ai.punchneedle/punchneedle-ai
Punchneedle.ai
Is the Punchneedle.ai MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-12.
Make punch needle patterns from images, browse patterns, estimate yarn, resize and match materials.
alive probed 2026-11-14 · unchanged since 2026-11-12 · HTTP 200
- Endpoint
- https://punchneedle.ai/api/mcp (streamable-http)
- Host
- punchneedle.ai
- Protocol
- 2025-11-25
- Reports itself as
- punchneedle-ai 1.0.0
- Capabilities
- extensions, resources, tools
- Instructions
- 1 096 characters
- Of a 1M window
- 0.4 % of a 1M context window
- Count
- 3.9k tokens in Claude Opus 5.5, exact, measured 2026-11-12. 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/pyxlino/punchneedle-mcp
- Website
- https://punchneedle.ai
- Registry
- active, updated 2026-11-11 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.75×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| calculate_yarn | 1 315 | 752 | 34 % |
| make_pattern_from_image | 656 | 375 | 17 % |
| resize_pattern | 556 | 318 | 14 % |
| find_patterns | 425 | 243 | 11 % |
| match_materials | 355 | 203 | 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.
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