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Discovery & advice

codeloop_recommend_tool

Recommend third-party tools and services based on the current project stack and constraints (e.g. analytics, monitoring, auth).

When to use codeloop_recommend_tool

Use `codeloop_recommend_tool` when your AI agent needs to recommend third-party tools and services based on the current project stack and constraints (e.g. analytics, monitoring, auth).

Parameters

NameTypeRequiredDescription
categorystringnoauth / monitoring / payments / analytics / ...
project_dirstringnoProject root.

What you get back

Ranked list of tools with rationale and integration links.

FAQ

What does codeloop_recommend_tool do?

Recommend third-party tools and services based on the current project stack and constraints (e.g. analytics, monitoring, auth).

When should an AI agent call codeloop_recommend_tool?

Use `codeloop_recommend_tool` when your AI agent needs to recommend third-party tools and services based on the current project stack and constraints (e.g. analytics, monitoring, auth).

What does codeloop_recommend_tool return?

Ranked list of tools with rationale and integration links.

Is codeloop_recommend_tool part of the CodeLoop MCP server?

Yes. CodeLoop ships as an MCP server installed via `npx codeloop init`. Cursor and Claude Code call it automatically once the User Rule (Cursor) or CLAUDE.md (Claude Code) is in place.

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