RRepoGEO

REPOGEO REPORT · LITE

agentclientprotocol/claude-agent-acp

Default branch main · commit 794aa846 · scanned 6/18/2026, 4:06:47 AM

GitHub: 2,101 stars · 304 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)

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

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
  • highreadme#1
    Strengthen README opening to highlight ACP as a core differentiator

    Why:

    CURRENT
    # ACP adapter for the Claude Agent SDK

Use Claude Agent SDK from ACP-compatible clients!
    COPY-PASTE FIX
    # ACP adapter for the Claude Agent SDK

This project provides a robust implementation of the Agent Client Protocol (ACP) for the Claude Agent SDK, enabling standardized, rich interactions for AI assistants. Unlike general AI agent frameworks, this adapter focuses on strict ACP adherence to ensure interoperability and advanced features like tool calls and interactive terminals for Claude agents.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://[YOUR_AGENT_CLIENT_PROTOCOL_HOMEPAGE_URL_HERE]

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
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. Haystack · recommended 2×
  4. CrewAI · recommended 2×
  5. OpenAI Python Library · recommended 1×
  • CATEGORY QUERY
    Looking for a client library to build interactive AI agents with tool calling.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. OpenAI Python Library
    4. Anthropic
    5. Google Gemini
    6. Haystack
    7. CrewAI

    AI recommended 7 alternatives but never named agentclientprotocol/claude-agent-acp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to use an agent protocol for building AI assistants with rich interaction?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. AutoGPT
    6. CrewAI
    7. OpenAI Assistants API

    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