Why this fit
Teams evaluating AI models, assistants and generative workflows, particularly AI agents that connect over MCP — free to start, source available on GitHub.
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Catalogue record
github.com
BeeAI Framework (IBM
Production-ready multi-agent framework in Python and TypeScript. Features workflow orchestration, ACP/MCP protocol support, and deep watsonx...
Checked Oct 27, 2026Evidence completeness: evidenceREADME refreshed Oct 25, 2026Repo activity Oct 23, 2026
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Production-ready multi-agent framework in Python and TypeScript. Features workflow orchestration, ACP/MCP protocol support, and deep watsonx integration. Part of Linux Foundation AI & Data program.
Best for
Teams evaluating AI models, assistants and generative workflows, particularly AI agents that connect over MCP — free to start, source available on GitHub.
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
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Evidence summary
Known limitations
Workflows that require fully deterministic, auditable outputs with no human review step.
Catalogue confidence
Catalogue data checked Oct 27, 2026.
GitHub-backed record with source-attributed context.
Repository context
Project README
GitHub / i-am-bee/beeai-framework
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- Listed in active catalogue
- Freshness
- Catalogue updated Oct 27, 2026
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- Repository context
- GitHub activity reported Oct 23, 20263.4k stars
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