This curated guide brings together 50 vetted Model Context Protocol resources, including 46 with structured technical analysis and 0 with practitioner field notes. Primary focus areas include Developer Tool, AI Agent Infrastructure, Agent Skill, AI Agent Architecture, AI Agent Platform. Primary sources include github.com, arxiv.org, blog.cloudflare.com, blog.modelcontextprotocol.io, cua.ai.
| Resource | Category & Format | Key Takeaway & Notes |
|---|
| GitHub - FrigadeHQ/yogurt: Private AI meeting notes. Free and open source.github.com | Open Source Desktop App / open source desktop application / free, open source (MIT license), no account required | Records calls locally without adding a bot to the meeting; no account required |
|---|---|---|
| GitHub - NVIDIA/auto-ontology: Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.github.com | Python Framework / open-source software project / open source, Apache 2.0 license | Builds semantic ontologies from enterprise metadata and reconciles inconsistent metric definitions across systems |
| Winch: App Store optimization your agent can rungetwinch.app | App Store Optimization Tool / macOS desktop application / One-time purchase at $69, free one-day trial available | Tracks keyword rankings in 175 countries across App Store and Google Play with competitive analysis and trend tracking |
| GitHub - feimacode/open-design-agent-kit: Pro-grade UI design built into the coding agent you already use — GitHub Copilot Chat, Claude Code, Codex, Cursor. 270+ design skills, 150+ brand design systems, 160+ remixable examples. No desktop app, no daemon, no API keys — just files in your repo.github.com | Developer Tool / open-source toolkit / GitHub repository / open source, free via npx, VS Code extension, or MCP server | Integrates natively into each agent's own mechanism (VS Code languageModelTools, Claude Code plugins, MCP server) rather than wrapping a separate UI |
| GitHub - omnara-ai/omnara: The open-source managed agent platform. A self-hostable alternative to Claude Managed Agents and OpenAI’s Agents API.github.com | AI Agent Platform / open-source software project / open source (Apache 2.0), free self-hosting or paid cloud | Open-source (Apache 2.0) alternative to Claude Managed Agents and OpenAI's Agents API |
| GitHub - nikvdp/searxng-ai-kit: Standalone SearXNG CLI for coding agentsgithub.com | Developer Tool / open-source CLI tool and library / open source on GitHub; free standalone binaries available | Wraps SearXNG metasearch engine to query 180+ search engines with AI-enhanced research capabilities |
| GitHub - RayenMlayeh/jevcrawl: MCP server and CLI that crawls websites for AI agents: finds the answer page 2x more often than Crawl4AI, 10x cheaper per answer than letting Claude crawl.github.com | AI Agent Tool / open source tool with documentation / open source, requires Jev API key from console.typesafe.ai | Uses a small decision model to pick links and passages, so the agent's LLM only reads answer-relevant content at a few cents per crawl |
| How Cua Driver works | Cua docscua.ai | Desktop Automation Documentation / technical documentation / free online documentation | Observation combines accessibility tree and screenshot in a single call, with element tokens for actionable targets |
| GitHub - getsentry/toolkit: Agentic tooling for Sentrygithub.com | Developer Tool / open source repository with hosted service / open source on GitHub; hosted service at mcp.sentry.dev; stdio via npx | Remote MCP middleware between coding assistants and Sentry API, optimized for debugging workflows |
| GitHub - tigerless-labs/autoharness: Autoharness — a self-learning skill layer for Claude Code — distills skills from your real sessions, updates them as you work, and prunes the ones that stop getting used. No daemon, no benchmark.github.com | AI Agent Plugin / open-source software project / open source on GitHub; install via Claude Code plugin system | Distills skills from real sessions automatically; no separate data-collection or replay loop needed |
| MCP Events – Plugins | OpenAI Developersdevelopers.openai.com | Developer Documentation / Technical documentation / Free online | ChatGPT subscribes to MCP server events via webhook using events/list, events/subscribe, and events/unsubscribe methods |
| GitHub - Chaarangan/stepgate: Agents can’t skip steps: an MCP server that runs gated, API-only stepfiles on the client’s own model.github.com | AI Agent Infrastructure / open source project / open source on GitHub | Each step is gated by mechanical checks (JSON Schema, JSONLogic, or HTTP verifiers) and the agent moves forward only when a check passes |
| GitHub - RuggG/mcp-engineering: A portable agent skill for designing MCP tools, diagnosing integrations, and reviewing complete tool contracts.github.com | Agent Skill / open-source skill repository / open source on GitHub | Routes between designing from user outcomes and investigating from evidence, with focused references loaded only when needed |
| The Safari MCP server for web developers | Hacker Newsnews.ycombinator.com | Browser Automation / MCP / Discussion thread / Free online | Chrome DevTools MCP provides deeper access to performance profiling, Lighthouse metrics, and detailed network requests compared to Playwright MCP |
| GitHub - modelcontextprotocol/ext-skills: Experimental exploration of skills discovery and distribution through MCP primitives. Maintained by the Skills Over MCP Working Group.github.com | AI Agent Protocol Specification / Open source repository with specification draft and working group documentation / Free and open source on GitHub | Addresses the gap between MCP tools (what a tool does) and skills (how to orchestrate multiple tools to achieve a goal) |
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