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MCP server · Documentation

Tuneforge

by · github.com/JustVugg/tuneforge

An MCP server for dataset generation, fine-tuning, RL, and evaluation of LLMs — directly from your coding agent.

Unclaimed last commit 6 months ago claudedataset-generationevaluationfine-tuninghuggingfacellmloramcpmodel-context-protocolollamaopenaireinforcement-learningrlhftuneforge
InstallView source
39Low

Scored a month ago · breakdown

About Tuneforge

Tuneforge is an MCP server published by JustVugg in the Documentation category: an MCP server for dataset generation, fine-tuning, RL, and evaluation of LLMs — directly from your coding agent.

The repository has 16 stars and 2 forks, with the last commit 6 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/JustVugg/tuneforge

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (12)

cancel_jobCooperatively cancel a running job

Parameters not published.

estimate_vramPre-flight VRAM check for a base model + LoRA config

Parameters not published.

evaluate_modelGrade a base-model (optionally + adapter) on a JSON eval set

Parameters not published.

generate_datasetSynthetic instruction dataset from a description (+ optional source)

Parameters not published.

get_job_statusPoll a single job

Parameters not published.

healthWorkspace + Ollama reachability + config snapshot

Parameters not published.

list_jobsList recent jobs by kind / status

Parameters not published.

list_ollama_modelsEnumerate locally available Ollama models

Parameters not published.

merge_adapterMerge a LoRA adapter into the base weights

Parameters not published.

train_rlREINFORCE-style update on top of an SFT adapter, using an LLM judge

Parameters not published.

train_sftLoRA SFT on a Hugging Face base model

Parameters not published.

wait_for_jobBlock until a job reaches a terminal state (or timeout)

Parameters not published.

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Questions

About Tuneforge

How do I install Tuneforge?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Tuneforge safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Tuneforge still maintained?

The last commit was 6 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.