RRepoGEO

REPOGEO REPORT · LITE

anthropics/claude-agent-sdk-python

Default branch main · commit 2a3720d8 · scanned 5/22/2026, 4:01:44 AM

GitHub: 6,997 stars · 1,024 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
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 anthropics/claude-agent-sdk-python, 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
  • highabout#1
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    Python SDK for building AI agents powered by Anthropic's Claude models, offering first-party tools for streaming responses and managing agent interactions.
  • mediumreadme#2
    Strengthen the README's opening sentence

    Why:

    CURRENT
    # Claude Agent SDK for Python

Python SDK for Claude Agent. See the Claude Agent SDK documentation for more information.
    COPY-PASTE FIX
    # Claude Agent SDK for Python

Official Python SDK for building powerful AI agents with Anthropic's Claude models. This SDK provides first-party tools for seamless agent development, streaming responses, and managing complex agent interactions.

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 anthropics/claude-agent-sdk-python
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. Hugging Face Transformers · recommended 2×
  3. OpenAI API · recommended 1×
  4. Rasa · recommended 1×
  5. Google Cloud Dialogflow · recommended 1×
  • CATEGORY QUERY
    How can I integrate an AI assistant into my Python application for conversational tasks?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain
    3. Hugging Face Transformers
    4. Rasa
    5. Google Cloud Dialogflow
    6. Microsoft Azure Bot Service
    7. Cohere API

    AI recommended 7 alternatives but never named anthropics/claude-agent-sdk-python. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a Python library to stream AI agent responses asynchronously in my code.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LiteLLM
    3. OpenAI Python Client Library
    4. Anthropic Python Client Library
    5. Hugging Face Transformers
    6. text-generation-inference (TGI)
    7. vLLM
    8. httpx

    AI recommended 8 alternatives but never named anthropics/claude-agent-sdk-python. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 anthropics/claude-agent-sdk-python?
    pass
    AI did not name anthropics/claude-agent-sdk-python — 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 anthropics/claude-agent-sdk-python in production, what risks or prerequisites should they evaluate first?
    pass
    AI named anthropics/claude-agent-sdk-python 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 anthropics/claude-agent-sdk-python solve, and who is the primary audience?
    pass
    AI named anthropics/claude-agent-sdk-python explicitly

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

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anthropics/claude-agent-sdk-python — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
anthropics/claude-agent-sdk-python — RepoGEO report