Unified agentic playground for AI benchmarking, workflow automation, and game environments using the Model Context Protocol (MCP). Includes servers for agentic flows, RPGs, chess, and Rubik’s Cube with seamless Claude integration.

MCP server for Sentry delivering AI-assisted project matching, smart time-based monitoring, and context optimization.

基于百度图片搜索的多模式图片抓取工具，支持批量搜索、智能下载、自动整理，含 API 与 Selenium 两种工作模式。

MetaCog orchestrates diverse reasoning strategies with cognitive state management to deliver coherent, traceable insights across complex tasks.

Kedro-aware assistant delivering versioned guidance, notebook-to-project conversion, and cross-version migrations to streamline Kedro workflows in editors.

An MCP server for Claude Desktop guiding Python project coding with CrewAI, built on FastMCP for seamless integration.

PydanticAI agents enabling knowledge-work automation via Model Context Protocol interfaces, self-contained with PEP 723 dependencies.

Automates PR analysis with Gemini AI and Slack notifications, featuring templates, webhook-driven workflows, and MCP-powered prompts for streamlined collaboration.

Desktop-focused, config-driven guide showcasing secure, extensible connections from Claude Desktop to GitHub and Supabase.

Feature-rich web crawling with JavaScript rendering, AI extraction, YouTube transcripts, and Google search integration for Markdown-ready outputs.

Automates server-side MCP validation with exact tool usage, multi-turn tracking, and CI-ready reporting.

Standardized browser automation with AI-friendly controls across major browsers, enabling rich element interactions, navigation, and scripted tasks.

Spring Boot bridge enabling Zerodha Kite trading via a standardized interface, offering orders, margins, P&L, and session-based authentication for AI assistants.

A robust testing framework for MCP servers with enhanced error handling, performance metrics, and comprehensive tool validation.

Streaming integration for fal.ai models with discovery, schema access, queued and real-time generation, CDN uploads, and HTTP transport for scalable workflows.

Secure, production-ready MCP server for browser automation with Puppeteer, featuring sandboxed JS, URL validation, rate limits, and Docker-ready deployment for Claude workflows.

Automates core Git tasks and PR workflows via an active repository, enabling end-to-end branch, commit, and PR tasks in pipelines.

Lightweight CLI client connecting to MCP servers, enabling LLM-driven tool calls and dynamic tool discovery.

Lightweight protocol-based tool enabling AI-driven email sending via SMTP with flexible deployment modes.

Go-based MCP bridge enabling Claude to control Chrome via WebSocket with tab, DOM, CSS, cookies, and screenshots.

Vedic astrology toolkit using Prokerala API with CLI and web interfaces for horoscopes, panchang, and compatibility analysis.

Lightweight MCP bridge turning WHMCS into AI-ready data source for automated ops and support.

Bridges MCP clients to a local Anki setup via Anki-Connect, exposing comprehensive deck, card, note, and model actions.

Exercise: Integrate Model Context Protocol with GitHub Copilot