RRepoGEO

REPOGEO REPORT · LITE

tursodatabase/agentfs

Default branch main · commit 0a014ebd · scanned 6/28/2026, 2:12:25 AM

GitHub: 3,223 stars · 177 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 tursodatabase/agentfs, 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's opening to highlight AI agent-specific filesystem

    Why:

    CURRENT
    <p align="center">
  <h1 align="center">AgentFS</h1>
</p>

<p align="center">
  The filesystem for agents.
</p>
    COPY-PASTE FIX
    <p align="center">
  <h1 align="center">AgentFS</h1>
</p>

<p align="center">
  AgentFS is a filesystem explicitly designed for AI agents, providing the storage abstractions they need to manage persistent state and data.
</p>
  • hightopics#2
    Add more specific topics for AI agent data management

    Why:

    CURRENT
    agents, filesystem, sqlite, turso
    COPY-PASTE FIX
    ai-agents, agent-data, persistent-storage, virtual-filesystem, fuse, nfs, sqlite, turso
  • mediumlicense#3
    Add a standard LICENSE file to the repository root

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a file named `LICENSE` (without `.md` extension) in the repository root containing the full text of the MIT License.

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 tursodatabase/agentfs
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PostgreSQL
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PostgreSQL · recommended 1×
  2. redis/redis · recommended 1×
  3. mongodb/mongo · recommended 1×
  4. mackyle/sqlite · recommended 1×
  5. apache/cassandra · recommended 1×
  • CATEGORY QUERY
    What are the best storage solutions for managing persistent state in AI agents?
    you: not recommended
    AI recommended (in order):
    1. PostgreSQL
    2. Redis (redis/redis)
    3. MongoDB (mongodb/mongo)
    4. SQLite (mackyle/sqlite)
    5. Cassandra (apache/cassandra)
    6. Amazon DynamoDB
    7. Azure Cosmos DB
    8. Google Cloud Datastore
    9. Google Cloud Firestore

    AI recommended 9 alternatives but never named tursodatabase/agentfs. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a dedicated filesystem abstraction for AI agent data persistence and retrieval.
    you: not recommended
    AI recommended (in order):
    1. Fsspec (fsspec/filesystem_spec)
    2. Apache Arrow (apache/arrow)
    3. DVC (iterative/dvc)
    4. Google Cloud Storage FUSE (GoogleCloudPlatform/gcsfuse)
    5. S3FS (s3fs-fuse/s3fs-fuse)
    6. Azure Blob FUSE (Azure/azure-storage-fuse)
    7. Pathlib (python/cpython)

    AI recommended 7 alternatives but never named tursodatabase/agentfs. 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 tursodatabase/agentfs?
    pass
    AI named tursodatabase/agentfs explicitly

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

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

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

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tursodatabase/agentfs — 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