# MCP Launch Lens

> MCP Launch Lens — niraven-mcp-launch-lens. Use this tool when you need to assess and compare the launch readiness of MCP servers, solving problems of inconsistent launch quality and inefficient partner onboarding. It scores servers across key metrics, including trust, tool UX, and marketplace fit, and generates actionable partner briefs and launch path comparisons. By streamlining the launch evaluation process, the MCP Launch Lens helps optimize server launch strategies and improve overall partner experience.

Canonical page: https://skillsregistry.net/skills/niraven-mcp-launch-lens  
JSON: https://api.skillsregistry.net/v1/skills/niraven-mcp-launch-lens

## Description

Scores MCP servers for launch-readiness across trust, tool UX, docs, observability, marketplace fit, and partner narrative, and generates partner briefs and launch path comparisons.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** monitoring
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/j7e7e21oub)
- **Repository:** <https://github.com/Niraven/mcp-launch-lens>

## 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": "niraven-mcp-launch-lens"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/niraven-mcp-launch-lens` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/niraven-mcp-launch-lens/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