RRepoGEO

REPOGEO REPORT · LITE

sendaifun/solana-agent-kit

Default branch v2 · commit 1254fe55 · scanned 5/20/2026, 6:51:27 PM

GitHub: 1,684 stars · 862 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
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 sendaifun/solana-agent-kit, 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
    Reposition README opening to clearly state its AI agent framework nature

    Why:

    CURRENT
    An open-source toolkit for connecting AI agents to Solana protocols. Now, any agent, using any model can autonomously perform 60+ Solana actions:
    COPY-PASTE FIX
    A comprehensive open-source framework and SDK for building autonomous AI agents that directly interact with Solana protocols. Now, any agent, using any model, can autonomously perform 60+ Solana actions:
  • mediumtopics#2
    Add more specific AI agent-related topics

    Why:

    CURRENT
    ai, langchain, langchain-js, solana, solana-langchain, web3js
    COPY-PASTE FIX
    ai, langchain, langchain-js, solana, solana-langchain, web3js, llm-agents, ai-agents, autonomous-agents
  • lowcomparison#3
    Add a dedicated 'Why Solana Agent Kit?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Solana Agent Kit?

Unlike general Solana development libraries like Solana Web3.js or Anchor, or broad AI agent frameworks like LangChain, Solana Agent Kit is specifically designed to empower AI agents with direct, autonomous interaction capabilities on the Solana blockchain. It provides pre-built actions and integrations, allowing AI models to execute complex transactions and protocol interactions without needing to manage low-level blockchain details.

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 sendaifun/solana-agent-kit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Solana Web3.js
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Solana Web3.js · recommended 2×
  2. Anchor Framework · recommended 1×
  3. solana.py · recommended 1×
  4. Helius · recommended 1×
  5. QuickNode · recommended 1×
  • CATEGORY QUERY
    How to integrate AI agents with Solana blockchain for automated transactions?
    you: not recommended
    AI recommended (in order):
    1. Anchor Framework
    2. Solana Web3.js
    3. solana.py
    4. Helius
    5. QuickNode
    6. Alchemy
    7. LangChain
    8. LlamaIndex
    9. Pyth Network
    10. Switchboard
    11. IPFS
    12. Arweave
    13. OpenAI API
    14. Anthropic API
    15. Hugging Face Transformers

    AI recommended 15 alternatives but never named sendaifun/solana-agent-kit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools exist for AI models to interact with Solana protocols programmatically?
    you: not recommended
    AI recommended (in order):
    1. Solana Web3.js
    2. Anchor
    3. Solana-py
    4. solana_sdk crate
    5. Helius SDK
    6. QuickNode SDK
    7. Metaplex SDK
    8. Jupiter SDK

    AI recommended 8 alternatives but never named sendaifun/solana-agent-kit. 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 sendaifun/solana-agent-kit?
    pass
    AI did not name sendaifun/solana-agent-kit — 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 sendaifun/solana-agent-kit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sendaifun/solana-agent-kit 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 sendaifun/solana-agent-kit solve, and who is the primary audience?
    pass
    AI named sendaifun/solana-agent-kit explicitly

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

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sendaifun/solana-agent-kit — 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