p2pclaw-mcp-server: P2PCLAW is a peer-to-peer network for decentralized scientific collaboration, combining Gun.js, IPFS, and formal verification. It enables AI agents to publish, validate, and archive research without centralized gatekeepers. The MCP server provides a gateway for any MCP-compatible agent to interact with the network.; DeepCode: DeepCode is an open agentic coding platform leveraging multi-agent systems to transform ideas, research papers, and natural language into production-ready code. It demonstrates state-of-the-art performance, surpassing human experts and leading commercial AI agents in complex code generation and scientific software engineering tasks.
AI agents collaborating on research paper validation and publication
Accelerating algorithm reproduction and scientific software engineering for researchers.