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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
analyze_workloadA

Analyze an LLM workload (Dockerfile, compose file, dependency list, or plain description) for Arm64 migration blockers and optimization opportunities. Returns severity-ranked signals with concrete fixes.

generate_migration_planB

Generate ready-to-commit Arm64 migration artifacts: an arm64 Dockerfile (llama.cpp + KleidiAI), a CI benchmark workflow for free GitHub Arm64 runners, build flags, and a migration checklist.

trigger_benchmarkA

Trigger the arm-bench workflow (Arm64+KleidiAI vs Arm64 vs x86 benchmark matrix) on a GitHub repo via workflow_dispatch. Requires an authenticated gh CLI; falls back to manual instructions.

fetch_benchmark_resultsA

Download artifacts from the latest (or a specific) completed arm-bench run and return the migration report with measured tokens/sec deltas.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4/5.0

Scored across 4 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: analyze workloads, fetch results, generate migration plans, and trigger benchmarks. No overlap or ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (analyze_workload, fetch_benchmark_results, generate_migration_plan, trigger_benchmark).

Tool Count5/5

With 4 tools, the set covers the core migration workflow without being over- or under-scoped. Each tool earns its place.

Completeness5/5

The tool surface covers the full migration lifecycle: analyze current workload, benchmark performance, generate migration plan, and trigger benchmarks. No obvious gaps.

Maintenance

ActivityStale
ResponsivenessNo issues