signalforge
Rank #113,887glama/karthikeyGoli/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.
signalforge is a Model Context Protocol (MCP) server published by karthikeyGoli. It ranks #113,887 of 137,138 servers tracked on MCP Toplist. signalforge is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 26, 2026.
Ranks ahead of 23,251 of 137,138 servers on MCP Toplist.
Use signalforge
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FkarthikeyGoli%2Fsignalforge)<a href="https://mcptoplist.com/server/glama%2FkarthikeyGoli%2Fsignalforge"><img src="https://mcptoplist.com/badge/glama%2FkarthikeyGoli%2Fsignalforge.svg" alt="MCP Toplist: #113,887 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
karthikeyGoli
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains signalforge?
- signalforge is maintained by karthikeyGoli, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is signalforge listed on the Official MCP Registry?
- signalforge is not on the Official MCP Registry. It is listed on Glama.
- How many versions does signalforge have?
- signalforge ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for signalforge?
- The source code for signalforge is hosted at github.com/karthikeyGoli/signalforge.
Do you run this server?
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