analyze-mcp-server
amplitude/builder-skillsAnalyze 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…
Scores out of 100 · grade B+
2026-08-08Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score86/100
- no commits in the last 12 weeks
- no license file
Adopted
20% of the score30/100
- 142 stars on the source repo.
Documented
15% of the score81/100
- 2,472 words with worked examples.
Install
npx skills add amplitude/builder-skills/analyze-mcp-serverWhat the check found
| Finding | What it means |
|---|---|
| No license | The repository ships no license file, so the reuse terms are unclear. |
What it says it does
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.
Also in amplitude/builder-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| create-custom-agentamplitude/builder-skills | No license | Skill | 142 stars | 14 days ago | |
| create-chartamplitude/builder-skills | No license | Skill | 142 stars | 14 days ago | |
| monitor-experimentsamplitude/builder-skills | No license | Skill | 142 stars | 14 days ago | |
| instrument-mcp-serveramplitude/builder-skills | No license | Skill | 142 stars | 14 days ago | |
| good-strategy-bad-strategyamplitude/builder-skills | No license | Skill | 142 stars | 14 days ago | |
| high-output-managementamplitude/builder-skills | No license | Skill | 142 stars | 14 days ago |
Other ai & agents skills
Browse all| Artifact | Score | What the check found | Category | Reach | Last commit |
|---|---|---|---|---|---|
| mcp-builderanthropics/skills | No license | AI & agents | 104,949 installs | today | |
| agent-developmentanthropics/claude-plugins-official | clean | AI & agents | 5,901 installs | today | |
| plugin-settingsanthropics/claude-plugins-official | clean | AI & agents | 5,465 installs | today | |
| skill-creatoranthropics/claude-plugins-official | clean | AI & agents | 5,836 installs | today | |
| microsoft-foundrymicrosoft/azure-skills | clean | AI & agents | 544,819 installs | today | |
| claude-apianthropics/skills | No license | AI & agents | 59,236 installs | today |
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