# conductor

> Use this tool when you need to process and refine text data with reliability and accuracy, leveraging verified commands and fallback mechanisms to ensure consistent output. It solves problems related to text extraction, redaction, and normalization, providing a robust interface for inputting text and outputting refined data. Ideal for applications requiring deterministic text processing, Conductor streamlines workflows with its retryable commands and mandatory verifiers.

Canonical page: https://skillsregistry.net/skills/fainir-conductor  
JSON: https://api.skillsregistry.net/v1/skills/fainir-conductor

## Description

A deterministic MCP server that wraps Claude Code with verified, retryable commands. It provides tools for text processing like extraction, redaction, and normalization, with mandatory verifiers and fallback to raw Claude.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sa9cvrc9r1)
- **Repository:** <https://github.com/fainir/conductor>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "fainir-conductor"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/fainir-conductor` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/fainir-conductor/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt