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mcp-documentation-server

Official

Search your files with semantic intelligence.

Software Engineering#documentation#semantic search#vector database#knowledge base#gemini#mcp server#chunking
AuthorAradotso
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It solves the problem of finding the right information inside large sets of your documents by combining hybrid full-text search with semantic vector search and AI-enhanced querying.

Core Features & Use Cases

  • Local-first document knowledge base: Stores documents and embeddings on disk under a configurable base directory, enabling fast repeat searches without external dependencies.
  • Hybrid semantic + keyword search: Uses embedded Orama vector search alongside full-text matching to improve relevance for both exact and conceptual queries.
  • Intelligent chunking for better context: Applies parent-child chunking so search results can return surrounding sections that help an LLM answer accurately.
  • Optional Gemini-powered AI search: Adds an AI layer for higher-level question answering over one or more documents using your selected context and citations.

Quick Start

Add the MCP documentation server to your MCP client configuration so you can start uploading files and running document searches immediately.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: mcp-documentation-server
Download link: https://github.com/Aradotso/mcp-skills/archive/main.zip#mcp-documentation-server

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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