# cityflo-otp

> cityflo-otp — c0derator-cityflo-otp-mcp. Use this tool when you need to analyze and optimize Mumbai route performance, as it provides auditable lateness metrics, route rankings, and trip-level insights from a reloadable CSV dataset, helping to identify areas of improvement and inform data-driven decisions. It solves problems related to route optimization, performance monitoring, and data analysis. The tool accepts a CSV dataset as input and outputs detailed metrics and summaries.

Canonical page: https://skillsregistry.net/skills/c0derator-cityflo-otp-mcp  
JSON: https://api.skillsregistry.net/v1/skills/c0derator-cityflo-otp-mcp

## Description

Provides auditable Mumbai route lateness metrics, including route ranking, performance summaries, and trip-level evidence, derived from a reloadable CSV dataset.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** monitoring
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/z8wsyo2le6)
- **Repository:** <https://github.com/C0deRatoR/cityflo-otp-mcp>

## 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": "c0derator-cityflo-otp-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/c0derator-cityflo-otp-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/c0derator-cityflo-otp-mcp/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