{"data":{"slug":"agent-mcp","name":"Agent-MCP","tagline":"AGPL MCP-native multi-agent + shared knowledge graph","category":"agents","categoryName":"AI Agents","url":"https://github.com/rinadelph/Agent-MCP","github":"https://github.com/rinadelph/Agent-MCP","pricing":"open-source","hook":"Agent-MCP is an MCP-native multi-agent collaboration stack: specialized agents share a persistent knowledge graph, task board, and live visualization instead of one overflowing chat.","whatsGood":"AGPL-3.0 per LICENSE/README (rinadelph/Agent-MCP). Parallel agents, searchable memory bank, dashboard/fleet views, Python server path with MCP tooling. Aimed at coordinated software work where context must survive across agents and sessions.","theCatch":"Vs CrewAI and AG2: this is MCP-native multi-agent + shared graph for coding workflows, not a general role-orchestration framework alone. LICENSE/README are AGPL-3.0 while pyproject (and node metadata) still claim MIT — metadata conflict; treat AGPL as authoritative until packaging is fixed. Last push 2026-03-28; typical path expects an OpenAI key.","verdict":"AGPL MCP multi-agent graph when you need shared project memory across agents and can live with copyleft plus stale packaging metadata.","addedAt":"2026-09-25","featured":false,"domain":"AI Agents","subSpecialty":"Orchestration","subcategory":"Orchestration","tags":["mcp","self-host","copyleft","stale"],"capabilities":["mcp","multi-agent","graph"],"surfaces":["MCP","Self-host"],"ecosystem":["Python","Multi-platform"],"licenseModel":"AGPL-3.0","githubStars":1304,"starsPerWeek":17,"access":"free","archived":false,"repo":{"createdAt":"2025-05-13","pushedAt":"2026-03-28","license":"NOASSERTION","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/agent-mcp","html":"/gems/agent-mcp","markdown":"/gems/agent-mcp.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}