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Find confusing or overlapping MCP tools

Identify MCP tools with overlapping routing signals before they cause unnecessary tool-choice ambiguity.

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MCP Toolset Pruner
MCP Toolset Prunerfirstrate/mcp-toolset-pruner
Input tools
Selected
Dropped
Coverage complete
+4 fields
Text
Number
Boolean
List
Object

Input

Tool definitions
name:search_docs+2
description:Search company documentation for an answer.+2
Task intents:find internal documentation+1
Tool confusion threshold:0.55

Output fields

Input tools
Selected
Dropped
Coverage complete
Uncovered intents
Selected tools
Remaining confusion
Next step

How it works

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The MCP Toolset Pruner Actor is ready to run with the inputs already set for "Find confusing or overlapping MCP tools". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Find confusing or overlapping MCP tools" task

The MCP Toolset Pruner Actor will start running based on the input automatically. You can also change all the input fields, like tool definitions, task intents, and more, to match your specific use case.

Receive the "Find confusing or overlapping MCP tools" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as input tools, selected, dropped, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Find confusing or overlapping MCP tools" task via API.

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