# Last9 Observability MCP

> Use this tool when you need to streamline code debugging and auto-fixing by integrating real-time production data, including logs, metrics, and traces, into your local environment. It solves problems related to lengthy debugging processes and limited production visibility, enabling faster issue resolution. Ideal for developers working on complex applications, it accepts production data as input and provides actionable insights for rapid code correction.

Canonical page: https://skillsregistry.net/skills/last9-last9-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/last9-last9-mcp-server

## Description

Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.

## Trust

- **Trust score (0–1):** 0.47
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** monitoring
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/l5fdbs0kay)
- **Repository:** <https://github.com/last9/last9-mcp-server>

## 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": "last9-last9-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/last9-last9-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/last9-last9-mcp-server/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