io.github.amanharshx/ultralytics-mcp
Ultralytics Platform MCP
MCP server for Ultralytics Platform projects, datasets, training, prediction, exports, and models.
alive probed 2026-10-19
44tools
≈ 9.2ktokens, estimate
≈ 4.6 %of Claude's 200k window
6.4×the median server
310 msto initialize
17 msto list tools
- Run it
- npx -y ultralytics-mcp@0.1.14 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- ultralytics 0.1.14
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- ≈ 0.9 % of a 1M context window, estimate
- Claude count
- The count_tokens endpoint refused the tool schemas: invalid x-api-key. The estimate stands in.
- Repository
- https://github.com/amanharshx/ultralytics-mcp
- Website
- https://github.com/amanharshx/ultralytics-mcp#readme
- Registry
- active, updated 2026-10-02 · registry entry
- Reachable
- 1 of the last 1 probe
Most expensive tools
Estimates with the o200k_base tokenizer.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| training_start | 757 | 8 % |
| auto_annotate_start | 616 | 7 % |
| model_metrics | 443 | 5 % |
| training_monitor | 418 | 5 % |
| model_predict | 320 | 3 % |
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
- This server is in the heaviest 10 % of the registry. Shorter descriptions, fewer optional parameters and fewer tools cut the cost. The command npx mcpcost --url <endpoint> --tools 50 lists every tool with its cost.
- The Anthropic count_tokens endpoint refused the tool schemas (invalid x-api-key). A client that validates schemas can refuse them too.