Daydreams

Daydreams is a set of tools for building agents for commerce

MCP Servers

7.0 /10

Open Source

Visit Website GitHub

Last Updated

2026-03-01

GitHub Stars

608

About Daydreams

> **Notice:** This agent framework is no longer the core focus as features are already obsolete. > > The Daydreams core focus is on Agentic Commerce and not the agent harness. > > Check out the lucid-agents repo: https://github.com/daydreamsai/lucid-agents > > We recommend the [Pi agent harness](https://github.com/badlogic/pi-mono) for building agents and incorporating [lucid-agents](https://github.com/daydreamsai/lucid-agents) in it.

Our Verdict

A mcp server that is open-source and self-hostable backed by 608 GitHub stars. Daydreams is a set of tools for building agents for commerce.

Features

Universal Access

OpenAI Compatible

Automatic Fallbacks

Working Memory

Context Memory

Database Access

Detailed Ratings

Ease of Use

6.7

Value for Money

7.2

Features

7.0

Support

6.4

Performance

7.1

Overall Rating

7.0 /10

Pros & Cons

Pros

Open-source — fully self-hostable and auditable
Growing open-source adoption (608 stars)
Universal Access
OpenAI Compatible

Cons

Requires technical setup; less hand-holding than managed alternatives
Limited third-party reviews and benchmarks

Use Cases

MCP integrationTool extensionContext retrievalAgent connectivity

Who Is It For?

Teams and individuals looking for extending AI agent capabilities via MCP who value open-source flexibility and control.

#8004#agent-framework#agent-frameworks#agents#ai#core

Frequently Asked Questions

What is Daydreams?

> **Notice:** This agent framework is no longer the core focus as features are already obsolete. > > The Daydreams core focus is on Agentic Commerce and not the agent harness. > > Check out the lucid-agents repo: https://github.com/daydreamsai/lucid-agents > > We recommend the…

How much does Daydreams cost?

Daydreams is open-source and free to self-host. See https://github.com/daydreamsai/daydreams for installation instructions.

Is Daydreams open source?

Yes — Daydreams is open source with 608 stars. The source code is on GitHub at https://github.com/daydreamsai/daydreams.

Who should use Daydreams?

Teams and individuals looking for extending AI agent capabilities via MCP who value open-source flexibility and control.

Related Agents

Foundry

Build production-ready AI agents with multi-agent orchestration, MCP servers, and sandboxed code execution

Ai Engineering From Scratch

503 lessons

Ag2

AG2 is the open-source Python framework for building, orchestrating, and scaling multi-agent AI systems

Agent Framework

Customer Support Agents

Agent Framework documentation

Links & Resources