mcpbeat Sign in

Scholar MCP Server

local only

Scholar MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 201 installs a week from pypi. Last commit 29 Oct 2026.

Federated academic search, citation traversal, persistent PDF download, and temporary reading.

Installs per day peak 317 · avg 53 · -25% w/w
a month agotoday
201
Installs / week
pypi · scholar-mcp
6
Stars
1 open issue
29 Oct 2026
Last commit
from GitHub
Apache-2.0
License
Python

What the code does

We read the source, 4 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add scholar-mcp -- uvx scholar-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "scholar-mcp": {
      "command": "uvx",
      "args": [
        "scholar-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.scholar-mcp]
command = "uvx"
args = ["scholar-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "scholar-mcp": {
      "command": "uvx",
      "args": [
        "scholar-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "scholar-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "scholar-mcp"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: SCHOLAR_DATA_DIR, SCHOLAR_MCP_EXTENSIONS, S2_API_KEY, OPENALEX_API_KEY, CORE_API_KEY, SCOPUS_API_KEY, DASHSCOPE_API_KEY, DASHSCOPE_HTTP_BASE_URL (Alibaba workspace API host or /api/v1 base URL), SCHOLAR_RERANK_MODEL (Alibaba or custom reranker model name), SCHOLAR_RERANK_URL (Full custom rerank endpoint; overrides Alibaba routing), SCHOLAR_RERANK_API_KEY, EXA_API_KEY, ZOTERO_API_KEY, ZOTERO_LIBRARY_ID, NOTION_API_KEY, NOTION_DATA_SOURCE_ID.

Alternatives to Scholar MCP

same job, measured the same way
OmniScholar
by luffysolution-svg

Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.

106 installs/wk local only
DotNetSearch
by puneethdc99

Token-efficient MCP server for codebase search, NuGet decompilation, and deep PDF reading.

local only
Scholar RAG MCP
by notwhiteblank

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

124 installs/wk local only
iCloud Drive Docs
by js713-lab

Read-only MCP server for listing, searching, downloading, and reading iCloud Drive documents.

local only
PaperSprocket
by inde-x

EU-hosted HTML-to-PDF rendering for agents and MCP clients. Temporary document processing.

30 installs/wk local only
Ferc Elibrary
by pipeworx-io

FERC eLibrary MCP — the Federal Energy Regulatory Commission's public docket and document search…

462 installs/wk 47 tools answering
Scholar
by mlintangmz2765

Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.

72 installs/wk local only
Scholar MCP
by pvliesdonk

FastMCP server for scholarly papers, patents, books and standards with docling PDF conversion

306 installs/wk local only

Scholar MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Scholar MCP?
Scholar MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package scholar-mcp was installed 201 times last week.
How do I connect Scholar MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls scholar-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Scholar MCP?
The pypi package scholar-mcp was installed 201 times in the last week. Week over week that is -25%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Scholar MCP open source?
Yes — it is published under the Apache-2.0 licence, written in Python, 6 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.