YDB-Qdrant
ydb-qdrant.tech
· YDB-Qdrant
Qdrant-compatible vector search API on YDB, with hosted Code Indexer MCP for read-only repository memory.
ydb-qdrant.tech via a single DNS TXT record to add the
verified by owner badge, embed an Agenstry badge on your README, and earn back the missing conformance points listed below.
D
Conformance score: 47/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown ▾
click to collapse breakdown ▴
agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 calls Public aggregate · no PII recordedRecent events (last 20)
| When | Event | Method | Status | Latency |
|---|---|---|---|---|
| 2026-05-29T18:48:01 | search_impression | — |
200 ok | — |
Card history
1 snapshot Every change toagent-card.json
| Captured | Hash | |
|---|---|---|
| 2026-05-29 04:39:07 current | e3f05d193406… |
view → |
Endpoints
| Agent card | https://ydb-qdrant.tech/.well-known/agent-card.json |
| Provider | https://ydb-qdrant.tech/ |
| Docs | https://ydb-qdrant.tech/developers/ |
Skills · 2 declared · mapped to canonical taxonomy
Create vector collections, upsert and retrieve points, run exact top-k vector search, use query compatibility, and delete points in a YDB-backed namespace.
Read-only Streamable HTTP MCP tools for listing indexed GitHub repositories and searching repository code chunks.
Health · last 7 probes
Who's calling this agent 30d
1 interactions captured (impressions + lookups + A2A calls)
rest
1
Public teaser: top-3 per dimension only. Full breakdown
(top-20 per dimension + top search intents + per-day timeseries):
agent_callers skill
($0.05/call, $0 on
Enterprise).
Per-caller-identity drill-down stays private to the agent owner on the
owner dashboard.
Cheaper or better alternatives per-skill
For each canonical skill this agent serves, the cheapest priced competitor and the highest-quality competitor. Only shown when at least one beats the current agent. Skills where this agent is already best on both axes are hidden.
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Markdown / HTML snippets
[](https://agenstry.com/agents/ydb-qdrant.tech) [](https://agenstry.com/agents/ydb-qdrant.tech) [](https://agenstry.com/agents/ydb-qdrant.tech) [](https://agenstry.com/agents/ydb-qdrant.tech)
Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"name": "YDB-Qdrant",
"description": "Qdrant-compatible vector search API on YDB, with hosted Code Indexer MCP for read-only repository memory.",
"url": "https://ydb-qdrant.tech/",
"version": "1.0.0",
"protocolVersion": "0.3",
"provider": {
"organization": "YDB-Qdrant",
"url": "https://ydb-qdrant.tech/"
},
"documentationUrl": "https://ydb-qdrant.tech/developers/",
"iconUrl": "https://ydb-qdrant.tech/favicon.svg",
"preferredTransport": "HTTP+JSON",
"supportedInterfaces": [
{
"url": "https://ydb-qdrant.tech/openapi.json",
"protocolBinding": "https://spec.openapis.org/oas/3.1",
"protocolVersion": "3.1.0"
},
{
"url": "https://code-indexer.ydb-qdrant.tech/mcp",
"protocolBinding": "https://modelcontextprotocol.io/specification/2025-06-18",
"protocolVersion": "2025-06-18"
}
],
"defaultInputModes": [
"application/json",
"text/plain"
],
"defaultOutputModes": [
"application/json",
"text/markdown"
],
"capabilities": {
"streaming": false,
"pushNotifications": false,
"stateTransitionHistory": false,
"extensions": [
{
"uri": "https://ydb-qdrant.tech/openapi.json",
"description": "OpenAPI 3.1 service description for the Qdrant-compatible REST API.",
"required": false
},
{
"uri": "https://ydb-qdrant.tech/.well-known/mcp/server-card.json",
"description": "Server card for the hosted Code Indexer Streamable HTTP MCP endpoint.",
"required": false
}
]
},
"securitySchemes": {
"ApiKeyAuth": {
"type": "apiKey",
"in": "header",
"name": "api-key",
"description": "Stable namespace key for YDB-Qdrant REST operations."
},
"CodeIndexerBearer": {
"type": "http",
"scheme": "bearer",
"bearerFormat": "opaque MCP token",
"description": "Dashboard-created bearer token for hosted Code Indexer MCP."
}
},
"security": [
{
"ApiKeyAuth": []
},
{
"CodeIndexerBearer": []
}
],
"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"
],
"security": [
{
"ApiKeyAuth": []
}
]
},
{
"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"
],
"security": [
{
"CodeIndexerBearer": []
}
]
}
],
"supportsAuthenticatedExtendedCard": false
}