Who maintains Scholar RAG MCP?

Scholar RAG MCP is maintained by notwhiteblank, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.

Is Scholar RAG MCP listed on the Official MCP Registry?

Yes — Scholar RAG MCP is listed on the Official MCP Registry.

How many versions does Scholar RAG MCP have?

MCP Toplist tracks 2 versions of Scholar RAG MCP, most recently published on Aug 31, 2026.

Where can I find the source code for Scholar RAG MCP?

The source code for Scholar RAG MCP is hosted at github.com/notwhiteblank/scholar-rag-mcp.

SERVER

Scholar RAG MCP

Rank #6,031

io.github.notwhiteblank/scholar-rag-mcp

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

2 versions

4 GitHub stars

by notwhiteblank (1 servers)View repository ↗

First listed

Aug 27, 2026

Last publish date

Aug 31, 2026

OVERVIEW

Scholar RAG MCP is a Model Context Protocol (MCP) server published by notwhiteblank. It ranks #6,031 of 115,591 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. Scholar RAG MCP is listed on Official MCP, with 2 tracked versions. It was first listed on Aug 27, 2026 and most recently updated on Aug 31, 2026.

STANDING

#6,031of 115,591 tracked serversTop 10%

Ranks ahead of 109,560 of 115,591 servers on MCP Toplist.

CONNECT

Use Scholar RAG MCP

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

Python package (PyPI)

claude mcp add scholar-rag-mcp -e "SCHOLAR_RAG_DATA_DIR=<your SCHOLAR_RAG_DATA_DIR>" -e "SCHOLAR_RAG_CHAT_BASE_URL=<your SCHOLAR_RAG_CHAT_BASE_URL>" -e "SCHOLAR_RAG_EMBED_BASE_URL=<your SCHOLAR_RAG_EMBED_BASE_URL>" -e "SCHOLAR_RAG_RERANK_BASE_URL=<your SCHOLAR_RAG_RERANK_BASE_URL>" -- uvx scholar-rag-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.scholar-rag-mcp]
command = "uvx"
args = ["scholar-rag-mcp"]

[mcp_servers.scholar-rag-mcp.env]
SCHOLAR_RAG_DATA_DIR = "<your SCHOLAR_RAG_DATA_DIR>"
SCHOLAR_RAG_CHAT_BASE_URL = "<your SCHOLAR_RAG_CHAT_BASE_URL>"
SCHOLAR_RAG_EMBED_BASE_URL = "<your SCHOLAR_RAG_EMBED_BASE_URL>"
SCHOLAR_RAG_RERANK_BASE_URL = "<your SCHOLAR_RAG_RERANK_BASE_URL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "scholar-rag-mcp": {
      "command": "uvx",
      "args": [
        "scholar-rag-mcp"
      ],
      "env": {
        "SCHOLAR_RAG_DATA_DIR": "<your SCHOLAR_RAG_DATA_DIR>",
        "SCHOLAR_RAG_CHAT_BASE_URL": "<your SCHOLAR_RAG_CHAT_BASE_URL>",
        "SCHOLAR_RAG_EMBED_BASE_URL": "<your SCHOLAR_RAG_EMBED_BASE_URL>",
        "SCHOLAR_RAG_RERANK_BASE_URL": "<your SCHOLAR_RAG_RERANK_BASE_URL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "scholar-rag-mcp": {
      "command": "uvx",
      "args": [
        "scholar-rag-mcp"
      ],
      "env": {
        "SCHOLAR_RAG_DATA_DIR": "<your SCHOLAR_RAG_DATA_DIR>",
        "SCHOLAR_RAG_CHAT_BASE_URL": "<your SCHOLAR_RAG_CHAT_BASE_URL>",
        "SCHOLAR_RAG_EMBED_BASE_URL": "<your SCHOLAR_RAG_EMBED_BASE_URL>",
        "SCHOLAR_RAG_RERANK_BASE_URL": "<your SCHOLAR_RAG_RERANK_BASE_URL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "scholar-rag-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "scholar-rag-mcp"
      ],
      "env": {
        "SCHOLAR_RAG_DATA_DIR": "<your SCHOLAR_RAG_DATA_DIR>",
        "SCHOLAR_RAG_CHAT_BASE_URL": "<your SCHOLAR_RAG_CHAT_BASE_URL>",
        "SCHOLAR_RAG_EMBED_BASE_URL": "<your SCHOLAR_RAG_EMBED_BASE_URL>",
        "SCHOLAR_RAG_RERANK_BASE_URL": "<your SCHOLAR_RAG_RERANK_BASE_URL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "scholar-rag-mcp": {
      "command": "uvx",
      "args": [
        "scholar-rag-mcp"
      ],
      "env": {
        "SCHOLAR_RAG_DATA_DIR": "<your SCHOLAR_RAG_DATA_DIR>",
        "SCHOLAR_RAG_CHAT_BASE_URL": "<your SCHOLAR_RAG_CHAT_BASE_URL>",
        "SCHOLAR_RAG_EMBED_BASE_URL": "<your SCHOLAR_RAG_EMBED_BASE_URL>",
        "SCHOLAR_RAG_RERANK_BASE_URL": "<your SCHOLAR_RAG_RERANK_BASE_URL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "scholar-rag-mcp": {
      "command": "uvx",
      "args": [
        "scholar-rag-mcp"
      ],
      "env": {
        "SCHOLAR_RAG_DATA_DIR": "<your SCHOLAR_RAG_DATA_DIR>",
        "SCHOLAR_RAG_CHAT_BASE_URL": "<your SCHOLAR_RAG_CHAT_BASE_URL>",
        "SCHOLAR_RAG_EMBED_BASE_URL": "<your SCHOLAR_RAG_EMBED_BASE_URL>",
        "SCHOLAR_RAG_RERANK_BASE_URL": "<your SCHOLAR_RAG_RERANK_BASE_URL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.notwhiteblank%2Fscholar-rag-mcp.svg)](https://mcptoplist.com/server/io.github.notwhiteblank%2Fscholar-rag-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.notwhiteblank%2Fscholar-rag-mcp"><img src="https://mcptoplist.com/badge/io.github.notwhiteblank%2Fscholar-rag-mcp.svg" alt="MCP Toplist: Top 10% of 115,591" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 1 registry

Official MCP

ORGANIZATION

notwhiteblank

Organization

notwhiteblank

Servers in org

Versions across org

VERSIONS

Available versions (2)

Version	Published
0.2.0	Aug 31, 2026
0.1.0	Aug 27, 2026

FAQ

Frequently asked questions

Who maintains Scholar RAG MCP?: Scholar RAG MCP is maintained by notwhiteblank, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Scholar RAG MCP listed on the Official MCP Registry?: Yes — Scholar RAG MCP is listed on the Official MCP Registry.
How many versions does Scholar RAG MCP have?: MCP Toplist tracks 2 versions of Scholar RAG MCP, most recently published on Aug 31, 2026.
Where can I find the source code for Scholar RAG MCP?: The source code for Scholar RAG MCP is hosted at github.com/notwhiteblank/scholar-rag-mcp.

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