RRepoGEO

REPOGEO REPORT · LITE

regenrek/deepwiki-mcp

Default branch main · commit d62d7496 · scanned 5/20/2026, 1:02:59 AM

GitHub: 1,352 stars · 79 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
28 /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
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 regenrek/deepwiki-mcp, 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 the README's core value proposition above the warning

    Why:

    CURRENT
    > ⚠️ **IMPORTANT NOTICE**: This server is currently not working since DeepWiki has cut off the possibility to scrape it. We recommend using the official DeepWiki MCP server at https://docs.devin.ai/work-with-devin/deepwiki-mcp for the time being.

This is an **unofficial Deepwiki MCP Server**
    COPY-PASTE FIX
    # Deepwiki MCP Server for AI Coding Assistants

This is an **unofficial Deepwiki MCP Server** designed to fetch knowledge from deepwiki.com, convert it to Markdown, and make it available for use in Cursor and other Code Editors or AI coding assistants via MCP.

> ⚠️ **IMPORTANT NOTICE**: This server is currently not working since DeepWiki has cut off the possibility to scrape it. We recommend using the official DeepWiki MCP server at https://docs.devin.ai/work-with-devin/deepwiki-mcp for the time being.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    deepwiki, mcp-server, ai-coding-assistant, ide-integration, documentation-extraction, markdown-conversion, knowledge-base, code-editor-plugin
  • mediumreadme#3
    Clarify the 'NLP' feature description in the README

    Why:

    CURRENT
    NLP**: It's to search just for the library name
    COPY-PASTE FIX
    **NLP**: Enables searching for documentation by library name, simplifying content retrieval for specific technical contexts.

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 regenrek/deepwiki-mcp
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Pandoc
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Pandoc · recommended 1×
  2. Confluence · recommended 1×
  3. SharePoint · recommended 1×
  4. Zendesk Guide · recommended 1×
  5. Jira · recommended 1×
  • CATEGORY QUERY
    How to extract documentation from a knowledge base into markdown for editor use?
    you: not recommended
    AI recommended (in order):
    1. Pandoc
    2. Confluence
    3. SharePoint
    4. Zendesk Guide
    5. Jira
    6. BeautifulSoup
    7. lxml
    8. markdownify
    9. json
    10. Scrapy
    11. Puppeteer

    AI recommended 11 alternatives but never named regenrek/deepwiki-mcp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to integrate external technical documentation into AI coding assistants or IDEs?
    you: not recommended
    AI recommended (in order):
    1. DocsGPT (arc53/DocsGPT)
    2. LlamaIndex (run-llama/llama_index)
    3. LangChain (langchain-ai/langchain)
    4. VS Code (microsoft/vscode)
    5. Kagi Universal Summarizer/Search
    6. Read the Docs (readthedocs/readthedocs.org)

    AI recommended 6 alternatives but never named regenrek/deepwiki-mcp. 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 regenrek/deepwiki-mcp?
    pass
    AI did not name regenrek/deepwiki-mcp — 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 regenrek/deepwiki-mcp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named regenrek/deepwiki-mcp 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 regenrek/deepwiki-mcp solve, and who is the primary audience?
    pass
    AI named regenrek/deepwiki-mcp explicitly

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

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regenrek/deepwiki-mcp — 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