BeeAI Framework

Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing.

Harness by IBM / Linux Foundation

IndexedApache-2.0★ 3,443

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Install

From the package registry. Read the repository before you give any tool access to your data.

pip install beeai-framework

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About

BeeAI Framework provides agents and workflows for multi-agent systems, with feature parity between its Python and TypeScript versions. Agents can be constrained with deterministic rules, and workflows can be built with decorators or defined in YAML. Agents can equip MCP tools and interoperate with MCP and A2A agent systems, and native OpenTelemetry support covers tracing. The project is listed as hosted by the Linux Foundation and supports more than ten LLM providers.

Use cases: agent-orchestration

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Fact sheet

Languages: Python, TypeScriptREADME
Packages: beeai-framework (pypi), beeai-framework (npm)
Multi-agent: YesREADME
Orchestration: otherframework.beeai.dev
MCP support: Built inframework.beeai.dev
A2A support: Built inframework.beeai.dev
Observability: OpenTelemetryframework.beeai.dev
Model providers: ollama, groq, openai, watsonx.aiframework.beeai.dev
Maturity: StableREADME

Facts extracted by Claude Haiku 5.5 from the linked sources on Oct 24, 2026. Wrong fact? Tell us.

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Signals

Stars: 3,443
Forks: 538
Open issues: 8
Weekly downloads: 5,436
Last commit: Oct 23, 2026 (7 days ago)
Last release: Sep 28, 2026 (1 month ago)
Last package publish: Sep 28, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages: pypi beeai-frameworknpm beeai-framework
License: Apache-2.0
Repository: github.com/i-am-bee/beeai-framework
Website: framework.beeai.dev/
Docs: framework.beeai.dev/
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: README Website Docs github-graphql

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Cite this page

BeeAI Framework. Agent Mart. https://agentmart.dev/harnesses/beeai-framework (last updated 2026-10-24)