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by nicholasglazer • Uncategorized
Turns documentation into a searchable knowledge base for AI agents with keyword and semantic search.
Search and retrieve relevant documentation excerpts efficiently.
Semantic search capabilities without relying on external API keys.
Incorporate Git commit history and web-crawled docs as searchable context.
Gnosis MCP enables ingestion, indexing, and serving of documentation to create a searchable knowledge base for AI agents. It supports hybrid search combining keyword and semantic embeddings without requiring API keys, works with multiple document formats, and integrates with Git history and web crawling. The server can run locally with SQLite or scale with PostgreSQL, and offers REST API and editor integrations for seamless AI agent access.