Armory
Source
Browse
MCPs

signalforge

Local-first MCP server that analyzes and compiles prompts for multiple LLM clients, detecting intent, missing context, and waste risks to generate cost-aware, task-specific prompts.

Score
Unranked
Evidence
No signals yet
Last commit
as last read from GitHub; most reads are from 2 Sep 2026 or later
Listed

Install

No one-command install. Set it up from its source.

Alternatives · MCPs

  1. aws-finops-mcp-server182 stars · 54 forks94.579
  2. agenticempire-axint16 stars · 5 forks74.422
  3. leonting1010-taprun17 stars · 1 fork67.778

What it is

Local-first MCP server that analyzes and compiles prompts for multiple LLM clients, detecting intent, missing context, and waste risks to generate cost-aware, task-specific prompts.

When to use it

Local-first MCP server that analyzes and compiles prompts for multiple LLM clients, detecting intent, missing context, and waste risks to generate cost-aware, task-specific prompts.

How to install / invoke

See Glama for the install config.

Notes

Listed from the Glama MCP registry.