RRepoGEO

REPOGEO REPORT · LITE

crewAIInc/crewAI-tools

Default branch main · commit 62f4d7ef · scanned 5/20/2026, 2:22:39 AM

GitHub: 1,426 stars · 524 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 crewAIInc/crewAI-tools, 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
  • highabout#1
    Update the repository description to reflect its deprecated status and new location

    Why:

    CURRENT
    Extend the capabilities of your CrewAI agents with Tools
    COPY-PASTE FIX
    DEPRECATED: This repository is no longer maintained. Find the actively developed CrewAI Tools within the main CrewAI repository: https://github.com/crewAIInc/crewAI/tree/main/lib/crewai-tools
  • highhomepage#2
    Add the homepage URL pointing to the actively maintained tools

    Why:

    COPY-PASTE FIX
    https://github.com/crewAIInc/crewAI/tree/main/lib/crewai-tools
  • mediumtopics#3
    Add a 'deprecated' topic to signal the repository's status

    Why:

    CURRENT
    ai, aiagents, crewai, crewai-tools
    COPY-PASTE FIX
    ai, aiagents, crewai, crewai-tools, deprecated

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 crewAIInc/crewAI-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Beautiful Soup 4 (bs4)
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Beautiful Soup 4 (bs4) · recommended 1×
  2. Requests · recommended 1×
  3. Playwright · recommended 1×
  4. Selenium · recommended 1×
  5. Scrapy · recommended 1×
  • CATEGORY QUERY
    How can I equip my AI agents with web scraping, file management, and database access?
    you: not recommended
    AI recommended (in order):
    1. Beautiful Soup 4 (bs4)
    2. Requests
    3. Playwright
    4. Selenium
    5. Scrapy
    6. pathlib
    7. shutil
    8. os
    9. fsspec
    10. SQLAlchemy
    11. sqlite3
    12. psycopg2
    13. mysql-connector-python
    14. pymysql
    15. pymongo
    16. redis-py

    AI recommended 16 alternatives but never named crewAIInc/crewAI-tools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks help integrate diverse functionalities like web search and data storage into AI agents?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Microsoft Semantic Kernel
    4. Haystack
    5. CrewAI
    6. AutoGen
    7. OpenAI Assistants API

    AI recommended 7 alternatives but never named crewAIInc/crewAI-tools. 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 crewAIInc/crewAI-tools?
    pass
    AI named crewAIInc/crewAI-tools explicitly

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

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

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

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crewAIInc/crewAI-tools — 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