AI search optimization analysis with actionable findings and gap analysis
If you already use Geo, the geo mcp server is the piece that lets your assistant work with it directly. AI search optimization analysis with actionable findings and gap analysis.
Content analysis for AI search visibility. Measures what actually matters for getting cited by ChatGPT, Claude, Perplexity, and Google AI Overviews.
The server ships on npm as @houtini/geo-analyzer, so your MCP client can launch it on demand — there is no separate build step. Add the server block to your client's configuration, restart it, and the tools register themselves.
The toolset is worth reading before you wire it up, because it tells you what the integration is really for:
Requirements — The Requirements tool exposed by this serverRecommendations — Prioritised suggestions with: - Specific locations in content - Before/after examples - Rationale based on researchanalyze_url — The analyze_url tool exposed by this serveranalyze_text — The analyze_text tool exposed by this serverConfiguration is passed through the environment: ANTHROPIC_API_KEY, GEO_WORKER_URL, JINA_API_KEY. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.
This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Geo's toolset — Requirements, Recommendations, analyze_url and 1 more — is a fair guide to whether it matches your workflow. It is maintained by houtini-ai; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Geo's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| Tool | What it does |
|---|---|
| Requirements | The Requirements tool exposed by this server. |
| Recommendations | Prioritised suggestions with: - Specific locations in content - Before/after examples - Rationale based on research |
| analyze_url | The analyze_url tool exposed by this server. |
| analyze_text | The analyze_text tool exposed by this server. |
{
"mcpServers": {
"geo-analyzer": {
"command": "npx",
"args": ["-y", "@houtini/geo-analyzer@latest"],
"env": {
"ANTHROPIC_API_KEY": "sk-ant-..."
}
}
}
}Configuration as documented by the project. Restart the client after saving.
| Variable | Description | Required |
|---|---|---|
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| GEO_WORKER_URL | Endpoint or connection string the server talks to. | Yes |
| JINA_API_KEY | Credential the server authenticates with. | Yes |
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Microsoft's official browser automation server — drive a real browser through the accessibility tree, no screenshots needed.
GitHub's official server — repos, issues, pull requests, Actions and code security, straight from your assistant.
Issue tracking at the speed of conversation — Linear's official hosted server with OAuth and zero install.
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Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.