io.github.shivam-app-developers/ai-optimizer
ai-optimizer
Is the io.github.shivam-app-developers/ai-optimizer MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.
MCP server that cuts AI coding agent token usage via framework-aware context optimization
alive probed 2026-11-15 · unchanged since 2026-10-30
- Run it
- npx -y @ai-optimizer/core@0.1.0 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- ai-optimizer 0.1.0
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- 0.3 % of a 1M context window
- Count
- 3.1k tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 3.3k. The o200k_base estimate is 1.7k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/shivam-app-developers/ai-optimizer
- Registry
- active, updated 2026-06-06 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.85×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| set_optimizer_config | 816 | 440 | 26 % |
| read_symbol | 423 | 228 | 13 % |
| optimized_read_file | 343 | 185 | 11 % |
| optimized_grep | 306 | 165 | 10 % |
| optimized_diagnostics | 271 | 146 | 9 % |
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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.