io.github.crunchtools/gemini
MCP Gemini
Is the MCP Gemini MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
MCP server for Google Gemini AI - text, image, video, research, and more
alive probed 2026-11-14 · unchanged since 2026-10-31
39tools
7.5ktokens in Claude Opus 5.5
3.8 %of Claude's 200k window
3.0×the median server
10.4 sto initialize
644 msto list tools
- Run it
- uvx mcp-gemini-crunchtools@0.3.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- mcp-gemini-crunchtools 0.3.0
- Capabilities
- logging, prompts, resources, tools
- Instructions
- 635 characters
- Of a 1M window
- 0.8 % of a 1M context window
- Count
- 7.5k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 7.8k. The o200k_base estimate is 4.1k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/crunchtools/mcp-gemini
- Registry
- active, updated 2026-03-02 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.83×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| gemini_imagen_generate_tool | 408 | 223 | 5 % |
| gemini_create_cache_tool | 381 | 208 | 5 % |
| gemini_generate_image_tool | 377 | 206 | 5 % |
| gemini_start_image_edit_tool | 284 | 155 | 4 % |
| gemini_generate_image_with_input_tool | 264 | 144 | 4 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- io.github.crosstabs/crosstabs · alive
- pmq (Polymarket CLOB V2) io.github.crp4222/pmq · crashed on start
- MCP Cloudflare io.github.crunchtools/cloudflare · alive
- MCP Feed Reader io.github.crunchtools/feed-reader · alive
- MCP Gitlab io.github.crunchtools/gitlab · alive
- MCP Google Search Console io.github.crunchtools/google-search-console · alive
- MCP Mediawiki io.github.crunchtools/mediawiki · alive
- MCP Podman io.github.crunchtools/podman · alive
Servers that mention gemini.
- AIMentionTracker ai.aimentiontracker/mcp · needs auth
- INITE Visibility ai.inite/inite-visibility · alive
- Ninar AI ai.ninar/ninar · alive
- ai.nudg3/brand-intelligence · needs auth
- Scout by Optimly ai.optimly/scout · no DNS
- ai.smithery/Artin0123-gemini-image-mcp-server · not found
- Era Context app.era/context · needs auth
- Promvia app.promvia/promvia · needs auth
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.