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BeeAI Framework

Apache-2.0 production agents in Python and TypeScript — MCP + A2A

AI Agents / Agents · Apache-2.0 · 3.4k

Reviewed 2026-09-15 · last push 2026-10-14 · repo checked 2026-10-19

What's Good

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.

The Catch

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.

Embed

Maintainer? Add the badge to your README. It is free, links to this review, and there is no paid version.

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