{
  "slug": "io-github-sfrangulov-minirag-mcp",
  "name": "io.github.sfrangulov/minirag-mcp",
  "title": "minirag-mcp",
  "description": "Local-first RAG MCP server: hybrid search over a folder of your own documents",
  "version": "1.0.0",
  "publishedAt": "2026-10-22T17:14:05.87471Z",
  "updatedAt": "2026-10-22T17:14:05.87471Z",
  "repoUrl": "https://github.com/sfrangulov/minirag-mcp",
  "websiteUrl": "https://github.com/sfrangulov/minirag-mcp#readme",
  "namespace": {
    "type": "github",
    "owner": "sfrangulov"
  },
  "kind": "local",
  "packages": [
    {
      "registryType": "pypi",
      "identifier": "minirag-mcp",
      "version": "1.0.0",
      "transport": "stdio",
      "runtimeHint": "uvx"
    }
  ],
  "remotes": [],
  "envVars": [
    {
      "name": "BASE_DIR",
      "isSecret": false,
      "isRequired": false,
      "description": "One document root; also the security boundary for file access. Defaults to the process working directory. Ignored when BASE_DIRS is set."
    },
    {
      "name": "BASE_DIRS",
      "isSecret": false,
      "isRequired": false,
      "description": "JSON array of document roots, e.g. [\"/docs/a\", \"/docs/b\"]. Takes precedence over BASE_DIR. An invalid value is a hard configuration error."
    },
    {
      "name": "DB_PATH",
      "isSecret": false,
      "isRequired": false,
      "description": "LanceDB index directory. Defaults to <first root>/.minirag/lancedb, so each corpus gets its own index."
    },
    {
      "name": "CACHE_DIR",
      "isSecret": false,
      "isRequired": false,
      "description": "Embedding model cache. Defaults to the platform user cache dir, so the ~220 MB model is downloaded once and shared."
    },
    {
      "name": "MODEL_NAME",
      "isSecret": false,
      "isRequired": false,
      "description": "fastembed model id. Changing it makes existing vectors incompatible with new queries; pair with a new DB_PATH or a full re-ingest."
    },
    {
      "name": "MAX_FILE_SIZE",
      "isSecret": false,
      "isRequired": false,
      "description": "Per-file size limit in bytes, enforced before parsing."
    },
    {
      "name": "CHUNK_TOKEN_BUDGET",
      "isSecret": false,
      "isRequired": false,
      "description": "Retrieval-unit size in the embedding model's own tokens. Range 16-128; the ceiling is the model's trained sequence length."
    },
    {
      "name": "RAG_HYBRID_WEIGHT",
      "isSecret": false,
      "isRequired": false,
      "description": "Keyword weight in the weighted RRF fusion, range 0.0-1.0. 0 is vector-only; higher values raise the BM25 contribution."
    },
    {
      "name": "RAG_GROUPING",
      "isSecret": false,
      "isRequired": false,
      "description": "Result grouping filter. 'similar' keeps only the closest group; 'related' also keeps the next one. Unset means no grouping filter."
    },
    {
      "name": "RAG_MAX_DISTANCE",
      "isSecret": false,
      "isRequired": false,
      "description": "Drop results whose vector distance exceeds this value. Lower is stricter. Unset means no distance filter."
    },
    {
      "name": "RAG_MAX_FILES",
      "isSecret": false,
      "isRequired": false,
      "description": "Keep chunks from at most this many best-scoring files. Unset means no per-file filter."
    },
    {
      "name": "RAG_INSTRUCTIONS_APPEND",
      "isSecret": false,
      "isRequired": false,
      "description": "Extra paragraph appended to the instructions the server hands the client at connect time, for corpus-specific guidance."
    },
    {
      "name": "ALLOW_PRIVATE_URLS",
      "isSecret": false,
      "isRequired": false,
      "description": "Let ingest_url fetch hosts resolving to loopback, link-local, private, reserved or unspecified addresses. Off by default."
    }
  ],
  "category": "files-docs",
  "subcategory": "local",
  "company": "",
  "categoryAuto": true,
  "checks": [
    {
      "id": "source-linked",
      "label": "Source repository linked",
      "result": "pass",
      "detail": "https://github.com/sfrangulov/minirag-mcp"
    },
    {
      "id": "version-pinned",
      "label": "Version pinned",
      "result": "pass",
      "detail": "Every package has an explicit version"
    },
    {
      "id": "secrets-requested",
      "label": "Secrets requested",
      "result": "info",
      "detail": "Asks for no secrets"
    },
    {
      "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 GitHub account sfrangulov"
    },
    {
      "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": "minirag-mcp 1.0.0 has no setup.py; nothing runs at install"
    },
    {
      "id": "code-flags",
      "label": "Code red flags",
      "result": "warn",
      "detail": "Reads SSH or cloud credentials (minirag_mcp-1.0.0/src/minirag_mcp/ingest/scanner.py:134: \"/.ssh/id_\")"
    },
    {
      "id": "ai-text",
      "label": "Text aimed at the AI",
      "result": "pass",
      "detail": "No hidden characters or instructions to the AI in 107 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    \"minirag-mcp\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"minirag-mcp==1.0.0\"\n      ]\n    }\n  }\n}"
    }
  ],
  "curated": true,
  "stars": 59,
  "archived": false,
  "pushedAt": "2026-10-23T23:57:44Z",
  "health": {
    "score": 55,
    "parts": {
      "popularity": 0.4085472933427001,
      "activity": 0.6,
      "issues": null,
      "security": 0.8
    },
    "fail": 0,
    "warn": 1,
    "raw": {
      "stars": 59,
      "forks": 2,
      "downloads": 137,
      "hn": {
        "n": 0,
        "pts": 0,
        "t": []
      },
      "issuesOpen": 0,
      "issuesClosed": 1,
      "prsMerged": 27,
      "commits90": 0,
      "release": "2026-10-22T17:12:10Z",
      "pushed": "2026-10-23T23:57:44Z",
      "growth": null,
      "growthDays": null,
      "archived": false
    },
    "at": "2026-10-31T07:35:52.424Z"
  }
}