Ross ROSS = Recommend OSS · open-source software intelligence for agents

OpenBMB/BMTools

Tool Learning for Big Models, Open-Source Solutions of ChatGPT-Plugins observed · 2026-08-28

github.com/OpenBMB/BMTools · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

30/100

  • Activity 0
  • Release rhythm 35
  • Longevity 89

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1251
  • days_rel: n/a
  • days_push: 1002
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

2771 stars · 243 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

BMTools is an open-source Python library that extends large language models with external tools, letting developers build plugins by writing simple Python functions and reuse ChatGPT-Plugins. It serves as a community platform for building and sharing tool-augmented LLM solutions, inspired by LangChain.

Use cases

  • build custom plugins for large language models in python
  • use existing chatgpt plugins with open-source models
  • let an llm call external tools like search or maps
  • host local tool servers for language model agents
  • reproduce chatgpt-plugins functionality open source
  • train and evaluate tool learning for big models

When to choose

  • you want an open-source alternative to ChatGPT-Plugins for tool-augmented LLMs
  • you need to expose Python functions as tools callable by language models
  • you want to experiment with tool learning research like ToolBench or Auto-GPT style agents

When to avoid

  • you need actively developed features - the project directs new work to XAgent
  • you want a production-grade agent framework with long-term support
  • you need non-Python tool integration

Facets

library · maturity maintenance

agent-framework llm-inference plugin-system sdk large-language-models developer-tools python cross-platform tool-learning chatgpt-plugins llm-tools open-source-plugins tool-use ai-agents natural-language-processing

1 source

Member repositories

RepositoryRoleHealth v2
OpenBMB/BMToolsmain30

For agents

markdown · JSON · MCP: product_card(name="OpenBMB/BMTools")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem