Quartermaster

Rank and shortlist MCP tools for natural-language queries with zero dependencies.

License

MIT License

Source

third_party_registry

Updated

2026-07-14

// securityCaution

Runs locally
Open source
Licensed· MIT License

Running security audit…

Credentials
Network egress
Code execution
Data access
Supply chain

// install

Copy the install command and let the AI configure it · recommended for beginners

No copy-paste install info for "Quartermaster" yet — see the docs or source repo.

// examples

Select tools for a coding task

Prompt

I have 180 MCP tools. For this request, “Find performance bottlenecks in a Python project and suggest optimization steps,” shortlist the 8 most relevant tools, rank them by relevance, and explain why each was selected.

Expected

A ranked shortlist of tools with a brief rationale showing why each fits the coding task.

Reduce the readable toolset for an agent

Prompt

Compress the current MCP tool library into a candidate list for this user request: “Organize sales data from the past week, generate a summary, and produce a briefing outline for management.” Keep only the tools most likely to be used.

Expected

A compact, highly relevant tool list that helps the agent read less and act faster.

Route tools in an offline environment

Prompt

In an offline, zero-dependency environment, route tools for the request “Inspect why the deployment pipeline failed and provide fix recommendations,” selecting the most relevant candidates from 200 tools.

Expected

A ranked candidate list suitable for offline use, so the model only reads a small set of key tools.