RagDocs MCP Server is a Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities for semantic search and management of documentation using a Qdrant vector database and Ollama/OpenAI embeddings.
RagDocs MCP Server is a Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities for semantic search and management of documentation using a Qdrant vector database and Ollama/OpenAI embeddings.
npm install ragdocsAdd this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"ragdocs-mcp-server": {
"command": "npx",
"args": [
"-y",
"npm install ragdocs"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from RagDocs MCP Server?"
No configuration required. This server works out of the box.
"What resources are available in RagDocs MCP Server?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in RagDocs MCP Server"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in RagDocs MCP Server with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.