Claude Desktop
Desktop · Freemium · Proprietary
Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.
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Knowledge Management · Developer Tools
MCP Ragdocs
hannesrudolph/mcp-ragdocs
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
Install
npx -y @hannesrudolph/mcp-ragdocsClient configuration
{
"mcpServers": {
"rag-docs": {
"command": "npx",
"args": [
"-y",
"@hannesrudolph/mcp-ragdocs"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>",
"QDRANT_URL": "<QDRANT_URL>",
"QDRANT_API_KEY": "<QDRANT_API_KEY>"
}
}
}
}Environment variables
OPENAI_API_KEYQDRANT_URLQDRANT_API_KEY- GitHub stars
- 155
- Author
- @hannesrudolph
- Category
- Knowledge Management, Developer Tools
- License
- MIT
- Updated
- Oct 6, 2026
Features
Vector-based documentation search and retrieval
Support for multiple documentation sources
Semantic search capabilities
Automated documentation processing
Real-time context augmentation for LLMs
Tools (7)
search_documentation
Search through stored documentation using natural language queries.
list_sources
List all documentation sources currently stored in the system.
extract_urls
Extract and analyze all URLs from a given web page.
remove_documentation
Remove specific documentation sources from the system by their URLs.
list_queue
List all URLs currently waiting in the documentation processing queue.
run_queue
Process and index all URLs currently in the documentation queue.
clear_queue
Remove all pending URLs from the documentation processing queue.
Details on this page are taken from the project's README. Open README
Supported clients
Clients mentioned in this server's README:
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