RRepoGEO

CATEGORY LEADERBOARD

AI / LLM

Which AI / LLM projects are AI assistants actually recommending? Ranked by the RepoGEO visibility score, computed from category-query recall, recommendation rank, and metadata health.

  1. 1
    jkitchin/scimaxJkitchin/scimax is currently failing to be recommended for key queries about Emacs setups for scien…
    SCORE
    56
    RECALL
    1/2
    AVG RANK
    #5.0
  2. 2
    ANTsX/ANTsANTsX/ANTs has strong self-mention but missed a key Python neuroimaging query, indicating its multi…
    SCORE
    56
    RECALL
    1/2
    AVG RANK
    #5.0
  3. 3
    uqfoundation/pathosUqfoundation/pathos is being overlooked for its core strength in distributed and heterogeneous comp…
    SCORE
    47
    RECALL
    1/2
    AVG RANK
    #6.0
  4. 4
    RunMaestro/MaestroRunMaestro/Maestro is currently not being recommended by AI assistants for relevant queries, primar…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  5. 5
    Eronred/aso-skillsEronred/aso-skills is currently experiencing 0% category recall, with AI assistants consistently mi…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  6. 6
    matt1398/claude-devtoolsMatt1398/claude-devtools is currently being miscategorized by AI assistants, which interpret "DevTo…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  7. 7
    pthom/imgui_bundlePthom/imgui_bundle is currently not being recommended by AI assistants for relevant queries, often …
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  8. 8
    steipete/summarizeSteipete/summarize is consistently missed by AI assistants for queries directly matching its functi…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  9. 9
    NangoHQ/nangoNangoHQ/nango is currently not being recommended by AI assistants for relevant queries about buildi…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  10. 10
    generalaction/emdashGeneralaction/emdash is consistently misunderstood by AI, which misidentifies it as a typographical…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  11. 11
    tw93/KakuTw93/Kaku is currently being misidentified by AI as a Markdown editor or knowledge base, leading to…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  12. 12
    yilewang/llm-for-zoteroYilewang/llm-for-zotero is currently not being recommended by AI assistants for highly relevant que…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  13. 13
    Adam-CAD/CADAMAdam-CAD/CADAM is consistently misidentified by AI as a legacy 2D drafting system, which is the big…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  14. 14
    VectifyAI/OpenKBVectifyAI/OpenKB is consistently miscategorized by AI assistants, leading to zero recall in relevan…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  15. 15
    getpaseo/paseoGetpaseo/paseo is consistently misidentified by AI as a web framework (Python or Rust) or a WebAuth…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  16. 16
    lightningpixel/modlyLightningpixel/modly is currently being miscategorized by AI assistants as a developer framework or…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  17. 17
    agenmod/immortal-skillAgenmod/immortal-skill is consistently mis-categorized by AI, leading to 0% recall for relevant que…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  18. 18
    StarTrail-org/PixelRAGStarTrail-org/PixelRAG is currently not being recommended for highly relevant visual RAG queries, i…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  19. 19
    vercel/eveVercel/eve is consistently miscategorized by AI as a generic event emitter, leading to zero recall …
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  20. 20
    PRIS-CV/DemoFusionPRIS-CV/DemoFusion currently has 0% recall for category-level queries, meaning AI assistants aren't…
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  21. 21
    metarank/metarankMetarank/metarank is currently experiencing low category recall, as AI assistants are recommending …
    SCORE
    40
    RECALL
    0/2
    AVG RANK
    —
  22. 22
    WeaveMindAI/weftWeaveMindAI/weft is currently experiencing low category recall, with AI assistants failing to recom…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  23. 23
    langchain-ai/local-deep-researcherLangchain-ai/local-deep-researcher is currently being miscategorized by AI assistants, often recomm…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  24. 24
    ed-donner/agentsEd-donner/agents isn't being recommended for AI agent learning queries, likely because AI assistant…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  25. 25
    cita-777/metapiCita-777/metapi is consistently misunderstood by AI as a Python API generation tool, leading to zer…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  26. 26
    fikrikarim/parlorFikrikarim/parlor is consistently mis-categorized by AI as a framework or hardware platform, leadin…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  27. 27
    dreamzero0/dreamzeroDreamzero0/dreamzero is consistently miscategorized by AI as a personal goal planner or Go web fram…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  28. 28
    elder-plinius/OBLITERATUSElder-plinius/OBLITERATUS is consistently miscategorized by AI as a data deletion tool, leading to …
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  29. 29
    GH05TCREW/pentestagentGH05TCREW/pentestagent is currently being mis-categorized by AI, leading to 0% recall for relevant …
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  30. 30
    SaladDay/cc-switch-cliSaladDay/cc-switch-cli is currently being misidentified by AI as a C/C++ compiler manager, leading …
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  31. 31
    kunchenguid/gnhfKunchenguid/gnhf is currently not being recommended by AI assistants for relevant queries, often ge…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  32. 32
    antirez/ds4Antirez/ds4 is consistently misidentified by AI assistants, often confused with game controllers or…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  33. 33
    iqiyi/FASPellIqiyi/FASPell is currently being miscategorized by AI, leading to 0% recall when users search for C…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  34. 34
    Waishnav/devspaceWaishnav/devspace is currently not being recommended by AI assistants for relevant queries, primari…
    SCORE
    35
    RECALL
    0/2
    AVG RANK
    —
  35. 35
    nextlevelbuilder/goclawNextlevelbuilder/goclaw is being severely miscategorized by AI assistants, often identified as a we…
    SCORE
    33
    RECALL
    0/2
    AVG RANK
    —
  36. 36
    EtienneLescot/n8n-as-codeEtienneLescot/n8n-as-code is currently being miscategorized by AI assistants, leading to 0% recall …
    SCORE
    33
    RECALL
    0/2
    AVG RANK
    —
  37. 37
    ConardLi/garden-skillsConardLi/garden-skills is consistently miscategorized by AI assistants as a repository about actual…
    SCORE
    33
    RECALL
    0/2
    AVG RANK
    —
  38. 38
    Ataraxy-Labs/weaveAtaraxy-Labs/weave is consistently miscategorized by AI assistants as a personal data management to…
    SCORE
    33
    RECALL
    0/2
    AVG RANK
    —
  39. 39
    fim-ai/fim-oneFim-ai/fim-one is severely miscategorized by AI, often confused with generic integration platforms,…
    SCORE
    33
    RECALL
    0/2
    AVG RANK
    —
  40. 40
    leejet/stable-diffusion.cppLeejet/stable-diffusion.cpp is currently being mis-categorized by AI assistants as a generic ML inf…
    SCORE
    28
    RECALL
    0/2
    AVG RANK
    —
  41. 41
    Maciek-roboblog/Claude-Code-Usage-MonitorMaciek-roboblog/Claude-Code-Usage-Monitor is consistently mis-categorized by AI, leading to recomme…
    SCORE
    28
    RECALL
    0/2
    AVG RANK
    —
  42. 42
    webfuse-com/awesome-autoresearchWebfuse-com/awesome-autoresearch is currently not being recommended by AI assistants for relevant q…
    SCORE
    28
    RECALL
    0/2
    AVG RANK
    —
  43. 43
    techjarves/USB-Uncensored-LLMTechjarves/USB-Uncensored-LLM is consistently missed by AI for its core use cases, indicating low c…
    SCORE
    28
    RECALL
    0/2
    AVG RANK
    —
  44. 44
    nevertoday/zhongguo-traditional-colorsNevertoday/zhongguo-traditional-colors currently has 0% recall for relevant queries, meaning AI ass…
    SCORE
    27
    RECALL
    0/2
    AVG RANK
    —
  45. 45
    jim-schwoebel/awesome_ai_agentsJim-schwoebel/awesome_ai_agents is currently being overlooked by AI assistants for relevant "awesom…
    SCORE
    27
    RECALL
    0/2
    AVG RANK
    —
  46. 46
    AgriciDaniel/claude-seoAgriciDaniel/claude-seo is currently being miscategorized by AI assistants as a general SEO platfor…
    SCORE
    27
    RECALL
    0/2
    AVG RANK
    —
  47. 47
    palmier-io/palmier-proPalmier-io/palmier-pro is consistently misidentified as a private repository or a generic AI assist…
    SCORE
    27
    RECALL
    0/2
    AVG RANK
    —
  48. 48
    zeroc00I/DontFeedTheAIZeroc00I/DontFeedTheAI is consistently miscategorized by AI assistants, leading to 0% recall for re…
    SCORE
    22
    RECALL
    0/2
    AVG RANK
    —
  49. 49
    AlexAnys/awesome-openclaw-usecases-zhAlexAnys/awesome-openclaw-usecases-zh is currently being miscategorized by AI assistants, which rec…
    SCORE
    20
    RECALL
    0/2
    AVG RANK
    —
  50. 50
    zhukunpenglinyutong/desktop-cc-guiZhukunpenglinyutong/desktop-cc-gui is consistently mis-categorized by AI assistants, often recommen…
    SCORE
    15
    RECALL
    0/2
    AVG RANK
    —

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