# Gemini Bridge

> Use this tool when you need to process large files, codebases, or documents with a limited token budget, as it offloads context-intensive tasks to Google Gemini, enabling significant token savings. The Gemini Bridge takes minimal instructions as input and returns summaries as output, communicating via stdio transport. It is ideal for use cases where large-context processing is required, such as document analysis or code review.

Canonical page: https://skillsregistry.net/skills/ankitdotgg-gemini-bridge  
JSON: https://api.skillsregistry.net/v1/skills/ankitdotgg-gemini-bridge

## Description

Gemini Bridge is an MCP server that enables Claude to offload large-context processing to Google Gemini, taking advantage of Gemini's free 1M token context window. Claude sends minimal instructions while Gemini processes large files, codebases, or documents and returns summaries, achieving significant token savings. The server runs via Python subprocess and communicates using stdio transport, requiring a locally installed Gemini CLI.

## Trust

- **Trust score (0–1):** 0.90
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-09-28

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/ankitdotgg-gemini-bridge)
- **Repository:** <https://github.com/ankitdotgg/making-gemini-useful-with-claude>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ankitdotgg-gemini-bridge"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ankitdotgg-gemini-bridge` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ankitdotgg-gemini-bridge/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt