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A curated collection of MCP (Model Context Protocol) resources, clients, and servers, with guides for Chinese users to leverage AI agent capabilities.

An official MCP server that enables AI agents to search, scrape, and interact with the live web for clean, structured data.

Lets your AI coding agent monitor a live Chrome session, streaming console output, network activity, screenshots, and Lighthouse audits directly.

An LLM-driven platform that extracts structured JSON data from unstructured documents like PDFs, offering an MCP server for AI agent integration.

Connects the ChatGPT web app to Codex via a read-only MCP, allowing ChatGPT to act as the planning and review brain for Codex coding sessions.

A free, open-source video editor and CapCut alternative that agents can integrate with via MCP to automate video tasks.

Provides an MCP server and skills for AI agents to assist with building, testing, and managing iOS and macOS projects using Xcode.

This tool enables AI agents to perform fast and accurate code search in natural language, significantly reducing token usage.

Hister is a private, local-first search engine that indexes web pages and files, allowing AI assistants connected via MCP to search their full contents.

FinanceToolkit

JerBouma

Provides an open-source toolkit and MCP server for transparent financial analysis, offering 500+ methods for financial data.

zotero-mcp

54yyyu

Connects your Zotero research library to AI agents to search, read, and cite papers using natural language.

code-graph-rag

vitali87

Allows AI agents to query, understand, and edit multi-language codebases using a knowledge graph built from code structure.

Tabularis is an open-source desktop SQL workspace with a built-in MCP server that enables AI agents to read database schemas and run queries.

This MCP server allows AI agents to generate in-depth research reports rapidly, supporting various LLMs and web search engines with local data processing.

Provides an instant REST and read-only MCP API for PostgreSQL databases, allowing AI agents to perform CRUD operations and access data via a low-code interface.

Acts as an AI gateway, registry, and proxy to unify and manage various AI agents, tools, and APIs, optimizing agent workflows and supporting plugins.

Enables AI agents to generate over 25 types of data visualizations and charts using AntV via an MCP server, facilitating data analysis.

A simple MCP-to-OpenAPI proxy server that instantly exposes any MCP tool as an OpenAPI-compatible HTTP server, enabling broader integration with LLM agents.

Provides AI skills, MCP tools, and a CLI to integrate AI agents like Claude Code into the Unity Engine for game development, code generation, and in-game AI features.

HttpRunner is an open-source API/UI testing framework that uses LLM technology for natural language driven test scenarios, supporting multiple platforms and offering broad test capabilities.

This MCP server enables AI agents to create, read, edit, and format Excel workbooks safely without needing Microsoft Excel, supporting cells, formulas, structures, and conditional formatting.

Bulk port forwards Kubernetes services to a local workstation, making them accessible by name for local development, with MCP for AI integration.

Connects Claude, ChatGPT, and Cursor to Google Ads, Meta Ads, GA4, and Search Console with over 250 tools for ad management.

This open-source ecosystem provides an MCP server for building AI assistants with multimodal workflows, IoT support, and cross-platform voice interaction.