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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "images": {
      "type": "http",
      "url": "https://lightdrift.ai/mcp"
    }
  }
}

claude mcp add --transport http images https://lightdrift.ai/mcp

[mcp_servers.images]
url = "https://lightdrift.ai/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "images": {
      "type": "remote",
      "url": "https://lightdrift.ai/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "images": {
      "type": "http",
      "url": "https://lightdrift.ai/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=images&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbGlnaHRkcmlmdC5haS9tY3AifQ%3D%3D"
}

{
  "servers": {
    "images": {
      "type": "http",
      "url": "https://lightdrift.ai/mcp"
    }
  }
}

{
  "mcpServers": {
    "images": {
      "httpUrl": "https://lightdrift.ai/mcp"
    }
  }
}

extensions:
  "images":
    enabled: true
    name: "images"
    type: streamable_http
    uri: "https://lightdrift.ai/mcp"
    timeout: 300

Quality 100 / 100good

protocoln/a · weight 25

n/a
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)

authorization100 · weight 15

pass
auth.prmProtected Resource Metadata (RFC 9728) published
pass
auth.as_metadataauthorization server metadata reachable
pass
auth.cimdClient ID Metadata Documents supported
n/a
auth.secret_in_urlno templated URL

tool hygienen/a · weight 30

n/a
tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool list unknown

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

Tool list unknown · checked 2026-10-20 06:49 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 53 / 100

no-repositoryunreachable

provenance55

liveness0

freshness100

hygiene80

+dns-namespace +website -unreachable(8 failures) +updated-22d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://lightdrift.ai/mcp` streamable-http	oauth2 AS: https://clerk.lightdrift.ai	no (8 failures)	83%	256 ms	–	2026-10-01

Tools (0)

No tools observed. Tools appear once a credential-free probe can list them.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "ai.lightdrift/images",
  "_meta": {
    "io.modelcontextprotocol.registry/publisher-provided": {
      "tools": [
        "search_images",
        "find_similar_images",
        "get_image"
      ],
      "inputs": [
        "natural-language text",
        "image_base64 upload",
        "public HTTPS image_url",
        "image plus text",
        "indexed asset ID for similarity"
      ],
      "pricing": "Monthly plans with credits: 1 credit per 10 results, minimum 1 per search. Free plan: 500 credits every month, text search only. Paid plans from USD 29/month add search by image, image plus text and find-similar. Metadata retrieval free. https://lightdrift.ai/pricing",
      "documentation": "https://docs.lightdrift.ai/guides/images-mcp",
      "authentication": [
        "OAuth",
        "API key"
      ],
      "searchArchitecture": "Joint image-and-caption embeddings, hybrid retrieval, caption text reranking"
    }
  },
  "icons": [
    {
      "src": "https://lightdrift.ai/mark.png",
      "mimeType": "image/png"
    }
  ],
  "title": "Lightdrift Images MCP",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://lightdrift.ai/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.3.1",
  "websiteUrl": "https://lightdrift.ai",
  "description": "Image search for AI agents: 1.85M openly licensed images with source, license and attribution."
}