{
  "slug": "io-github-notwhiteblank-scholar-rag-mcp",
  "name": "io.github.notwhiteblank/scholar-rag-mcp",
  "title": "Scholar RAG MCP",
  "description": "Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.",
  "version": "0.4.0",
  "publishedAt": "2026-09-04T01:53:07.362043Z",
  "updatedAt": "2026-09-04T01:53:07.362043Z",
  "repoUrl": "https://github.com/notwhiteblank/scholar-rag-mcp",
  "websiteUrl": null,
  "namespace": {
    "type": "github",
    "owner": "notwhiteblank"
  },
  "kind": "local",
  "packages": [
    {
      "registryType": "pypi",
      "identifier": "scholar-rag-mcp",
      "version": "0.4.0",
      "transport": "stdio",
      "runtimeHint": null
    }
  ],
  "remotes": [],
  "envVars": [
    {
      "name": "SCHOLAR_RAG_DATA_DIR",
      "isSecret": false,
      "isRequired": false,
      "description": "Data root directory (knowledge bases, caches, jobs)"
    },
    {
      "name": "SCHOLAR_RAG_CHAT_BASE_URL",
      "isSecret": false,
      "isRequired": true,
      "description": "OpenAI-compatible chat endpoint for annotation/keywords (e.g. local vLLM)"
    },
    {
      "name": "SCHOLAR_RAG_EMBED_BASE_URL",
      "isSecret": false,
      "isRequired": true,
      "description": "OpenAI-compatible embeddings endpoint"
    },
    {
      "name": "SCHOLAR_RAG_RERANK_BASE_URL",
      "isSecret": false,
      "isRequired": true,
      "description": "Rerank endpoint (/v1/rerank)"
    }
  ],
  "category": "files-docs",
  "subcategory": "office",
  "company": "",
  "categoryAuto": true,
  "checks": [
    {
      "id": "source-linked",
      "label": "Source repository linked",
      "result": "pass",
      "detail": "https://github.com/notwhiteblank/scholar-rag-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 notwhiteblank"
    },
    {
      "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": "warn",
      "detail": "setup.py uses network or process calls (a wheel exists, so pip normally skips it)"
    },
    {
      "id": "code-flags",
      "label": "Code red flags",
      "result": "warn",
      "detail": "Downloads and runs a script (scholar_rag_mcp-0.4.0/src/scholar_rag/cli/setup.py:324: \"curl -LsSf https://astral.sh/uv/install.sh | sh\")"
    },
    {
      "id": "ai-text",
      "label": "Text aimed at the AI",
      "result": "pass",
      "detail": "No hidden characters or instructions to the AI in 136 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    \"scholar-rag-mcp\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"scholar-rag-mcp==0.4.0\"\n      ],\n      \"env\": {\n        \"SCHOLAR_RAG_CHAT_BASE_URL\": \"<your value>\",\n        \"SCHOLAR_RAG_EMBED_BASE_URL\": \"<your value>\",\n        \"SCHOLAR_RAG_RERANK_BASE_URL\": \"<your value>\"\n      }\n    }\n  }\n}"
    }
  ],
  "curated": true,
  "stars": 5,
  "archived": false,
  "pushedAt": "2026-09-04T01:52:56Z",
  "health": {
    "score": 51,
    "parts": {
      "popularity": 0.2425803736923585,
      "activity": 0.8699251903744156,
      "issues": null,
      "security": 0.6
    },
    "fail": 0,
    "warn": 2,
    "raw": {
      "stars": 5,
      "forks": 0,
      "downloads": 40,
      "hn": null,
      "issuesOpen": 0,
      "issuesClosed": 0,
      "prsMerged": 0,
      "commits90": 54,
      "release": null,
      "pushed": "2026-09-04T01:52:56Z",
      "growth": null,
      "growthDays": null,
      "archived": false
    },
    "at": "2026-10-31T07:42:38.200Z"
  }
}