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Sprout MCP

mepsopti/sprout-mcp

Routes your LLM tasks through a three-tier content pipeline to cut costs. Start drafts with Haiku at $5/M tokens, fact-check with Sonnet at $15/M, and deep-verify with Opus at $75/M only when needed. Exposes 13 tools including submit_chunk for storing content with provenance tracking, get_review_queue to see what needs escalation, and mark_reviewed to promote work between tiers. Ships with routing rules for common tasks like summarization, code review, and theological analysis, but you can override via JSON config. Tracks token spend per model and stores everything in SQLite. Reach for this when you're burning through Opus tokens on work that cheaper models could handle for first passes.

tools: 13
transport: STDIO
last updated: Feb 25, 2026

Tools

13 tools

Public tool metadata for what this MCP can expose to an agent.

submit_chunkStore content with provenance (model, task type, sources)

Store content with provenance (model, task type, sources)

No parameter schema in public metadata yet.

get_review_queueList chunks needing review, filtered by confidence/project

List chunks needing review, filtered by confidence/project

No parameter schema in public metadata yet.

mark_reviewedPromote (seed→watered→sprouted) or reject chunks

Promote (seed→watered→sprouted) or reject chunks

No parameter schema in public metadata yet.

recommend_modelGet model recommendation for a task type

Get model recommendation for a task type

No parameter schema in public metadata yet.

get_statsDashboard of chunk counts, confidence levels, token usage

Dashboard of chunk counts, confidence levels, token usage

No parameter schema in public metadata yet.

export_chunksExport verified chunks as JSON

Export verified chunks as JSON

No parameter schema in public metadata yet.

opus_testGenerate structured review summary for batch verification

Generate structured review summary for batch verification

No parameter schema in public metadata yet.

schedule_taskSchedule tasks to run at a specific time or delay

Schedule tasks to run at a specific time or delay

No parameter schema in public metadata yet.

list_scheduledView pending scheduled tasks

View pending scheduled tasks

No parameter schema in public metadata yet.

cancel_scheduledCancel a pending scheduled task

Cancel a pending scheduled task

No parameter schema in public metadata yet.

configure_routingAdd/update routing rules at runtime

Add/update routing rules at runtime

No parameter schema in public metadata yet.

get_cost_reportEstimated spend per model with real pricing

Estimated spend per model with real pricing

No parameter schema in public metadata yet.

retry_on_errorTrack failed attempts with backoff guidance

Track failed attempts with backoff guidance

No parameter schema in public metadata yet.

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Readme

Sprout MCP

Drop your Opus bill 80%. Model-tiered content pipeline for MCP — cheap models seed work, expensive models verify it.

Sprout routes tasks to the right model tier automatically. Haiku drafts, Sonnet fact-checks, Opus verifies. Every chunk tracks provenance, confidence, and cost.

Install

uvx sprout-mcp

Or add to Claude Code's MCP config (~/.claude/settings.json):

{
  "mcpServers": {
    "sprout": {
      "command": "uvx",
      "args": ["sprout-mcp"]
    }
  }
}

How It Works

  Haiku (seed)  →  Sonnet (watered)  →  Opus (sprouted)
    Draft            Fact-check           Verify
    $0.005/M         $0.015/M             $0.075/M

Seed — Haiku drafts content cheaply (summarization, extraction, first passes)
Water — Sonnet reviews and fact-checks the seeds
Sprout — Opus deep-verifies only what passed Sonnet's review

Instead of running everything through Opus at $75/M output tokens, most work stays at Haiku's $5/M. Only the final verification — typically 10-20% of total work — touches Opus.

Tools (13)

View the full README on GitHub

Details

Repository: github.com/mepsopti/sprout-mcp
Categories: Sales & Marketing, Automation & Workflows
Package: sprout-mcp
Transport: STDIO
Registry: MCP registry, active

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