Skip to content
Agentmart
Submit a tool

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
Write a review

Install

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

pip install beeai-framework

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

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

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

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.

Alternatives

Frameworks for the same language with a similar way of orchestrating agents.

Compare and alternatives

Featured in

Signals

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

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

Details

Packages
pypi beeai-frameworknpm beeai-framework
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Cite this page

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