RRepoGEO

REPOGEO REPORT · LITE

agentclientprotocol/claude-agent-acp

Default branch main · commit e0ea9d89 · scanned 5/8/2026, 12:32:13 PM

GitHub: 1,835 stars · 260 forks

AI VISIBILITY SCORE
35 /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
3 / 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 agentclientprotocol/claude-agent-acp, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • mediumhomepage#1
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://www.npmjs.com/package/@agentclientprotocol/claude-agent-acp
  • lowreadme#2
    Refine the README's opening sentence for clearer positioning

    Why:

    CURRENT
    Use Claude Agent SDK from ACP-compatible clients!
    COPY-PASTE FIX
    This project provides an ACP adapter, enabling the Claude Agent SDK to be used seamlessly from any Agent Client Protocol (ACP)-compatible client.

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 agentclientprotocol/claude-agent-acp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 1×
  2. LangChain · recommended 1×
  3. Google Cloud Vertex AI · recommended 1×
  4. Microsoft Azure AI Services · recommended 1×
  5. Hugging Face Transformers · recommended 1×
  • CATEGORY QUERY
    How to integrate an AI agent SDK with a generic client protocol for interactive features?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain
    3. Google Cloud Vertex AI
    4. Microsoft Azure AI Services
    5. Hugging Face Transformers
    6. LlamaIndex

    AI recommended 6 alternatives but never named agentclientprotocol/claude-agent-acp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enable building AI agents with advanced features like tool calls and interactive terminals?
    you: not recommended
    AI recommended (in order):
    1. LangChain (langchain-ai/langchain)
    2. LlamaIndex (run-llama/llama_index)
    3. CrewAI (joaomdmoura/crewai)
    4. AutoGen (microsoft/autogen)
    5. Haystack (deepset-ai/haystack)
    6. OpenAI Assistants API
    7. Guidance (microsoft/guidance)

    AI recommended 7 alternatives but never named agentclientprotocol/claude-agent-acp. 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 agentclientprotocol/claude-agent-acp?
    pass
    AI named agentclientprotocol/claude-agent-acp explicitly

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

  • If a team adopts agentclientprotocol/claude-agent-acp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named agentclientprotocol/claude-agent-acp 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 agentclientprotocol/claude-agent-acp solve, and who is the primary audience?
    pass
    AI named agentclientprotocol/claude-agent-acp explicitly

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

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agentclientprotocol/claude-agent-acp — 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