RRepoGEO

REPOGEO REPORT · LITE

codeany-ai/open-agent-sdk-typescript

Default branch main · commit 366438d2 · scanned 5/16/2026, 6:53:09 AM

GitHub: 2,669 stars · 949 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

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 codeany-ai/open-agent-sdk-typescript, 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.

OVERALL DIRECTION
  • highreadme#1
    Refine README's opening sentence to highlight 'in-process, no CLI' as a core differentiator against broader frameworks

    Why:

    CURRENT
    Open-source Agent SDK that runs the full agent loop **in-process** — no subprocess or CLI required. Supports both **Anthropic** and **OpenAI-compatible** APIs. Deploy anywhere: cloud, serverless, Docker, CI/CD.
    COPY-PASTE FIX
    Open-source Agent SDK for TypeScript that runs the full agent loop **in-process** — no subprocess or CLI required. This lightweight SDK offers a direct alternative to heavier AI frameworks, enabling seamless deployment across cloud, serverless, Docker, and CI/CD environments with support for both Anthropic and OpenAI-compatible APIs.
  • hightopics#2
    Expand and refine GitHub topics to better reflect core differentiators and target use cases

    Why:

    CURRENT
    agent-sdk, claude-agent-sdk, claude-code, open-agent-sdk
    COPY-PASTE FIX
    agent-sdk, typescript, in-process-ai, no-cli, openai-compatible, anthropic-compatible, serverless-ai, llm-agent, ai-sdk, lightweight-sdk
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://www.npmjs.com/package/@codeany/open-agent-sdk

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.

Recall
0 / 2
0% of queries surface codeany-ai/open-agent-sdk-typescript
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain.js
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain.js · recommended 1×
  2. LlamaIndex.TS · recommended 1×
  3. Autogen Studio · recommended 1×
  4. OpenAI SDK · recommended 1×
  5. Google Gemini API · recommended 1×
  • CATEGORY QUERY
    Looking for a TypeScript agent SDK without CLI dependencies for in-process execution.
    you: not recommended
    AI recommended (in order):
    1. LangChain.js
    2. LlamaIndex.TS
    3. Autogen Studio
    4. OpenAI SDK
    5. Google Gemini API
    6. Hugging Face Transformers.js

    AI recommended 6 alternatives but never named codeany-ai/open-agent-sdk-typescript. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to build AI agents supporting both Anthropic and OpenAI-compatible models for serverless deployment?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Python Library
    4. Anthropic Python Library
    5. FastAPI
    6. Uvicorn
    7. Zappa
    8. Serverless Framework
    9. AWS SAM
    10. Terraform
    11. Vercel AI SDK

    AI recommended 11 alternatives but never named codeany-ai/open-agent-sdk-typescript. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

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 codeany-ai/open-agent-sdk-typescript?
    pass
    AI named codeany-ai/open-agent-sdk-typescript explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts codeany-ai/open-agent-sdk-typescript in production, what risks or prerequisites should they evaluate first?
    pass
    AI named codeany-ai/open-agent-sdk-typescript 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 codeany-ai/open-agent-sdk-typescript solve, and who is the primary audience?
    pass
    AI did not name codeany-ai/open-agent-sdk-typescript — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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