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📊 Intel view 📋 Audit JSON 🔄 Changelog
90
A2A A2A 0.3 v1.0.0

YDB-Qdrant

ydb-qdrant.tech · YDB-Qdrant

Qdrant-compatible vector search API on YDB, with hosted Code Indexer MCP for read-only repository memory.

🛡
Own this agent?
Verify the domain 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.
Verify ownership
🔔 Watch this agent for changes. Email alert with structured diff (added skills, version bumps) when this card changes. Enterprise feature. Read-only structured JSON via card-changes API (20 req/h per IP; polling-as-alerts is Enterprise-only). Sign in to subscribe
Trust score
47/100
grade D · 9 criteria
Uptime
100.0%
7 probes
Revenue · 30d
no payment wallet declared
Usage · 7d
1
impressions + calls
Card drift · 7d
changed
1 snapshots tracked
Owner
unverified
claim this listing →
D
Conformance score: 47/100
D-grade: significant issues, auth-gated, partially broken, or stale.
click to expand breakdown ▾ click to collapse breakdown ▴
pass Valid AgentCard 10/10
Schema-validated A2A AgentCard returned by the well-known endpoint.
fail Live JSON-RPC 0/25
DNS dead or connection refused.
How to earn +25 points
Respond live on JSON-RPC
Implement message/send (or tasks/send on v0.x). Return a 200 with a valid JSON-RPC response. Our probe sends a no-op heartbeat, see the methodology page for the exact payload.
Docs →
partial Protocol version 5/10
Declares pre-1.0 A2A 0.3 (Google preview). Upgrade to v1.x for full points.
How to earn +5 points
Declare protocolVersion
Add `"protocolVersion": "1.0"` to the AgentCard root. Without it, callers can't negotiate v0.x vs v1.0 compatibility.
Docs →
info JWS signature 0/10
Card is unsigned (most published agents are).
pass Uptime track record 15/15
7/7 probes succeeded (100% uptime).
partial Skill declaration 6/10
Declares 2 skill, usable but thin.
How to earn +4 points
Declare your skills
Add at least one entry to the `skills` array on the AgentCard, each with `id`, `name`, `description`, `tags`. We canonicalise these into the global skill taxonomy on next probe.
Docs →
partial Verified Identity 5/10
Provider declared: YDB-Qdrant (https://ydb-qdrant.tech/). Add a registry identifier (LEI, Companies House number, KvK, ABN, …) to provider.legalEntity for full verified-business credit.
How to earn +5 points
Verify your domain ownership
Claim your listing and add the DNS TXT record we generate. Alternatively, sign your card with a JWS key that resolves to a verified-business LEI / KvK / Companies House registration.
Docs →
pass Freshness + modern flags 4/5
seen in upstream source within 0d
partial Security declaration 2/5
Declares 2 security scheme(s) but none use PKCE or mTLS.
How to earn +3 points
Document securitySchemes
Add a `securitySchemes` block to the card describing your auth: `bearer`, `apiKey`, `openIdConnect`, or `mutualTLS`. Routers refuse to call agents that declare no auth model.
Docs →
⚠ Card drift detected. This agent's 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 recorded
0
calls 24h
1
calls 7d
1
search_impression 7d
Recent events (last 20)
When Event Method Status Latency
2026-05-29T18:48:01 search_impression 200 ok

Card history

1 snapshot Every change to agent-card.json
Captured Hash
2026-05-29 04:39:07 current e3f05d193406… view →
Uptime
100.0%
7 probes
Response
142ms
last probe
Skills
2
declared
Streaming
SSE-capable

Endpoints

Agent cardhttps://ydb-qdrant.tech/.well-known/agent-card.json
Providerhttps://ydb-qdrant.tech/
Docshttps://ydb-qdrant.tech/developers/
Discovered via
github_code recrawl_hot

Skills · 2 declared · mapped to canonical taxonomy

YDB-Qdrant REST API

Create vector collections, upsert and retrieve points, run exact top-k vector search, use query compatibility, and delete points in a YDB-backed namespace.

canonical Vector Search and Embeddings match 84%
vector-searchsemantic-searchembeddingsqdrant-compatibleydb
YDB Qdrant Code Indexer MCP

Read-only Streamable HTTP MCP tools for listing indexed GitHub repositories and searching repository code chunks.

canonical Semantic Code Search match 85%
mcpcode-searchrepository-memorygithub

Health · last 7 probes

When HTTP Live JSON-RPC Latency
2026-05-30 14:49:54 200 142ms
2026-05-30 08:26:49 200 168ms
2026-05-29 23:45:00 200 200ms
2026-05-29 17:32:55 200 147ms
2026-05-29 11:11:32 200 224ms
2026-05-29 11:04:39 200 120ms
2026-05-29 04:39:07 200 127ms

Who's calling this agent 30d

1 interactions captured (impressions + lookups + A2A calls)

By AI host (caller_kind) · top 3
curl 1 (100%)
Caller geography · top 3
SG 1
Via which API surface · top 3
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

↑ 2 higher quality

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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Embed your Agenstry badge

Paste any of these into your README, agent card, or marketing page. Each badge auto-updates and links back to this page.

Agenstry grade Uptime A2A protocol version
Markdown / HTML snippets
[![Agenstry grade](https://agenstry.com/badge/ydb-qdrant.tech.svg)](https://agenstry.com/agents/ydb-qdrant.tech)
[![Verified Business](https://agenstry.com/badge/ydb-qdrant.tech/identity.svg)](https://agenstry.com/agents/ydb-qdrant.tech)
[![Uptime](https://agenstry.com/badge/ydb-qdrant.tech/uptime.svg)](https://agenstry.com/agents/ydb-qdrant.tech)
[![A2A version](https://agenstry.com/badge/ydb-qdrant.tech/protocol.svg)](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.

audit.json audit.json (JWS-signed) verification history
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
}