RRepoGEO

REPOGEO REPORT · LITE

coder/agentapi

Default branch main · commit 00ff7ffd · scanned 5/21/2026, 1:11:59 PM

GitHub: 1,396 stars · 121 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 coder/agentapi, 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
    Reposition the README's opening to clarify its unique role

    Why:

    CURRENT
    # AgentAPI

Control Claude Code, AmazonQ, Opencode, Goose, Aider, Gemini, GitHub Copilot, Sourcegraph Amp, Codex, Auggie, and Cursor CLI with an HTTP API.
    COPY-PASTE FIX
    # AgentAPI: A Unified HTTP API for Controlling Multiple AI Coding Assistants

AgentAPI provides a single, standardized HTTP API to programmatically control and integrate various AI coding assistants like Claude Code, AmazonQ, Opencode, Goose, Aider, Gemini, GitHub Copilot, Sourcegraph Amp, Codex, Auggie, and Cursor CLI. Use it to build unified interfaces, orchestrate agent workflows, or automate tasks across your favorite AI coding tools.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://coder.com

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 coder/agentapi
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Next.js · recommended 1×
  4. React · recommended 1×
  5. FastAPI · recommended 1×
  • CATEGORY QUERY
    How can I build a single interface to manage multiple AI coding assistants?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Next.js
    4. React
    5. FastAPI
    6. Express.js
    7. OpenAI Assistants API
    8. Hugging Face Transformers

    AI recommended 8 alternatives but never named coder/agentapi. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's the best way to programmatically control various AI code generation tools?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API (openai/openai-python)
    2. Hugging Face Transformers Library (huggingface/transformers)
    3. LangChain (langchain-ai/langchain)
    4. LlamaIndex (run-llama/llama_index)
    5. GitHub Copilot API
    6. Google Cloud Vertex AI (googleapis/python-aiplatform)
    7. Azure OpenAI Service (Azure/azure-sdk-for-python)

    AI recommended 7 alternatives but never named coder/agentapi. 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 coder/agentapi?
    pass
    AI named coder/agentapi explicitly

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

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

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

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coder/agentapi — 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