.

stagehand-mcp-report

Please provide the English text you would like me to translate into Chinese. I need the content of the "Report on Stagehand and MCP Server" to be able to translate it accurately.

Read My ChatGPT MCP Server

Provides a read-only MCP server to access ChatGPT conversation history via a local browser process. Allows AI clients to list, get, and search conversations from the authenticated user's ChatGPT account.

Browsershot MCP

Enables Claude Code to capture and analyze web page screenshots, responsive layouts, and page metadata using Puppeteer. It allows developers to perform visual UI inspections and compare designs across various viewports directly within the terminal.

claude-code-bridge

Automatically captures technical and product decisions from Claude Mac app sessions and writes them into project files, enabling seamless context transfer between strategy and coding sessions.

Jina AI Remote MCP Server

Provides tools for web content extraction, search, embeddings, reranking, and image processing via Jina AI APIs, enabling intelligent data retrieval and analysis.

Overleaf MCP

Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools for reading/writing main.tex and bibliography files.

Argent

Enables AI assistants to interact with iOS Simulators and Android Emulators, allowing autonomous app development, UI interaction, profiling, and debugging through natural language.