Govern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.
Govern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.
Tuning Engines uses specialized agents that control how your data is analyzed and converted into training data. Each agent produces a different kind of domain-specific fine-tuned model optimized for its use case. Current agents focus on code, with more coming for customer support, data extraction, security review, ops, and other domains.
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{
"mcpServers": {
"tuning-engines": {
"command": "npx",
"args": ["-y", "tuningengines-cli"],
"env": {
"TE_API_KEY": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| TE_API_KEY | Credential the server authenticates with. | Yes |
Give your coding agent the full DevTools toolbox: traces, network, console, heap snapshots and Lighthouse.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.
Errors with full context — stack traces, issue triage and AI-powered root-cause analysis from Sentry's server.
Connect Flutter applications with AI coding assistants via the Model Context Protocol.
Enables natural language interaction with Splunk Enterprise and Cloud for searching data and managing resources.