io.github.zhaoyue722/llm-usage-mcp
LLM Usage
Is the LLM Usage MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP
alive probed 2026-11-15 · unchanged since 2026-10-31
- Run it
- uvx llm-usage-mcp@0.1.3 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- llm-usage 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 0.4 % of a 1M context window
- Count
- 3.9k tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 4.0k. The o200k_base estimate is 2.2k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/zhaoyue722/llm-usage-mcp
- Website
- https://github.com/zhaoyue722/llm-usage-mcp
- Registry
- active, updated 2026-08-03 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.74×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| recommend_provider | 923 | 531 | 24 % |
| query_spend | 847 | 487 | 22 % |
| record_usage | 605 | 348 | 16 % |
| compare_providers | 596 | 343 | 15 % |
| usage_summary | 461 | 265 | 12 % |
Compare this server with others.
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Other registry entries on pypi.org, the ones next to this name; all of them.
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- SynomosAI Governance MCP io.github.zhaoxinghua09-cell/synomosai-governance-mcp · alive
- io.github.zhaoxinghua09-cell/uibc-core · alive
- io.github.zhongweili/nanobanana-mcp-server · not found
- AutoClip io.github.zhouxiaoka/autoclip-mcp · alive
- pyobfus-mcp io.github.zhurong2020/pyobfus-mcp · alive
- backlink-guard io.github.zhuyansen/backlink-guard · needs args
Servers that mention usage.
- ai.klavis/strata · needs auth
- WattScope au.com.wattscope/wattscope · needs auth
- AgentCat com.agentcat/agentcat · needs auth
- Bunstation com.bunstation/bunstation · needs auth
- Canarics com.canarics/canarics · alive
- com.clauxel.agenticbudgetrouter/agenticbudgetrouter-mcp · no DNS
- com.clauxel.agentmailrooms/agentmailrooms-mcp · no DNS
- com.clauxel.agentmemorymcp/agentmemorymcp-mcp · no DNS
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.