Synapse — GEO Growth Layer
Rank #107,104smithery/calvinling2021/synapse-geo
**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"] } } }
Synapse — GEO Growth Layer is a Model Context Protocol (MCP) server. It ranks #107,104 of 137,492 servers tracked on MCP Toplist. Synapse — GEO Growth Layer is listed on Smithery, and ships as a single rolling release with no explicit version metadata. It was first listed on May 14, 2026.
Ranks ahead of 30,388 of 137,492 servers on MCP Toplist.
Use Synapse — GEO Growth Layer
Hosted remote endpoint gated by authentication — connect via its URL and authenticate with the provider (OAuth flow or an API key/header, per its docs).
claude mcp add --transport http synapse-geo https://server.smithery.ai/calvinling2021/synapse-geo/mcpThis endpoint requires authentication — see the server’s docs for credentials.
[mcp_servers.synapse-geo]
url = "https://server.smithery.ai/calvinling2021/synapse-geo/mcp"Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.
https://server.smithery.ai/calvinling2021/synapse-geo/mcpSettings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"synapse-geo": {
"url": "https://server.smithery.ai/calvinling2021/synapse-geo/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.
{
"servers": {
"synapse-geo": {
"type": "http",
"url": "https://server.smithery.ai/calvinling2021/synapse-geo/mcp"
}
}
}Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"synapse-geo": {
"serverUrl": "https://server.smithery.ai/calvinling2021/synapse-geo/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"synapse-geo": {
"url": "https://server.smithery.ai/calvinling2021/synapse-geo/mcp"
}
}
}This endpoint requires authentication — see the server’s docs for credentials.
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[](https://mcptoplist.com/server/smithery%2Fcalvinling2021%2Fsynapse-geo)<a href="https://mcptoplist.com/server/smithery%2Fcalvinling2021%2Fsynapse-geo"><img src="https://mcptoplist.com/badge/smithery%2Fcalvinling2021%2Fsynapse-geo.svg" alt="MCP Toplist: #107,104 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Is Synapse — GEO Growth Layer listed on the Official MCP Registry?
- Synapse — GEO Growth Layer is not on the Official MCP Registry. It is listed on Smithery.
- How many versions does Synapse — GEO Growth Layer have?
- Synapse — GEO Growth Layer ships as a single rolling release with no explicit version metadata.
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