Gcf MCP Server

Drop-in MCP proxy. 71% fewer tokens. Session dedup compounds to 92%. Zero code changes.

Local serverstdioPython

What is the Gcf MCP Server?

Drop-in MCP proxy. 71% fewer tokens. Session dedup compounds to 92%. Zero code changes.

What it actually does

100% comprehension on every frontier model. 29% fewer tokens than TOON, 56% fewer than JSON (2,400+ evals, 11 models, 3 providers). Nested object flattening with opt-out for open-weight models. One line change in your MCP config.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Gcf MCP Server

{
  "mcpServers": {
    "memory": {
      "command": "gcf-proxy",
      "args": [
        "npx",
        "-y",
        "@modelcontextprotocol/server-memory"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Example prompts to try

  • “Use Gcf to Flags.”

Frequently asked questions

Drop-in MCP proxy. 71% fewer tokens. Session dedup compounds to 92%. Zero code changes. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.