Model-tiered content pipeline — cheap models seed, expensive models verify
Model-tiered content pipeline — cheap models seed, expensive models verify
Sprout routes tasks to the right model tier automatically. Haiku drafts, Sonnet fact-checks, Opus verifies. Every chunk tracks provenance, confidence, and cost.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| submit_chunk | Store content with provenance (model, task type, sources) |
| get_review_queue | List chunks needing review, filtered by confidence/project |
| mark_reviewed | Promote (seed→watered→sprouted) or reject chunks |
| recommend_model | Get model recommendation for a task type |
| get_stats | Dashboard of chunk counts, confidence levels, token usage |
| export_chunks | Export verified chunks as JSON |
| opus_test | Generate structured review summary for batch verification |
| schedule_task | Schedule tasks to run at a specific time or delay |
| list_scheduled | View pending scheduled tasks |
| cancel_scheduled | Cancel a pending scheduled task |
| configure_routing | Add/update routing rules at runtime |
| get_cost_report | Estimated spend per model with real pricing |
| retry_on_error | Track failed attempts with backoff guidance |
{
"mcpServers": {
"sprout": {
"command": "uvx",
"args": ["sprout-mcp"],
"env": {
"SPROUT_DB_PATH": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| SPROUT_DB_PATH | Filesystem location the server is allowed to use. | Optional |
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