Ross ROSS = Recommend OSS · open-source software intelligence for agents

jamubc/gemini-mcp-tool

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding observed · 2026-08-28

github.com/jamubc/gemini-mcp-tool · homepage · TypeScript · NOASSERTION (other) observed · 2026-08-28

Health v2 · maintenance only

79/100

  • Activity 93
  • Release rhythm 89
  • Longevity 30

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 9.0
  • age_days: 430
  • days_rel: 76
  • days_push: 43
  • n_releases_24m: 5

Full methodology

Adoption not part of the score

2278 stars · 199 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Model Context Protocol (MCP) server that lets AI assistants like Claude Code invoke the Google Gemini CLI (or its successor, the Antigravity CLI) as a tool. It leverages Gemini's large token window for analyzing big files and codebases via the @ syntax, without requiring extra API keys.

Use cases

  • analyze large files with gemini from claude code
  • delegate codebase understanding to gemini's long context window
  • connect gemini cli to any mcp-compatible client
  • brainstorm ideas with a second ai model inside claude
  • save tokens by offloading big-file analysis to gemini
  • switch between gemini and antigravity cli backends

When to choose

  • you use Claude Code or another MCP client and want Gemini's large context for file/codebase analysis
  • you want a second AI opinion or brainstorming partner without leaving your assistant
  • you want CLI-based Gemini access with no extra API keys

When to avoid

  • you need direct Gemini API access rather than CLI wrapping
  • you don't use any MCP-compatible AI assistant
  • you're on a free tier after the Gemini CLI retirement and haven't installed the Antigravity CLI

Facets

service · maturity active

mcp llm-inference cli developer-tools large-language-models developer-tools cli cross-platform gemini-cli antigravity-cli claude-code model-context-protocol codebase-analysis large-file-analysis ai-agents command-line nodejs

3 sources

Member repositories

RepositoryRoleHealth v2
jamubc/gemini-mcp-toolmain79

For agents

markdown · JSON · MCP: product_card(name="jamubc/gemini-mcp-tool")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem