Top Open Source Software Companies: WebMCP, Biomni, blinko

WebMCP

What is it?
MCP-B is a browser-based implementation of the Model Context Protocol that enables AI assistants to interact with web applications through existing browser authentication, offering structured JSON-RPC tool interfaces with zero-config setup.

Why can it be a company?
Solves a real business problem by embedding AI agent integration directly into web apps using browser auth, offering a platform for standardized tooling and strong monetization potential.

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Biomni

What is it?
Biomni is a general-purpose biomedical AI agent combining LLM reasoning, retrieval-augmented planning and code execution to autonomously perform research tasks like CRISPR screen design, scRNA-seq annotation and ADMET prediction.

Why can it be a company?
Biomni offers a scalable AI agent for automated biomedical research workflows, solving real R&D challenges. It provides a platform for SaaS/enterprise API monetization and can spin out as a biotech AI company.

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blinko

What is it?
Blinko is an open-source, self-hosted AI note-taking tool built with TypeScript and Tauri. It ensures privacy by storing data locally, offers RAG-powered natural-language search, Markdown support, and multi-platform deployment.

Why can it be a company?
Blinko tackles the growing need for private, AI-enhanced knowledge management with a self-hosted architecture. It can evolve into a premium SaaS/enterprise offering with advanced features and hosting services.

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