# analyze-mcp-server

> Analyze MCP server usage instrumented with Amplitude's MCP Analytics SDK: break usage and errors down by tool, read the…

Analyze MCP server usage instrumented with Amplitude's MCP Analytics SDK: break usage and errors down by tool, read the rationales within each tool to see what callers are trying to do, and produce a prioritized write-up of actionable fixes. Use this skill whenever the user asks to understand how their MCP server is being used, what agents/users are trying to do with it, why tool calls are failing, what to fix or improve in their MCP server, or asks for an "MCP usage report", "tool error analysis", "intent analysis", "rationale clustering", or "MCP insights". Also trigger when the user mentions [MCP]-prefixed events, tool rationale, tool call errors, or just finished instrumenting their MCP server and wants to see what the data says. Requires the Amplitude MCP connector.

- Type: Skill
- Made by: amplitude
- Category: Data & analytics
- Formats: Skills
- Version: e7c73b2
- Source: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server
- Page: https://pluginboard.ai/skills/analyze-mcp-server

## Works with

- ChatGPT
- Claude
- Gemini
- GitHub Copilot
- Cursor
- Claude Code
- Codex
- Antigravity
- Gemini CLI
- Replit
- OpenClaw
- OpenCode
- Hermes Agent

## Install

### ChatGPT

In ChatGPT: Download the analyze-mcp-server folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans.

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Claude

In Claude (web or desktop): Download the analyze-mcp-server folder and zip the folder itself, then upload it in Customize → Skills.

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Gemini

In Gemini: Download the analyze-mcp-server folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it).

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### GitHub Copilot

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.copilot/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Cursor

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.cursor/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Claude Code

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.claude/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

Or all of Amplitude Analytics Skills, in Claude Code:

```text
/plugin marketplace add amplitude/builder-skills
/plugin install analytics-skills@builder-skills
```

### Codex

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.agents/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Antigravity

In Antigravity: Copy the analyze-mcp-server folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI).

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Gemini CLI

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.gemini/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Replit

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server .agents/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### OpenClaw

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.openclaw/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### OpenCode

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.config/opencode/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

### Hermes Agent

Run in your terminal:

```shell
npx -y degit amplitude/builder-skills/analytics-skills/skills/analyze-mcp-server ~/.hermes/skills/analyze-mcp-server
```

View the folder on GitHub: https://github.com/amplitude/builder-skills/tree/HEAD/analytics-skills/skills/analyze-mcp-server

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From Pluginboard (https://pluginboard.ai).