JSONlify

io.github.irmasemmaPublished by GitHub account irmasemmav1.0.0Updated Oct 24, 2026

Validate and convert JSONL fine-tuning data across 11 AI providers. 13 tools.

VerifiedStreamable HTTPWeb executableData & AnalyticsAI & ML

Overview

AI-generated overview

Remote MCP server that lets an assistant validate and convert JSONL fine-tuning datasets across 11 AI providers.

What you can do
  • Validate JSONL fine-tuning data and check it against provider requirements
  • Convert fine-tuning datasets between the formats of 11 AI providers
  • The server exposes 13 tools in total, per its registry description
  • No tool-level documentation is published, so exact per-tool behavior is not described
When to use it
Useful when preparing or migrating fine-tuning datasets and you want an assistant to check JSONL files for format errors or reformat them for a different AI provider.
Requirements
A remote MCP endpoint at jsonlify.com over streamable HTTP; no packages, environment variables, headers or authentication are declared. Network access to the endpoint is required.
Before you install
Dataset content is sent to a third-party hosted service, so avoid uploading sensitive or proprietary training data without checking its handling. No authentication is declared, so access control and data retention are unclear. The 13 tools are not documented in the supplied material.

Installation

In SourceWeft

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

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.irmasemma%2Fjsonlify/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "jsonlify": {
      "type": "http",
      "url": "https://www.jsonlify.com/api/mcp"
    }
  }
}

README

This repository has no README.

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

60% 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 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 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.