Synapse — GEO Growth Layer

**The GEO check every vibe coder runs before they launch.**

Synapse is the GEO (Generative Engine Optimization) growth layer for new products. This MCP server gives any coding agent — Cursor, Claude Code, Windsurf, Cline, Continue, Zed — the ability to audit, fix, and track how AI agents discover and recommend a project.

### Tools

- **`geo_check`** — Run the 24-rule GEO linter on a URL or local path. Returns a 0–100 Growth Score and a list of failing rules with evidence.
- **`geo_fix`** — Apply auto-fixers: writes `llms.txt`, `robots.txt` (with the AI-bot allowlist), and `/.well-known/agent-answer.json` to the project. Never touches your content.
- **`geo_track_init`** — Register the site with the Synapse dashboard to start tracking AI-agent referrals.
- **`geo_prompts`** — Generate a visibility-test prompt pack for ChatGPT / Claude / Perplexity.
- **`geo_status`** — Live Growth Score, agent mentions, and visits for an installed site.
- **`geo_corpus_query`** — Query the public Synapse corpus to find products matching a user intent.

### Resources

- `synapse://docs/llms-txt-spec` — the canonical llms.txt reference
- `synapse://docs/geo-checklist` — the full 24-rule rubric
- `synapse://corpus/latest` — recent agent-recommendation tuples

### Install — Cursor / Claude Code / Windsurf / Cline / Continue / Zed

```json
{
"mcpServers": {
"synapse-geo": {
"command": "npx",
"args": ["-y", "@calvin8miles/mcp-server"]
}
}
}