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MCP server · Maps

Toolfit

by · github.com/sreshtalluri/toolfit

toolfit finds the specific places your MCP server confuses models, rewrites the tool descriptions and schemas to fix them, and proves the fix with a before and after eval.

Unclaimed maps
InstallView source
34Low

Scored a month ago · breakdown

About Toolfit

Toolfit is an MCP server published by sreshtalluri in the Maps category: toolfit finds the specific places your MCP server confuses models, rewrites the tool descriptions and schemas to fix them, and proves the fix with a before and after eval.

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

Install

From source
git clone https://github.com/sreshtalluri/toolfit

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.

Tools (6)

MCP-Atlas / MCP-BenchBenchmarks ranking *models*

Parameters not published.

MCPJam InspectorHosted evals with cross-model comparison

Parameters not published.

MCProbeUsability rules + input fuzzing

Parameters not published.

lastmile-ai/mcp-evalAssertion framework with LLM judges

Parameters not published.

mcpgradeStatic lint + single-step eval, A–F grade

Parameters not published.

mcpxESLint-style schema lint, CI gate

Parameters not published.

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Questions

About Toolfit

How do I install Toolfit?

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

Is Toolfit safe to use with an AI agent?

Its trust score is 34 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 Toolfit still maintained?

Yes — the last commit was a month ago. The repository has 0 stars and 0 forks.