Synapse — GEO Growth Layer

The GEO check every vibe coder runs before they launch.

От сообществаРаботаетБез входаГлобальныйБесплатноМожет изменять данные

Что умеет

  • Geo Check: Run the 24-rule Synapse GEO linter against a URL or a local project path and return a scored report. Use this BEFORE shipping a new product.
  • Geo Fix: Apply Synapse's auto-fixers to a local project — writes static files (llms.txt, robots.txt, agent-answer.json, etc.). Requires write access to the path.
  • Geo Track Init: Register the project with the Synapse dashboard to begin tracking AI-agent referrals. Returns a slug and tracking ID.

Какие данные видит

Нужен ли аккаунт

Не нужен: сервер работает без входа

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

{
  "mcpServers": {
    "synapse-geo": {
      "command": "npx",
      "args": ["-y", "@calvin8miles/mcp-server"]
    }
  }
}
Список инструментов сервера (6)

Технические названия из tools/list. Нужны только разработчикам.

geo_checkRun the 24-rule Synapse GEO linter against a URL or a local project path and return a scored report. Use this BEFORE shipping a new product.
geo_fixApply Synapse's auto-fixers to a local project — writes static files (llms.txt, robots.txt, agent-answer.json, etc.). Requires write access to the path.
geo_track_initRegister the project with the Synapse dashboard to begin tracking AI-agent referrals. Returns a slug and tracking ID.
geo_promptsGenerate the prompt pack used to test whether AI engines surface this product.
geo_statusFetch the live Growth Score and agent-mention stats for an installed Synapse site.
geo_corpus_queryQuery the public Synapse corpus for products matching a given intent.