Decision information
Manual verification pending- Ecosystem category
- Claw Agents
- Agent class
- Research
- Lineage
- Independent
- Runs
- Local
- Autonomy
- Autonomous
- Content type
- Product
- Pricing
- Open Source
- Open source
- Yes
- License
- Not recorded
- Maintenance
- Unknown
- Install methods
- Not recorded
- Platforms
- Not recorded
Documented Claw signals
View inclusion standard →Security signals (informational, not a security certification)
Overview
EurekaClaw is an open-source, local-first multi-agent AI research assistant designed to capture fleeting "Eureka" moments and transform them into concrete research outputs. From a simple natural language question or idea, it autonomously handles the full research pipeline: literature review via arXiv scraping, hypothesis generation, theorem formulation and proving, LaTeX paper drafting, and even experiment execution.
Built with a focus on privacy and control, EurekaClaw runs entirely on your local machine without relying on external cloud services for core operations.
Key Features
- Autonomous Research Pipeline: Starts from a research question and progresses to a full paper draft.
- arXiv Integration: Real-time scraping and analysis of recent papers in relevant fields (e.g., cs.LG, math).
- Theorem Generation & Proving: AI agents draft and prove mathematical theorems with supporting reasoning.
- LaTeX Output: Generates publication-ready LaTeX documents and saves results locally.
- Multi-Agent Architecture: Specialized agents for crawling, hypothesis, proving, writing, and experimentation.
- CLI & Chat Interface: Use via terminal commands (
eurekaclaw prove ...) or interactive chat. - Local-First Design: All processing happens on-device; supports local LLMs.
- Open Source: Available under Apache 2.0 license on GitHub.
Installation
Quick Install (macOS/Linux)
curl -fsSL https://eurekaclaw.ai/install.sh | bash
eurekaclaw onboard
Windows (PowerShell)
powershell -c "irm https://eurekaclaw.ai/install_win.ps1 | iex"
From Source
git clone https://github.com/EurekaClaw/EurekaClaw
cd EurekaClaw
make install
Requirements: Python ≥ 3.11, Node.js ≥ 20.
Usage Examples
# Generate and prove a theorem from a research idea
eurekaclaw prove "Find recent papers on sparse attention + prove efficiency bound"
# Start interactive research session
eurekaclaw chat
The tool crawls literature, drafts theorems, completes proofs, and saves a LaTeX paper to ./results/.
Use Cases
- Academic Researchers: Accelerate literature reviews and initial paper drafting.
- Mathematicians & Theorists: Rapid theorem exploration and proof assistance.
- AI/ML Engineers: Hypothesis testing and experiment automation.
- Students: Learning tool for understanding research processes.
- Independent Innovators: Capturing and developing spontaneous ideas into structured outputs.
Architecture
EurekaClaw employs a multi-agent system where specialized agents collaborate:
- Literature Crawler
- Hypothesis Generator
- Theorem Prover
- Paper Writer (LaTeX specialist)
- Experiment Runner
It learns from each session to improve future performance.
Repository & Resources
- Official Website: https://eurekaclaw.ai/
- GitHub: https://github.com/EurekaClaw/EurekaClaw
- Documentation: https://eurekaclaw.github.io/
EurekaClaw is ideal for anyone who wants to turn sparks of insight into rigorous, documented research without the manual overhead of traditional academic workflows.