RRepoGEO

REPOGEO REPORT · LITE

codeany-ai/open-agent-sdk-typescript

Default branch main · commit 366438d2 · scanned 6/27/2026, 2:23:07 AM

GitHub: 2,723 stars · 953 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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
  • highabout#1
    Update the repository description to highlight key differentiators

    Why:

    CURRENT
    Agent-SDK without CLI dependencies, as an alternative to claude-agent-sdk, completely open source
    COPY-PASTE FIX
    An open-source TypeScript Agent SDK that runs the full agent loop in-process, without CLI dependencies. Supports Anthropic and OpenAI-compatible APIs, offering a lightweight alternative to traditional agent frameworks.
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

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

    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 · recommended 1×
  4. openai npm package · recommended 1×
  5. @anthropic-ai/sdk · recommended 1×
  • CATEGORY QUERY
    Looking for a TypeScript agent SDK that runs in-process without CLI dependencies.
    you: not recommended
    AI recommended (in order):
    1. LangChain.js
    2. LlamaIndex.TS
    3. Autogen
    4. openai npm package
    5. @anthropic-ai/sdk
    6. @google/generative-ai
    7. Agent Protocol

    AI recommended 7 alternatives but never named codeany-ai/open-agent-sdk-typescript. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source SDK can I use to build AI agents with Anthropic and OpenAI models?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. AutoGen
    5. CrewAI
    6. Marvin

    AI recommended 6 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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  • Brand-free category queries5 vs 2 in Lite
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