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

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

Code source Documentation

Installation

Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).

PYPI package mcp-knowledge-gaps
Claude Code 
claude mcp add mcp-knowledge-gaps -e 'KNOWLEDGE_GAPS_LICENSE=<your knowledge_gaps_license>' -- uvx mcp-knowledge-gaps==0.1.0
Configuration JSON (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "mcp-knowledge-gaps": {
            "command": "uvx",
            "args": [
                "mcp-knowledge-gaps==0.1.0"
            ],
            "env": {
                "KNOWLEDGE_GAPS_LICENSE": "<your knowledge_gaps_license>"
            }
        }
    }
}

Variables d'environnement

  • KNOWLEDGE_GAPS_LICENSE secret Pro license JWT (optional). Unlocks premium features. See README.

Documentation

Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.

Sommaire
  1. mcp-knowledge-gaps
  2. Install
  3. Usage
  4. MCP Tools
  5. Pro tier
  6. Requirements
  7. License

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

ToolTierDescription
find_gapsFreeScan 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_priorityFreeReturn gaps ranked by priority: frequency × diversity × novelty (higher = fill this gap first).
generate_research_questionsProGenerate prioritized research questions for the top N gaps. Each question comes with a priority score and factor breakdown.
surprise_research_topicProSortition sampling — pick a random gap from the LOW-priority long tail. Breaks confirmation bias by surfacing topics you'd never pick yourself.
export_review_queueProExport 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

Questions fréquentes

Qu'est-ce que io.github.onetrueclaude-creator/mcp-knowledge-gaps ?

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

Comment installer io.github.onetrueclaude-creator/mcp-knowledge-gaps ?

Il s'exécute sur votre machine. Dans Claude Code : claude mcp add mcp-knowledge-gaps -e 'KNOWLEDGE_GAPS_LICENSE=<your knowledge_gaps_license>' -- uvx mcp-knowledge-gaps==0.1.0. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.

Faut-il une clé API pour io.github.onetrueclaude-creator/mcp-knowledge-gaps ?

Oui. Il attend KNOWLEDGE_GAPS_LICENSE, à renseigner dans sa configuration.

io.github.onetrueclaude-creator/mcp-knowledge-gaps est-il open source ?

Oui. Son code est sur GitHub sous licence MIT.

Qui maintient io.github.onetrueclaude-creator/mcp-knowledge-gaps ?

Il est publié par onetrueclaude-creator. AI.tn le référence sans le maintenir ni le recommander.

Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.