Developer resources

YDB-Qdrant API, auth, and MCP resources

Start here when wiring an agent, IDE, RAG service, or backend to YDB-Qdrant. The static resources below are available at predictable URLs for search engines, API clients, and AI agents.

OpenAPI JSON REST API docs Auth docs Agent instructions Pricing MCP server card

Machine-readable resources

OpenAPI specification
Agent discovery JSON
Agent instructions markdown
API catalog
MCP server card
MCP manifest
OpenAPI discovery page
MCP discovery page
llms.txt
Full AI-readable index
Docs llms.txt

Human-readable docs

REST API reference
Auth and scoped access
Agent instructions and when-to-use guidance
Webhooks and events
Pricing
Architecture diagrams
Semantic search on YDB guide
Best vector search for YDB-backed apps
Vector search API for semantic similarity and embeddings

Packages and source

GitHub repository
npm package
Public demo Qdrant base URL: http://ydb-qdrant.tech:8080

Agent integration

The root product exposes a Qdrant-compatible REST API. The hosted MCP surface is YDB Qdrant Code Indexer, which gives coding agents read-only repository memory over Streamable HTTP MCP at https://code-indexer.ydb-qdrant.tech/mcp.

Code Indexer product page
Dashboard and MCP tokens
Code Indexer support