REPOGEO REPORT · LITE

regenrek/deepwiki-mcp

Default branch main · commit d62d7496 · scanned 7/1/2026, 11:18:27 AM

GitHub: 1,371 stars · 80 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 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 and status

Why:

CURRENT

The current README starts with `# Deepwiki MCP Server` followed by the `IMPORTANT NOTICE`.

COPY-PASTE FIX

# Deepwiki MCP Server: Integrate Web Documentation into Code Editors

This is an **unofficial Deepwiki MCP Server** designed to fetch and convert web-based documentation, specifically from Deepwiki.com, into Markdown for seamless integration with AI assistants and code editors like Cursor. It takes a Deepwiki URL via MCP, crawls all relevant pages, converts them to Markdown, and returns either one document or a list by page.

> ⚠️ **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 project remains a valuable reference for building similar web-to-markdown MCP servers.

hightopics#2

Add relevant topics to the repository

Why:

CURRENT

(none)

COPY-PASTE FIX

deepwiki, mcp, markdown, web-scraping, documentation, code-editor, knowledge-base, ai-assistant, content-conversion

mediumreadme#3

Clarify or remove the vague "NLP" feature description in the README

Why:

CURRENT

NLP**: It's to search just for the library name

COPY-PASTE FIX

Remove the line `NLP**: It's to search just for the library name` from the "Features" section.

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

Of all named tools, what % are you?

Top rival

Playwright

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Playwright · recommended 1×
Turndown · recommended 1×
Beautiful Soup · recommended 1×
html2text · recommended 1×
Puppeteer · recommended 1×

CATEGORY QUERY
How can I programmatically access and convert online documentation into markdown for local use?
you: not recommended
AI recommended (in order):
1. Playwright
2. Turndown
3. Beautiful Soup
4. html2text
5. Puppeteer
6. Scrapy
7. Goose3
8. Readability.js
AI recommended 8 alternatives but never named regenrek/deepwiki-mcp. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools help integrate web-based technical articles into my code editor's knowledge base?
you: not recommended
AI recommended (in order):
1. CodeTour
2. Bookmarks
3. Markdown Preview Enhanced
4. Obsidian
5. Notion
6. Evernote
7. OneNote
8. Zotero
9. Raindrop.io
AI recommended 9 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 named regenrek/deepwiki-mcp explicitly
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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MARKDOWN (README)

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HTML

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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