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  3. Mcpgauge
MCP server · Blockchain

Mcpgauge

by · github.com/RitikPatill/mcpgauge

Self-hosted evaluation framework for MCP servers. Define YAML test suites, run agents against MCP tools, score with LLM-as-judge rubrics, and monitor results in a FastAPI dashboard with tool-call traces and regression detection.

Unclaimed agent-evalsai-agentsanthropiccli-tooleval-frameworkfastapillm-as-judgellmopsmcpmodel-context-protocolopen-sourcepythontool-use
InstallView source
20Low

Scored 7 hours ago · breakdown

About Mcpgauge

Mcpgauge is an MCP server published by RitikPatill in the Blockchain category: self-hosted evaluation framework for MCP servers. Define YAML test suites, run agents against MCP tools, score with LLM-as-judge rubrics, and monitor results in a FastAPI dashboard with tool-call traces and regression detection.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/RitikPatill/mcpgauge

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About Mcpgauge

How do I install Mcpgauge?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Mcpgauge safe to use with an AI agent?

Its trust score is 20 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Mcpgauge still maintained?

Yes — the last commit was 4 months ago. The repository has 0 stars and 0 forks.