Mne Docs

io.github.weiyongxuPublished by GitHub account weiyongxuv1.0.49Updated Oct 24, 2026

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

VerifiedSTDIODesktop onlyKnowledge & MemoryDeveloper Tools

Overview

AI-generated overview

Local MCP server that gives an assistant access to MNE-Python documentation, source code, GitHub issues and forum content.

What you can do
  • Look up MNE-Python documentation and reference material
  • Search and read MNE-Python source code
  • Retrieve GitHub issues related to MNE-Python
  • Access forum discussions about MNE-Python
  • No tool list is published, so exact operations are not documented.
When to use it
Useful when working with MNE-Python for EEG/MEG analysis and you want the assistant to answer from its docs, code, issues and forum threads instead of guessing.
Requirements
Runs as a local stdio process installed from the npm package mne-docs-mcp. Requires a GitHub Personal Access Token in MNE_GITHUB_TOKEN. Optionally set MNE_PYTHON_PATH to a Python executable (use 'python' on Windows) and MNE_TRANSPORT to choose stdio or http. Network access is needed for GitHub and documentation lookups.
Before you install
It asks for a GitHub Personal Access Token (MNE_GITHUB_TOKEN); create a narrowly scoped token and keep it out of shared configs. Queries and lookups go to GitHub and documentation sources, so requests leave your machine. Desktop-only; no web execution.

Installation

In SourceWeft

  1. Open Mne Docs in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.0.49LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.