io.github.Perf-AI/perf-mcp
perf-mcp
Is the io.github.Perf-AI/perf-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-26.
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.
alive probed 2026-11-14 · unchanged since 2026-10-26
- Run it
- npx -y perf-mcp@0.1.1 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- perf-mcp 1.0.0
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 1.6k tokens in Claude Opus 5.5, exact, measured 2026-10-26. With the Claude Code prefix mcp__…__ on each tool name: 1.7k. The o200k_base estimate is 901. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/Perf-Technology/perf-mcp
- Registry
- active, updated 2026-02-19 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.80×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| perf_chat | 532 | 295 | 33 % |
| perf_correct | 393 | 218 | 24 % |
| perf_verify | 375 | 208 | 23 % |
| perf_validate | 325 | 180 | 20 % |
Compare this server with others.
More servers
Other registry entries on npmjs.com, the ones next to this name; all of them.
- Paydirt io.github.Paydirt-AI/paydirt-mcp · alive
- io.github.PedramMadani/legalithm-mcp-server · alive
- io.github.PedroMarianoAlmeida/ffmpeg-mcp · alive
- Outlook Mail io.github.Pepebits/outlook-mcp · crashed on start
- DSH Plugin Certification io.github.PerryLink/dsh-cert · alive
- Customs Declaration Consistency io.github.PerryLink/dsh-customs · alive
- TypeSafe Jev io.github.PerryLink/jevcore · alive
- Laya Typed Decisions io.github.PerryLink/laya-mcp · crashed on start
Servers that mention perf.
- AdAdvisor MCP Server ai.adadvisor/mcp-server · needs auth
- ai.filegraph/document-processing · not found
- Iterant ai.iterant/iterant · needs auth
- Perfect Memory ai.perfectmemory/perfect-memory · needs auth
- Perlucem TBPI — Bank Performance Intelligence ai.perlucem/tbpi · needs auth
- ai.perfloop/perfloop · needs auth
- Marketing Intelligence & Optimization ai.saifs/marketing-intelligence · needs auth
- ai.simplepages/simplepages · needs auth
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-26 07:05 | alive | 396 ms | 4 | 1.6k | 901 |
| 2026-10-19 06:54 | alive | 282 ms | 4 | 901 |
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.