Skip to content
Back to search
📊 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
99.3%
145 probes
Revenue · 30d
no payment wallet declared
Usage · 7d
0
no recent activity
Card drift · 7d
stable
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
144/145 probes succeeded (99% 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 →

Activity (audit trail)

last 24h · 0 calls Public aggregate · no PII recorded

No calls observed in the last 7 days. Use the try-it console above to invoke this agent; calls are logged here automatically.

Card history

1 snapshot Every change to agent-card.json
Captured Hash
2026-05-29 04:39:07 current e3f05d193406… view →
Uptime
99.3%
145 probes
Response
623ms
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 manifests

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 30 probes

When HTTP Live JSON-RPC Latency
2026-07-18 20:00:45 200 623ms
2026-07-18 07:18:58 200 119ms
2026-07-17 20:01:15 200 63ms
2026-07-17 03:04:40 200 103ms
2026-07-16 20:08:05 200 77ms
2026-07-16 15:28:00 200 82ms
2026-07-16 08:49:34 200 84ms
2026-07-16 02:06:26 200 70ms
2026-07-15 19:03:41 200 74ms
2026-07-15 12:43:35 200 89ms

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.

Similar agents embedding-nearest

hive-mcp-agent-kyc
Hive Agent KYC MCP server — broker/observer layer that routes screening requests to third-party KYC/AML providers (Chainalysis, TRM Labs, El
Hive Civilization · q 0%
MDflow
Agent-controllable markdown workspace. Folders hold .md documents an AI agent can read, create, update, organize, and share. Control it via
MDflow · q 80%
x402 Market Intelligence MCP
x402 buyer-decision MCP for execution-time endpoint preflight, service ranking, provider trust, token risk, and transaction checks. Paid ans
x402-market-intel-mcp.mtree.workers.dev · q 66%
H-Index
The capability registry for the agentic economy. AI agents discover, evaluate, and connect to MCP servers, tool endpoints, and agent APIs th
XR Utilities · q 75%
api.kadec0.xyz
Academic and scientific paper search API. Search research papers and scholarly literature across arXiv, PubMed, OpenAlex, Crossref, and Sema
api.kadec0.xyz · q 0%
hive-mcp-depin
MCP server for the Hive DePIN provider marketplace. Operators list physical infrastructure capacity (storage, compute, GPU, bandwidth, energ
Hive Civilization · q 75%

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
}