SynqTune MCP

SynqTune is an MCP server that enables coding agents to fine-tune small open language models on user-provided data within the user's own AWS account. It automates the process of cleaning data, training models using LoRA, and generating comparison reports against existing LLM APIs to evaluate accuracy, latency, and cost before switching.

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Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Vendor evidenceLocal stdioSource reviewed; not executedOperated by SynqTune

You need:Runs in the customer's AWS account through one IAM role with an External IDWorks with coding agents through an MCP server (`uvx synqtune-mcp`) using read-only or launch-capable API tokens

Vendor documentation

What you can do with it

Fine-tune small open models on labeled data
Benchmark fine-tuned models against current LLM APIs
Generate accuracy and cost comparison reports
Manage AWS resources for model training

Source and maintenance

Vendor evidenceRegistry 0.1.5

mcp-registry: com.synqtune/mcp@0.1.5

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

synqtune-mcp 0.1.5

pypi

synqtune-mcp package definition

{
  "version": "0.1.5",
  "transport": "stdio",
  "identifier": "synqtune-mcp",
  "registryType": "pypi",
  "environmentVariables": [
    {
      "name": "SYNQTUNE_API_TOKEN",
      "isRequired": true,
      "description": "Token from Agent access in SynqTune. Read-only unless created with Can launch runs."
    },
    {
      "name": "SYNQTUNE_URL",
      "description": "SynqTune address. Defaults to https://synqtune.com."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "synqtune-mcp": {
      "command": "uvx",
      "args": [
        "synqtune-mcp==0.1.5"
      ],
      "env": {
        "SYNQTUNE_API_TOKEN": "<YOUR_SYNQTUNE_API_TOKEN>",
        "SYNQTUNE_URL": "<YOUR_SYNQTUNE_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "synqtune-mcp": {
      "command": "uvx",
      "args": [
        "synqtune-mcp==0.1.5"
      ],
      "env": {
        "SYNQTUNE_API_TOKEN": "<YOUR_SYNQTUNE_API_TOKEN>",
        "SYNQTUNE_URL": "<YOUR_SYNQTUNE_URL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "synqtune-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "synqtune-mcp==0.1.5"
      ],
      "env": {
        "SYNQTUNE_API_TOKEN": "<YOUR_SYNQTUNE_API_TOKEN>",
        "SYNQTUNE_URL": "<YOUR_SYNQTUNE_URL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "synqtune-mcp": {
      "command": "uvx",
      "args": [
        "synqtune-mcp==0.1.5"
      ],
      "env": {
        "SYNQTUNE_API_TOKEN": "<YOUR_SYNQTUNE_API_TOKEN>",
        "SYNQTUNE_URL": "<YOUR_SYNQTUNE_URL>"
      }
    }
  }
}

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