Gnosis MCP is a tool that transforms documentation into a searchable knowledge base for AI agents, allowing for efficient document ingestion and retrieval. It supports hybrid search capabilities and integrates with various editors.
From the registry: Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

$ pip install gnosis-mcphttps://pypi.org/project/gnosis-mcp/$ gnosis-mcp ingest ./docs/Please install the `gnosis` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Install gnosis-mcp** — Install from PyPI (add `[embeddings]` extra for semantic search) Run: `pip install gnosis-mcp` (https://pypi.org/project/gnosis-mcp/)
- **Ingest your docs** — Load docs into the SQLite database Run: `gnosis-mcp ingest ./docs/`
Canonical MCP server config (stdio transport):
- command: `gnosis-mcp`
- args: ["serve"]
- optional environment variables:
- `GNOSIS_MCP_DATABASE_URL`: PostgreSQL URL or SQLite file path (defaults to local SQLite) (example: `postgresql://<user>:<password>@<host>:5432/<db>`)
- `GNOSIS_MCP_BACKEND`: Force backend: sqlite or postgres (example: `sqlite`)
- `GNOSIS_MCP_WRITABLE`: Enable write tools (upsert_doc, delete_doc, update_metadata) (example: `false`)
- `GNOSIS_MCP_TRANSPORT`: Transport: stdio, sse, or streamable-http (example: `stdio`)
Note: Also available via `uvx gnosis-mcp serve` and Streamable HTTP transport.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.GNOSIS_MCP_RESTrequiredEnable REST API (same as `--rest`)GNOSIS_MCP_CORS_ORIGINSCORS allowed origins: `*` or comma-separated listGNOSIS_MCP_API_KEYOptional Bearer token authGNOSIS_MCP_DATABASE_URLDatabase connection string for PostgreSQLGNOSIS_MCP_BACKENDSpecify backend type: sqlite or postgresProvide your AI coding tools with token-efficient access to up-to-date technical documentation for…