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PyEuropePMC MCP Server

local only

PyEuropePMC runs on your own machine — the client starts it, so there is no endpoint to ping. 2 362 installs a week from pypi. Last commit 7 Nov 2026.

Europe PMC search, search analytics, full text, enrichment, PICO, MeSH, data links, export, auth

Installs per day peak 1 722 · avg 352 · -13% w/w
a month agotoday
2 362
Installs / week
pypi · pyeuropepmc
8
Stars
29 open issues
7 Nov 2026
Last commit
from GitHub
MIT
License
Python

What the code does

We read the source, 20 h 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 pyeuropepmc -- uvx pyeuropepmc
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "pyeuropepmc": {
      "command": "uvx",
      "args": [
        "pyeuropepmc"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.pyeuropepmc]
command = "uvx"
args = ["pyeuropepmc"]
.cursor/mcp.json
{
  "mcpServers": {
    "pyeuropepmc": {
      "command": "uvx",
      "args": [
        "pyeuropepmc"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "pyeuropepmc": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "pyeuropepmc"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: PYEUROPEPMC_MCP_LOG_LEVEL (Log level, written to stderr: DEBUG, INFO, WARNING or ERROR), SEMANTIC_SCHOLAR_API_KEY (Optional. Raises the Semantic Scholar rate limit used by citation_snowball, the semantic_scholar source of unified_search and the DOI route of download_papers_pdf; without it requests are throttled and may get HTTP 429), OPENAI_API_KEY (Optional. Enables the LLM-powered tools (analyze_citations, literature_review, paper_screening, ...) with any OpenAI-compatible API. Needs the agentic extra), OPENAI_BASE_URL (Optional. Base URL of an OpenAI-compatible API for the LLM tools), OPENAI_MODEL (Optional. Model for the LLM tools), UNPAYWALL_EMAIL (Optional. Your contact e-mail address, sent with each Unpaywall request (their terms ask for one). Used by the find_open_access and download_papers_pdf tools (without it download_papers_pdf skips the Unpaywall source); there is no default), PYEUROPEPMC_MCP_DOWNLOAD_DIR (Optional. Folder where the download_papers_pdf tool saves PDFs on the machine running the server. Default: ~/Downloads/pyeuropepmc).

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PyEuropePMC — questions

Answers built from our own checks of this server.

Why is there no uptime for PyEuropePMC?
PyEuropePMC 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 pyeuropepmc was installed 2 362 times last week.
How do I connect PyEuropePMC?
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 pyeuropepmc straight from pypi; nothing to host, nothing to sign up for.
How many people use PyEuropePMC?
The pypi package pyeuropepmc was installed 2 362 times in the last week. Week over week that is -13%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is PyEuropePMC open source?
Yes — it is published under the MIT licence, written in Python, 8 stars on GitHub and 29 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.