{
  "name": "YDB-Qdrant",
  "version": "1.0.0",
  "awp_version": "0.2",
  "domain": "ydb-qdrant.tech",
  "protocolVersion": "0.3",
  "intent": "YDB-Qdrant provides a Qdrant-compatible vector search API on YDB for semantic search, RAG prototypes, IDE-agent memory, and a hosted Code Indexer MCP for read-only repository memory.",
  "description": "Qdrant-compatible vector search API on YDB, with hosted Code Indexer MCP for repository memory.",
  "url": "https://ydb-qdrant.tech/",
  "protocols": {
    "openapi": {
      "version": "3.1",
      "endpoint": "https://ydb-qdrant.tech/openapi.json"
    },
    "mcp": {
      "version": "2025-06-18",
      "endpoint": "https://code-indexer.ydb-qdrant.tech/mcp",
      "transport": "streamable-http"
    },
    "a2a": {
      "version": "0.3",
      "endpoint": "https://ydb-qdrant.tech/.well-known/agent-card.json"
    }
  },
  "defaultInputModes": [
    "application/json",
    "text/plain"
  ],
  "defaultOutputModes": [
    "application/json",
    "text/markdown"
  ],
  "openapi": "https://ydb-qdrant.tech/openapi.json",
  "api": {
    "type": "openapi",
    "url": "https://ydb-qdrant.tech/openapi.json",
    "docs": "https://ydb-qdrant.tech/docs/api/",
    "version_header": "YDB-Qdrant-API-Version",
    "current_version": "2026-05-28"
  },
  "apis": [
    {
      "type": "openapi",
      "url": "https://ydb-qdrant.tech/openapi.json",
      "docs": "https://ydb-qdrant.tech/docs/api/",
      "version_header": "YDB-Qdrant-API-Version",
      "current_version": "2026-05-28"
    }
  ],
  "docs": "https://ydb-qdrant.tech/developers/",
  "instructions": "https://ydb-qdrant.tech/docs/agents/",
  "agent_instructions": "https://ydb-qdrant.tech/.well-known/agent-instructions.md",
  "agent_skills": "https://ydb-qdrant.tech/.well-known/agent-skills/index.json",
  "agent_mode": "https://ydb-qdrant.tech/agent/",
  "agent_mode_json": "https://ydb-qdrant.tech/agent-mode.json",
  "agent_card": "https://ydb-qdrant.tech/.well-known/agent-card.json",
  "llms": "https://ydb-qdrant.tech/llms.txt",
  "llms_full": "https://ydb-qdrant.tech/llms-full.txt",
  "auth": "https://ydb-qdrant.tech/docs/auth/",
  "oauth_protected_resource": "https://ydb-qdrant.tech/.well-known/oauth-protected-resource",
  "pricing": "https://ydb-qdrant.tech/pricing/",
  "support": "https://ydb-qdrant.tech/code-indexer/support/",
  "repository": "https://github.com/astandrik/ydb-qdrant",
  "package": "https://www.npmjs.com/package/ydb-qdrant",
  "mcp": {
    "server_card": "https://ydb-qdrant.tech/.well-known/mcp/server-card.json",
    "manifest": "https://ydb-qdrant.tech/.well-known/mcp.json",
    "endpoint": "https://code-indexer.ydb-qdrant.tech/mcp",
    "serverUrl": "https://code-indexer.ydb-qdrant.tech/mcp",
    "transport": "streamable-http",
    "auth": "Bearer token created in the Code Indexer dashboard"
  },
  "mcpServers": [
    {
      "name": "ydb-qdrant-code-indexer",
      "serverUrl": "https://code-indexer.ydb-qdrant.tech/mcp",
      "transport": "streamable-http",
      "server_card": "https://ydb-qdrant.tech/.well-known/mcp/server-card.json"
    }
  ],
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false,
    "idempotency": true,
    "vectorSearch": true,
    "semanticSearch": true,
    "qdrantCompatibleRestApi": true,
    "repositoryCodeSearchMcp": true
  },
  "a2a_capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "capability_tags": [
    "vector-search",
    "semantic-search",
    "qdrant-compatible-rest-api",
    "repository-code-search-mcp"
  ],
  "auth_model": {
    "type": "api_key",
    "header": "api-key",
    "tenant_header": "X-Tenant-Id",
    "docs": "https://ydb-qdrant.tech/docs/auth/",
    "required_for": [
      "create_collection",
      "get_collection",
      "delete_collection",
      "put_collection_index",
      "upsert_points",
      "retrieve_points",
      "search_points",
      "query_points",
      "delete_points"
    ],
    "optional_for": [
      "health"
    ]
  },
  "actions": [
    {
      "id": "create_collection",
      "description": "Create or confirm a YDB-backed Qdrant-compatible vector collection.",
      "endpoint": "/collections/{collection}",
      "method": "PUT",
      "auth_required": true,
      "idempotency_key_supported": true
    },
    {
      "id": "upsert_points",
      "description": "Upsert embedding vectors and payloads into a collection.",
      "endpoint": "/collections/{collection}/points/upsert",
      "method": "POST",
      "auth_required": true,
      "idempotency_key_supported": true
    },
    {
      "id": "search_points",
      "description": "Run exact top-k semantic search with a query vector.",
      "endpoint": "/collections/{collection}/points/search",
      "method": "POST",
      "auth_required": true
    },
    {
      "id": "search_code",
      "description": "Search indexed GitHub repository code chunks through hosted Code Indexer MCP.",
      "via": "mcp",
      "operation": "search_code",
      "auth_required": true
    }
  ],
  "agent_status": {
    "operational": true,
    "status_endpoint": "/health"
  },
  "skills": [
    {
      "id": "qdrant-compatible-rest-api",
      "name": "YDB-Qdrant REST API",
      "description": "Create vector collections, upsert and retrieve points, run exact top-k vector search, use query compatibility, and delete points in a YDB-backed namespace.",
      "tags": [
        "vector-search",
        "semantic-search",
        "embeddings",
        "qdrant-compatible",
        "ydb"
      ],
      "examples": [
        "Use YDB-Qdrant for a YDB-backed RAG prototype that needs a Qdrant-compatible REST API.",
        "Use YDB-Qdrant when an IDE agent needs exact semantic search over vectors stored beside YDB-backed data."
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "repository-code-search-mcp",
      "name": "YDB Qdrant Code Indexer MCP",
      "description": "Read-only Streamable HTTP MCP tools for listing indexed GitHub repositories and searching repository code chunks.",
      "tags": [
        "mcp",
        "code-search",
        "repository-memory",
        "github"
      ],
      "examples": [
        "Use Code Indexer MCP when a coding agent needs repository memory before editing code."
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json",
        "text/markdown"
      ]
    }
  ],
  "resources": [
    {
      "name": "REST API reference",
      "url": "https://ydb-qdrant.tech/docs/api/"
    },
    {
      "name": "OpenAPI specification",
      "url": "https://ydb-qdrant.tech/openapi.json"
    },
    {
      "name": "OpenAPI discovery page",
      "url": "https://ydb-qdrant.tech/docs/openapi/"
    },
    {
      "name": "Agent instructions",
      "url": "https://ydb-qdrant.tech/docs/agents/"
    },
    {
      "name": "Agent instructions markdown",
      "url": "https://ydb-qdrant.tech/.well-known/agent-instructions.md"
    },
    {
      "name": "Agent Skills index",
      "url": "https://ydb-qdrant.tech/.well-known/agent-skills/index.json"
    },
    {
      "name": "YDB-Qdrant Agent Skill",
      "url": "https://ydb-qdrant.tech/.well-known/agent-skills/ydb-qdrant/SKILL.md"
    },
    {
      "name": "YDB Qdrant Code Indexer Agent Skill",
      "url": "https://ydb-qdrant.tech/.well-known/agent-skills/code-indexer/SKILL.md"
    },
    {
      "name": "Agent mode",
      "url": "https://ydb-qdrant.tech/agent/"
    },
    {
      "name": "Agent mode JSON",
      "url": "https://ydb-qdrant.tech/agent-mode.json"
    },
    {
      "name": "agents.md compatibility file",
      "url": "https://ydb-qdrant.tech/agents.md"
    },
    {
      "name": "A2A agent card",
      "url": "https://ydb-qdrant.tech/.well-known/agent-card.json"
    },
    {
      "name": "Auth and scoped access",
      "url": "https://ydb-qdrant.tech/docs/auth/"
    },
    {
      "name": "OAuth protected resource metadata",
      "url": "https://ydb-qdrant.tech/.well-known/oauth-protected-resource"
    },
    {
      "name": "Pricing",
      "url": "https://ydb-qdrant.tech/pricing/"
    },
    {
      "name": "Webhooks and events",
      "url": "https://ydb-qdrant.tech/docs/webhooks/"
    },
    {
      "name": "Code Indexer MCP",
      "url": "https://ydb-qdrant.tech/code-indexer/"
    },
    {
      "name": "MCP discovery page",
      "url": "https://ydb-qdrant.tech/docs/mcp/"
    },
    {
      "name": "About",
      "url": "https://ydb-qdrant.tech/about/"
    },
    {
      "name": "Contact",
      "url": "https://ydb-qdrant.tech/contact/"
    },
    {
      "name": "Privacy",
      "url": "https://ydb-qdrant.tech/privacy/"
    }
  ]
}