Decompose MCP Server

Deterministic text classification for AI agents. Decompose turns any text into classified, structured semantic units — instantly. No LLM. No setup.

Local serverstdioPython

What is the Decompose MCP Server?

Deterministic text classification for AI agents. Decompose turns any text into classified, structured semantic units — instantly. No LLM. No setup. One function

What it actually does

  • Fast — <500ms for a 50-page spec
  • Deterministic — Same input always produces same output
  • Offline — Works air-gapped, on a plane, on CI
  • Composable — Your agent's LLM reasons over the structured output — decompose handles the preprocessing

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
authoritymandatory, prohibitive, directive, permissive, conditional, informational
risksafety_critical, security, compliance, financial, contractual, advisory, informational
typerequirement, definition, reference, constraint, narrative, data
irreducibletrue/false
attention0.0 - 10.0
entitiesstandards, codes, regulations
actionabletrue/false

How to install the Decompose MCP Server

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

From the project documentation. Replace placeholders and example paths before connecting.

Example prompts to try

  • “Use Decompose to Fast.”
  • “Use Decompose to Deterministic.”
  • “Use Decompose to Offline.”

Frequently asked questions

Deterministic text classification for AI agents. Decompose turns any text into classified, structured semantic units — instantly. No LLM. No setup. One function Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.