REPOGEO REPORT · LITE
OpenBMB/BMTools
Default branch main · commit 85869fc6 · scanned 5/28/2026, 12:18:09 AM
GitHub: 2,776 stars · 248 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface OpenBMB/BMTools, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- hightopics#1Add relevant topics to the repository
Why:
COPY-PASTE FIXllm, tool-learning, chatgpt-plugins, ai-agents, large-language-models, plugin-framework
- highreadme#2Reposition the core value proposition higher in the README
Why:
CURRENT<div align= "center"> <h1> BMTools</h1> </div> <p align="center"> <a href="#whats-new">News</a> • <a href="#1-setup">Setup</a> • <a href="#2-use-existing-tools">How To Use</a> • <a href="https://arxiv.org/abs/2304.08354">Paper</a> • <a href="https://bmtools.readthedocs.io/en/main/">Docs</a> • <a href="https://github.com/thunlp/ToolLearningPapers">Paper List</a> • <a href="https://huggingface.co/spaces/congxin95/BMTools-demo">Demo</a> • <a href="#citation">Citation</a> • </p> *Read this in [Chinese](README_zh.md).* <br> <div align="center"> </div> <br> BMTools is an open-source repository that extends language models using tools and serves as a platform for the community to build and share tools. In this repository, you can (1) easily build a plugin by writing python functions (2) use external ChatGPT-Plugins.COPY-PASTE FIX<div align= "center"> <h1> BMTools</h1> </div> BMTools is an open-source repository that extends language models using tools and serves as a platform for the community to build and share tools. In this repository, you can (1) easily build a plugin by writing python functions (2) use external ChatGPT-Plugins. <p align="center"> <a href="#whats-new">News</a> • <a href="#1-setup">Setup</a> • <a href="#2-use-existing-tools">How To Use</a> • <a href="https://arxiv.org/abs/2304.08354">Paper</a> • <a href="https://bmtools.readthedocs.io/en/main/">Docs</a> • <a href="https://github.com/thunlp/ToolLearningPapers">Paper List</a> • <a href="https://huggingface.co/spaces/congxin95/BMTools-demo">Demo</a> • <a href="#citation">Citation</a> • </p> *Read this in [Chinese](README_zh.md).* - mediumhomepage#3Add a homepage URL to the repository
Why:
COPY-PASTE FIXhttps://bmtools.readthedocs.io/en/main/
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- LangChain · recommended 2×
- LlamaIndex · recommended 2×
- Haystack · recommended 2×
- OpenAI Function Calling · recommended 1×
- Microsoft Semantic Kernel · recommended 1×
- CATEGORY QUERYHow to enable large language models to interact with and utilize external tools?you: not recommendedAI recommended (in order):
- LangChain
- LlamaIndex
- OpenAI Function Calling
- Microsoft Semantic Kernel
- Haystack
- AutoGPT
- BabyAGI
AI recommended 7 alternatives but never named OpenBMB/BMTools. This is the gap to close.
Show full AI answer
- CATEGORY QUERYOpen-source platform for developing and integrating custom plugins with AI models?you: not recommendedAI recommended (in order):
- LangChain
- OpenAI's Plugin System
- Hugging Face Transformers
- Gradio
- Streamlit
- LlamaIndex
- Haystack
AI recommended 7 alternatives but never named OpenBMB/BMTools. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesswarn
Suggestion:
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of OpenBMB/BMTools?passAI named OpenBMB/BMTools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts OpenBMB/BMTools in production, what risks or prerequisites should they evaluate first?passAI named OpenBMB/BMTools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo OpenBMB/BMTools solve, and who is the primary audience?passAI named OpenBMB/BMTools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of OpenBMB/BMTools. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/OpenBMB/BMTools)<a href="https://repogeo.com/en/r/OpenBMB/BMTools"><img src="https://repogeo.com/badge/OpenBMB/BMTools.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
OpenBMB/BMTools — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite