{"data":{"slug":"beeai-framework","name":"BeeAI Framework","tagline":"Apache-2.0 production agents in Python and TypeScript — MCP + A2A","category":"agents","categoryName":"AI Agents","url":"https://framework.beeai.dev","github":"https://github.com/i-am-bee/beeai-framework","pricing":"open-source","hook":"BeeAI Framework is IBM’s Apache-2.0 toolkit for production agents in both Python and TypeScript — with first-class MCP and A2A serving.","whatsGood":"Apache-2.0 (i-am-bee/beeai-framework). Parity across Python and TypeScript: agents, workflows, tools, memory. Serve modules expose agents over MCP and A2A (Agent2Agent under the Linux Foundation). Docs at framework.beeai.dev. pip/npm install paths; no paid framework tier.","theCatch":"Vs Agno / VoltAgent / Google ADK (agent kits) and mcp-use / FastMCP (MCP server kits): BeeAI is dual-language agent framework + protocol serve, not a coding CLI and not a managed tool catalog. IBM open-source notice says community maintenance posture — treat it as OSS you own, not an IBM product SLA. A2A server is Python-first today.","verdict":"Apache-2.0 dual-language agent framework. MCP/A2A serve built in; you own ops and models.","addedAt":"2026-09-15","featured":false,"domain":"AI Agents","subSpecialty":"Agents","subcategory":"Agent Frameworks & SDKs","tags":["mcp","self-host","permissive","active"],"capabilities":["mcp"],"surfaces":["MCP","Self-host"],"ecosystem":["Multi-platform"],"licenseModel":"Apache-2.0","githubStars":3435,"starsPerWeek":31,"access":"free","archived":false,"repo":{"createdAt":"2024-08-23","pushedAt":"2026-10-14","license":"Apache-2.0","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/beeai-framework","html":"/gems/beeai-framework","markdown":"/gems/beeai-framework.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}