Is io.github.onetrueclaude-creator/mcp-knowledge-gaps safe to use?

io.github.onetrueclaude-creator/mcp-knowledge-gaps has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.onetrueclaude-creator/mcp-knowledge-gaps?

io.github.onetrueclaude-creator/mcp-knowledge-gaps can be installed by cloning its GitHub repository and following the setup instructions in the README.

What AI clients work with io.github.onetrueclaude-creator/mcp-knowledge-gaps?

io.github.onetrueclaude-creator/mcp-knowledge-gaps is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio transport.

io.github.onetrueclaude-creator/mcp-knowledge-gaps

Find what your knowledge base mentions but doesn't actually explain.

0 tools GitHub

No known CVEs

No license

Maintenance unknown

No commit data

Untested

Transport: stdio

0 tools

Grade F

AI / ML Education

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Untested on Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-onetrueclaude-creator-mcp-knowledge-gaps": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-onetrueclaude-creator-mcp-knowledge-gaps)](https://mcppedia.org/s/io-github-onetrueclaude-creator-mcp-knowledge-gaps)

Read me

What io.github.onetrueclaude-creator/mcp-knowledge-gaps does

Find what your knowledge base mentions but doesn't actually explain.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

14/100across 5 weighted dimensions

How we score →

0255075100

−86

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Help improve this page

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Frequently Asked Questions

Is io.github.onetrueclaude-creator/mcp-knowledge-gaps safe to use?: io.github.onetrueclaude-creator/mcp-knowledge-gaps has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.onetrueclaude-creator/mcp-knowledge-gaps?: io.github.onetrueclaude-creator/mcp-knowledge-gaps can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with io.github.onetrueclaude-creator/mcp-knowledge-gaps?: io.github.onetrueclaude-creator/mcp-knowledge-gaps is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio transport.

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AI / ML Education

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Untested on Claude Desktopstdio · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-onetrueclaude-creator-mcp-knowledge-gaps": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-onetrueclaude-creator-mcp-knowledge-gaps)](https://mcppedia.org/s/io-github-onetrueclaude-creator-mcp-knowledge-gaps)

Read me

What io.github.onetrueclaude-creator/mcp-knowledge-gaps does

Find what your knowledge base mentions but doesn't actually explain.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

README

mcp-knowledge-gaps

Find what your knowledge base mentions but doesn't actually explain.

Find concepts mentioned but never defined in your markdown knowledge base (Obsidian vault, Logseq graph, any folder of .md files). Uses fuzzy canonicalization to avoid false positives, ranks gaps by frequency × region-diversity × novelty, generates prioritized research questions, and samples from the long tail via sortition to break confirmation bias in your research queue.

Install

pip install mcp-knowledge-gaps
# or
uvx mcp-knowledge-gaps

Usage

Claude Code

claude mcp add mcp-knowledge-gaps -- mcp-knowledge-gaps

Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "knowledge_gaps": {
      "command": "uvx",
      "args": ["mcp-knowledge-gaps"]
    }
  }
}

MCP Tools

Tool	Tier	Description
`find_gaps`	Free	Scan a markdown vault and return concepts mentioned in multiple notes but without their own dedicated note. Applies fuzzy canonicalization and noise filtering.
`list_gaps_by_priority`	Free	Return gaps ranked by priority: frequency × diversity × novelty (higher = fill this gap first).
`generate_research_questions`	Pro	Generate prioritized research questions for the top N gaps. Each question comes with a priority score and factor breakdown.
`surprise_research_topic`	Pro	Sortition sampling — pick a random gap from the LOW-priority long tail. Breaks confirmation bias by surfacing topics you'd never pick yourself.
`export_review_queue`	Pro	Export a CSV of top-priority gap concepts, suitable for Anki or other spaced-repetition tools. Writes to output_csv and returns the row count.

Pro tier

Unlocks research question generation with RL-weighted ranking, sortition sampling of long-tail gaps, and CSV review queue export.

License activation — any one of these works:

# 1. Environment variable
export KNOWLEDGE_GAPS_LICENSE="eyJhbGc..."

# 2. CLI flag
mcp-knowledge-gaps --license-key "eyJhbGc..."

# 3. Config file
echo "eyJhbGc..." > ~/.mcp-knowledge-gaps/license.jwt

Licenses are verified fully offline — no phone-home, no activation server. Get a license at https://github.com/onetrueclaude-creator/mcp-knowledge-gaps#pro-tier.

Requirements

Python 3.10+

License

MIT

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

14/100across 5 weighted dimensions

How we score →

0255075100

−86

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Help improve this page

This server is missing a description. Tools and install config are also missing.If you've used it, help the community.

Add information

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.onetrueclaude-creator/mcp-knowledge-gaps safe to use?: io.github.onetrueclaude-creator/mcp-knowledge-gaps has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.onetrueclaude-creator/mcp-knowledge-gaps?: io.github.onetrueclaude-creator/mcp-knowledge-gaps can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with io.github.onetrueclaude-creator/mcp-knowledge-gaps?: io.github.onetrueclaude-creator/mcp-knowledge-gaps is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio transport.