REPOGEO REPORT · LITE

anthropics/claude-agent-sdk-demos

Default branch main · commit 826b2685 · scanned 6/20/2026, 4:57:37 AM

GitHub: 2,545 stars · 379 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

22 /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

1 / 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-demos, 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

highlicense#1

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

Create a LICENSE file in the repository root, declaring an appropriate open-source license (e.g., MIT or Apache-2.0).

hightopics#2
Add relevant topics to the repository
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
claude, anthropic, ai-agent, sdk, demos, examples, generative-ai, llm
```

highreadme#3

Refine README introduction to clarify purpose and audience

Why:

CURRENT

This repository contains multiple demonstrations of the Claude Agent SDK, showcasing different ways to build AI-powered applications with Claude.

COPY-PASTE FIX

This repository contains multiple official demonstrations of the Claude Agent SDK, showcasing practical patterns for developers to build AI-powered applications with Claude. Unlike general agent frameworks (e.g., LangChain, LlamaIndex) or ready-to-use AI products, these examples are specifically designed to help you implement your own agents using Anthropic's SDK.

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-demos

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

langchain-ai/langchain

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

langchain-ai/langchain · recommended 1×
run-llama/llama_index · recommended 1×
microsoft/semantic-kernel · recommended 1×
deepset-ai/haystack · recommended 1×
OpenAI Assistants API · recommended 1×

CATEGORY QUERY
How to build intelligent agent applications for diverse tasks using a conversational AI SDK?
you: not recommended
AI recommended (in order):
1. LangChain (langchain-ai/langchain)
2. LlamaIndex (run-llama/llama_index)
3. Microsoft Semantic Kernel (microsoft/semantic-kernel)
4. Haystack (deepset-ai/haystack)
5. OpenAI Assistants API
6. Rasa (RasaHQ/rasa)
7. Botpress (botpress/botpress)
AI recommended 7 alternatives but never named anthropics/claude-agent-sdk-demos. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Need an AI assistant to manage email inbox and analyze data in spreadsheets.
you: not recommended
AI recommended (in order):
1. Microsoft 365 Copilot
2. Google Workspace Gemini
3. Zapier
4. Airtable
5. Notion AI
6. SaneBox
7. Mailstrom
AI recommended 7 alternatives but never named anthropics/claude-agent-sdk-demos. 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 anthropics/claude-agent-sdk-demos?
pass
AI did not name anthropics/claude-agent-sdk-demos — 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-demos in production, what risks or prerequisites should they evaluate first?
pass
AI named anthropics/claude-agent-sdk-demos 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-demos solve, and who is the primary audience?
pass
AI did not name anthropics/claude-agent-sdk-demos — 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?

Embed your GEO score

Drop this badge into the README of anthropics/claude-agent-sdk-demos. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

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HTML

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anthropics/claude-agent-sdk-demos — 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