i-am-bee/beeai-framework
Build production-ready AI agents in both Python and Typescript. observed · 2026-08-28
Health v2 · maintenance only
85/100
- Activity 98
- Release rhythm 86
- Longevity 52
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 2.0
- age_days: 740
- days_rel: 14
- days_push: 13
- n_releases_24m: 161
Adoption not part of the score
3385 stars · 483 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
BeeAI Framework is an open-source, Linux Foundation-hosted framework for building production-grade multi-agent AI systems in Python and TypeScript with full feature parity. It provides constraint-based agent governance, dynamic workflows, declarative YAML orchestration, and native MCP, A2A, and OpenTelemetry integrations.
Use cases
- build production-ready AI agents in Python or TypeScript
- orchestrate multi-agent systems with parallelism and retries
- connect agents via MCP or A2A protocols
- expose agents as OpenAI-compatible API servers
- enforce deterministic rules on LLM agent behavior
- integrate agents with Zed editor or watsonx Orchestrate
- add observability and tracing to agent workflows
When to choose
- you need production-grade multi-agent orchestration with governance constraints
- you want Python and TypeScript support with feature parity
- you need MCP, A2A, or Agent Stack interoperability
- you want provider-agnostic LLM support including local models via Ollama
- you need OpenTelemetry observability built in
When to avoid
- you need a simple single-prompt LLM wrapper with minimal abstraction
- you prefer a framework with a much larger community ecosystem like LangChain
- you need A2A support in TypeScript (Python only)
- you want a fully stable 1.0 API (still pre-1.0 releases)
Facets
framework · maturity active
agent-framework llm-inference mcp chatbot workflow-automation sdk large-language-models artificial-intelligence developer-tools python cross-platform multi-agent-systems a2a-protocol acp agent-orchestration provider-agnostic opentelemetry typescript linux-foundation ai-agents automation nodejs
10 sources
- readme: https://github.com/i-am-bee/beeai-framework · fetched 2026-08-28 · 24cbaf222466
- homepage: http://framework.beeai.dev · fetched 2026-08-29 · 1f9a5cfccf03
- site_page: https://framework.beeai.dev/introduction/quickstart · fetched 2026-08-29 · 277576b8499a
- registry_pypi: https://pypi.org/pypi/beeai-framework/json · fetched 2026-08-29 · 93b7c7b4d291
- site_page: https://framework.beeai.dev/integrations/agent-stack · fetched 2026-08-29 · 17e2654eb1b2
- site_page: https://framework.beeai.dev/integrations/mcp · fetched 2026-08-29 · ab45218f2e99
- site_page: https://framework.beeai.dev/integrations/a2a · fetched 2026-08-29 · ab9035a4e923
- site_page: https://framework.beeai.dev/integrations/acp-zed · fetched 2026-08-29 · dfdfb9104578
- site_page: https://framework.beeai.dev/integrations/watsonx-orchestrate · fetched 2026-08-29 · 486525a84a16
- site_page: https://framework.beeai.dev/integrations/openai-api · fetched 2026-08-29 · 378b36ba5454
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| i-am-bee/beeai-framework | main | 85 |
For agents
markdown · JSON · MCP: product_card(name="i-am-bee/beeai-framework")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem