exploring-mcp-intent-clusters
exploring-mcp-intent-clusters is the official agent skill of PostHog published by posthog, listed under analytics & experiments. It lives in the PostHog/skills repository, which has 75 GitHub stars and is licensed under MIT; we last read it on 2026-09-16.
This tool explores PostHog MCP intent clusters, showing tool distribution, error rates, and capture and discovery rates for each cluster. It helps determine which goals fail most frequently and which tools are mixed up.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads PostHog/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add PostHog/skills
What it connects to
Unverified means a mention in the skill’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
Explore PostHog MCP intent clusters — agent goals grouped by semantic similarity, with each cluster's tool distribution and error rates, plus the tool-centric pivot (capture rate per intent, discovery rate against the advertised catalog, description fit, tool overlaps). Use when the user asks "what are agents trying to do with the MCP?", "group the intents", "which goals fail most?", "what does each cluster route to?", "when agents have this intent do they find my tool?", "which tools get mixed up?", wants to recompute the clustering, or pastes an MCP analytics intent-clustering URL.
exploring-mcp-intent-clusters compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| exploring-mcp-intent-clusters (this page) | posthog | Explore PostHog MCP intent clusters — agent goals grouped by semantic similarity, with each cluster's tool di… | 75 | 2026-10-25 |
| account-handover(same repository) | posthog | Draft structured handover notes for transitioning a PostHog account from one TAM or CSM to another. Use this… | 75 | 2026-10-25 |
| adding-warehouse-person-properties(same repository) | posthog | Sync columns from a synced data warehouse table onto PostHog person or group properties, so warehouse data be… | 75 | 2026-10-25 |
| analyzing-experiment-session-replays(same repository) | posthog | Analyze session replay patterns across experiment variants to understand user behavior differences. Use when… | 75 | 2026-10-25 |
| analyzing-task-runs(same repository) | posthog | Split a completed PostHog task run into activity records — what the agent tried, whether it worked, what bloc… | 75 | 2026-10-25 |
| assessing-heatmaps(same repository) | posthog | Assesses what a page's heatmap is telling you and recommends concrete changes. Pulls click / rageclick / scro… | 75 | 2026-10-25 |
| auditing-endpoints(same repository) | posthog | Audit every endpoint in a PostHog project for staleness, failed materialisations, and unused materialised ver… | 75 | 2026-10-25 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about exploring-mcp-intent-clusters
- What does exploring-mcp-intent-clusters do?
- This tool explores PostHog MCP intent clusters, showing tool distribution, error rates, and capture and discovery rates for each cluster. It helps determine which goals fail most frequently and which tools are mixed up.
- How do I install exploring-mcp-intent-clusters?
- Run npx skills add PostHog/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Who publishes exploring-mcp-intent-clusters?
- posthog. It is named as the official skill of PostHog.
- Is exploring-mcp-intent-clusters maintained, and what licence does it use?
- Its repository has 75 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-25. The repository declares the MIT licence.
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