RRepoGEO

REPOGEO REPORT · LITE

ai-boost/awesome-a2a

Default branch main · commit 98c9299b · scanned 6/12/2026, 11:58:08 AM

GitHub: 614 stars · 133 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 ai-boost/awesome-a2a, 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
    Clarify README's opening to emphasize 'curated list' over 'tool'

    Why:

    CURRENT
    A curated list of awesome resources, implementations, tools, and examples related to the **Agent2Agent (A2A) Protocol** for AI agent interoperability.
    COPY-PASTE FIX
    This is a curated list of awesome resources, implementations, tools, and examples related to the **Agent2Agent (A2A) Protocol** for AI agent interoperability. It is a collection of links and information, not an A2A protocol implementation or framework itself.
  • hightopics#2
    Add 'awesome-list' and broader AI agent topics

    Why:

    CURRENT
    a2a, a2a-cli, a2a-mcp, a2a-protocol, a2a-server, agent, agent2agent, mcp
    COPY-PASTE FIX
    a2a, a2a-cli, a2a-mcp, a2a-protocol, a2a-server, agent, agent2agent, mcp, awesome-list, curated-list, ai-agents, multi-agent-systems
  • mediumabout#3
    Refine repository description to emphasize 'curated list'

    Why:

    CURRENT
    Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.
    COPY-PASTE FIX
    Agent2Agent (A2A) – A curated list of awesome A2A agents, tools, servers & clients, all in one place.

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 ai-boost/awesome-a2a
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Apache Kafka
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Apache Kafka · recommended 2×
  2. RabbitMQ · recommended 2×
  3. Redis · recommended 1×
  4. LangChain · recommended 1×
  5. Haystack · recommended 1×
  • CATEGORY QUERY
    How can I enable different AI agents to communicate and collaborate effectively?
    you: not recommended
    AI recommended (in order):
    1. Apache Kafka
    2. RabbitMQ
    3. Redis
    4. LangChain
    5. Haystack
    6. OpenAI Assistants API
    7. gRPC

    AI recommended 7 alternatives but never named ai-boost/awesome-a2a. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find resources for implementing agent-to-agent communication protocols?
    you: not recommended
    AI recommended (in order):
    1. FIPA (Foundation for Intelligent Physical Agents) Specifications
    2. JADE (Java Agent Development Framework)
    3. SPADE (Smart Python multi-Agent Development Environment) (spade-mas/spade)
    4. Akka
    5. Apache Ignite
    6. ZeroMQ (ØMQ)
    7. RabbitMQ
    8. Apache Kafka

    AI recommended 8 alternatives but never named ai-boost/awesome-a2a. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 ai-boost/awesome-a2a?
    pass
    AI did not name ai-boost/awesome-a2a — 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?

  • If a team adopts ai-boost/awesome-a2a in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ai-boost/awesome-a2a 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 ai-boost/awesome-a2a solve, and who is the primary audience?
    pass
    AI named ai-boost/awesome-a2a explicitly

    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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