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Reduce MCP tools without losing task coverage

Generate a smaller candidate MCP tool allowlist while keeping uncovered task intents and routing-confusion warnings visible.

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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+3
description:Search internal documentation by keyword.+3
Task intents:search internal documentation+1
Maximum selected tools:3

Output fields

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

How it works

Sign up on Apify01

Create your Apify account to access the MCP Toolset Pruner.

Start the run02

The Actor will start running based on the input automatically.

Receive the output03

Monitor the progress in real-time. You will be notified as soon as your dataset is complete and ready for review.

Integrate into your workflow04

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow.

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Integrate Actor directly into your workflow

Choose from one of 100+ integration options we provide or integrate via API

Webhook

Webhook

n8n

n8n

Make

Make

Zapier

Zapier

Airbyte

Airbyte

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Keboola

IFTTT

IFTTT

Hubspot

Hubspot

GDrive

GDrive

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Gmail

Apify MCP

Apify MCP

GitHub

GitHub

Slack

Slack

LangChain

LangChain

LlamaIndex

LlamaIndex

Flowise

Flowise

Pinecone

Pinecone

OpenAI

OpenAI

Mastra

Mastra

Clay

Clay