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TrainTools

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

Connector by AparajeetS · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/aparajeets-traintools

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
3 read · 0 write · 0 delete · 1 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 4

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

  • explain_training_diagnostic
  • list_training_diagnostics
  • recommend_training_diagnostics

Not yet classified 1 · We could not tell from the name and description.

  • generate_training_integration

Tools (4)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • explain_training_diagnostic

    Explain one diagnostic, including when not to trust it.

  • generate_training_integration

    Generate a minimal PyTorch or Hugging Face integration snippet.

  • list_training_diagnostics

    List TrainTools capabilities, requirements, and limitations.

  • recommend_training_diagnostics

    Recommend diagnostics for a concrete ML training symptom.

Signals

Stars
0
Forks
0
Open issues
1
Weekly downloads
24
Last commit
Jul 22, 2026 (3 months ago)
Last release
Jul 16, 2026 (3 months ago)
Last package publish
Jul 16, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.AparajeetS/traintools
Version
0.6.2
Auth
No auth
Packages
pypi traintools
License
MIT
Repository
github.com/AparajeetS/Traintools
Website
github.com/AparajeetS/Traintools
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

TrainTools MCP server. Agent Mart. https://agentmart.dev/connectors/aparajeets-traintools (last updated 2026-10-25)