AMAP

Applications

Research & Science

Multi-agent systems for literature review, hypothesis generation, experiments, and scientific workflows.

7 projectsbrowsingcosmologydeep-researchexperimentshistoryliteraturepaper-writingpapersreportsresearchscienceself-hosted
Robin

Research & Science

application

An open scientific research system that coordinates specialized agents for literature search, analysis, and research synthesis.

scienceliteratureresearch
Python MIT Self-hosted
DeerFlow

Research & Science

application

A community-driven deep research framework that coordinates planning, retrieval, reasoning, and report-generation agents.

deep-researchreportsself-hosted
Python MIT Self-hosted
DeepResearchAgent

Research & Science

application

A deep-research agent system that decomposes investigations and coordinates browsing, reasoning, and synthesis components.

deep-researchbrowsingreports
Python Apache-2.0 Self-hosted
Denario

Research & Science

application

A multi-agent scientific platform for idea generation, literature review, experiment planning, and paper drafting.

sciencepaper-writingexperiments
Python MIT Self-hosted
Paper2Agent

Research & Science

application

A system that converts research papers into interactive agent teams capable of using the paper's methods and tools.

paperstool-useresearch
Python MIT Self-hosted
CMBAgent

Research & Science

application

A multi-agent research system for cosmology that coordinates scientific reasoning, coding, retrieval, and validation.

sciencecosmologyvalidation
Python MIT Self-hosted
WarAgent

Research & Science

application

A research implementation using multiple LLM agents to simulate historical decision-making and international conflict dynamics.

simulationhistoryresearch
Python MIT Self-hosted