Synapse — GEO Growth Layer

Overview

Synapse — GEO Growth Layer is an MCP server that lints and auto-fixes how AI coding agents discover new products. It provides 24 rules, 6 tools, and a scoring system from 0 to 100 to help ensure quality in product discovery workflows. As an MCP server, it exposes these capabilities as tools that Claude, Cursor, VS Code, and other AI assistants can invoke directly.

You can run Synapse — GEO Growth Layer in two ways: connect to the hosted endpoint at https://runsynapse.dev/api/mcp with no setup required, or install it locally via npx -y @calvin8miles/mcp-server. The server requires an API Key for authentication. Version v0.1.2 is available under the MIT license, with source code at calvinling2021-star/synapse on GitHub.

Synapse — GEO Growth Layer is listed in the AI & Agents category and works with Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed, and other MCP clients. If you maintain this server, claim your listing to verify ownership and keep information up to date.

Installation

Settings → Connectors → Add custom connector
Name: Synapse — GEO Growth Layer
URL:  https://runsynapse.dev/api/mcp