Cue

MCP server for front-loading prompt engineering in agentic workflows.

EmergingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Cue?

The @manuelcattelan/cue is an MCP server designed to streamline prompt engineering, making it easier to integrate AI-driven workflows into development processes. It's particularly useful for teams looking to enhance their productivity with AI-assisted coding and workflow automation.

Key differentiator

The @manuelcattelan/cue stands out as an open-source, self-hosted MCP server that focuses on front-loading prompt engineering in agentic workflows, offering a unique solution for developers who need flexibility and control.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Front-loads prompt engineering for agentic workflowsmedium

Self-hosted MCP servermedium

GPL-3.0 licensedmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited documentation and exampleshigh

Official docs lack detailed guides, community-contributed content is sparse

Small and less active communitymedium

GitHub issues are not frequently addressed by maintainers, limited pull requests from contributors

Fit analysis

Who is it for?

✓ Best for

Teams looking to integrate AI-driven prompt engineering into their development processes

Projects requiring self-hosted solutions for MCP server functionality

Developers who need a GPL-3.0 licensed tool for agentic workflows

✕ Not a fit for

Users seeking cloud-based managed services for prompt engineering

Teams preferring proprietary licensing over open-source options

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Cue

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →