High-performance PDF processing with multilingual text, image, and table extraction.

Async web browsing with CSS selectors for precise content extraction, robust error handling, and rich metadata.

Terminal-driven Claude AI integration enabling file, shell, and code editing with safe git operations and remote connectivity.

Python toolkit to access MeteoSwiss Open Data via STAC, convert CSV/TXT to Parquet with Polars, enable incremental updates, and optionally ingest into Delta tables for analytics and LLM access.

Command-line tool for debugging MCP servers

Standalone MCP server: web search, social media search, web fetch tools for Claude Code / Pi agent

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants.

Unofficial MCP server for working with Kagi *without* API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for easy authentication. Works well with your agent.

Appium MCP Server 是一个异步、高性能的移动自动化测试框架，基于 MCP 协议与 Claude/ChatGPT 等 AI 集成，支持 Android/iOS 设备的发现、连接、UI 自动化和系统操作。

a lib to build MCP clients and MCP servers in Clojure(script)

Modular MCP server for OPNsense firewall management - 88 tools providing access to 2000+ methods through AI assistants

An MCP (Model Context Protocol) server for generating Xmind mind maps. This server allows LLMs to create structured mind maps through the MCP protocol.

A super simple Starter to build your own MCP Server

ChatworkをAIから操作するためのMCP(Model Context Protocol)サーバー

Reusable MCP server template enabling quick Cursor IDE integration via Docker, SSE, or Python, with mood-based interactions.

Go MCP SDK delivering client and server capability with filesystem resource demo and extensible transports.

Local-first financial cockpit that logs trades to SQLite and derives live portfolio, net worth, and cash flow insights via Claude.

Claude Agent SDK starter: TypeScript, query(), PreToolUse hooks, custom MCP tools, subagent examples.

token-ninja routes deterministic shell commands locally — zero LLM calls, ~19µs latency. Works silently inside AI tools via MCP.

Reverse-engineered design documents for Anthropic Claude Code CLI - implementation-ready specifications

RootCause is a local-first MCP server that turns natural-language requests into evidence-backed incident analysis, Kubernetes diagnostics, and safer operations.

Open-source AI agent with MCP UI, app builder, A2A protocol, skills marketplace, and multi-provider chat. Built with Mastra. Alternative to OpenClaw.

Code Mode MCP — aggregate all your MCP servers behind search() + execute()

MCP server for Amazon SP-API — connect Claude to Seller Central for sales, inventory, orders, fees, and analytics. LWA-only auth, no AWS credentials required.