{
  "slug": "ai-hashgrid-sdk",
  "name": "ai.hashgrid/sdk",
  "title": "Hashgrid DNA (local)",
  "description": "Search that learns from feedback, over text and images: embeds locally, sends DNA only vectors.",
  "version": "1.3.0",
  "publishedAt": "2026-10-24T09:33:41.0938Z",
  "updatedAt": "2026-10-24T09:33:41.0938Z",
  "repoUrl": "https://github.com/hashgrid-labs/sdk",
  "websiteUrl": "https://dna.hashgrid.ai",
  "namespace": {
    "type": "domain",
    "owner": "hashgrid.ai"
  },
  "kind": "local",
  "packages": [
    {
      "registryType": "pypi",
      "identifier": "hashgrid",
      "version": "1.3.0",
      "transport": "stdio",
      "runtimeHint": "uvx"
    }
  ],
  "remotes": [],
  "envVars": [
    {
      "name": "HASHGRID_API_KEY",
      "isSecret": true,
      "isRequired": false,
      "description": "Your DNA API key, hg-…. Leave it out and the create_grid tool makes a grid and saves its key in the local index."
    },
    {
      "name": "HASHGRID_EMBEDDER",
      "isSecret": false,
      "isRequired": false,
      "description": "The embedder, one per grid: fastembed:<model> (local; fastembed:Qdrant/clip-ViT-B-32 for images), openai:<model> or voyage:<model>."
    },
    {
      "name": "OPENAI_API_KEY",
      "isSecret": true,
      "isRequired": false,
      "description": "For an openai:<model> embedder."
    },
    {
      "name": "VOYAGE_API_KEY",
      "isSecret": true,
      "isRequired": false,
      "description": "For a voyage:<model> embedder."
    },
    {
      "name": "HASHGRID_INDEX",
      "isSecret": false,
      "isRequired": false,
      "description": "The local index: a sqlite file that maps DNA ids to your text."
    }
  ],
  "category": "ai-media",
  "subcategory": "image",
  "company": "",
  "categoryAuto": true,
  "checks": [
    {
      "id": "source-linked",
      "label": "Source repository linked",
      "result": "pass",
      "detail": "https://github.com/hashgrid-labs/sdk"
    },
    {
      "id": "version-pinned",
      "label": "Version pinned",
      "result": "pass",
      "detail": "Every package has an explicit version"
    },
    {
      "id": "secrets-requested",
      "label": "Secrets requested",
      "result": "warn",
      "detail": "Asks for 3 secrets: HASHGRID_API_KEY, OPENAI_API_KEY, VOYAGE_API_KEY"
    },
    {
      "id": "known-registry",
      "label": "Known package registry",
      "result": "pass",
      "detail": "All packages come from npm, PyPI, OCI, NuGet or MCPB"
    },
    {
      "id": "namespace",
      "label": "Namespace ownership",
      "result": "info",
      "detail": "Name verified via domain hashgrid.ai"
    },
    {
      "id": "meta-text",
      "label": "Registry text aimed at the AI",
      "result": "pass",
      "detail": "Description and settings contain no hidden characters or instructions to the AI"
    },
    {
      "id": "install-scripts",
      "label": "Install scripts",
      "result": "pass",
      "detail": "hashgrid 1.3.0 has no setup.py; nothing runs at install"
    },
    {
      "id": "code-flags",
      "label": "Code red flags",
      "result": "pass",
      "detail": "Read 23 files in hashgrid 1.3.0: no obfuscation, encoded execution, credential reads or data-collection endpoints found"
    },
    {
      "id": "ai-text",
      "label": "Text aimed at the AI",
      "result": "pass",
      "detail": "No hidden characters or instructions to the AI in 23 files, including comments and the README"
    }
  ],
  "scannedAt": "2026-10-29",
  "level": "Scanned",
  "install": [
    {
      "label": "Claude Desktop (pypi)",
      "kind": "claude_desktop_json",
      "text": "{\n  \"mcpServers\": {\n    \"sdk\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"hashgrid==1.3.0\"\n      ]\n    }\n  }\n}"
    }
  ],
  "curated": true,
  "stars": 4,
  "archived": false,
  "pushedAt": "2026-10-23T08:50:52Z",
  "health": {
    "score": 51,
    "parts": {
      "popularity": 0.31792683581613745,
      "activity": 0.6,
      "issues": null,
      "security": 0.8
    },
    "fail": 0,
    "warn": 1,
    "raw": {
      "stars": 4,
      "forks": 0,
      "downloads": 322,
      "hn": null,
      "issuesOpen": 1,
      "issuesClosed": 0,
      "prsMerged": 0,
      "commits90": 0,
      "release": null,
      "pushed": "2026-10-23T08:50:52Z",
      "growth": null,
      "growthDays": null,
      "archived": false
    },
    "at": "2026-10-31T07:35:52.424Z"
  }
}