Tool overview
Korso is listed under Programming AI tools.
What is Korso?
Korso publishes technical products developed by its quantitative trading team. Shepherd is an open-source coordination layer for coding agents, while Trading API and Korso Research provide beta access to trading systems and an AI-native research workspace.
Best for
Engineering teams coordinating multiple MCP-compatible coding agents
Who is it for?
Decision note
Best evaluated as an early technical platform. Review the AGPL license, commercial-license option, hosted beta terms, and trading-access restrictions before deployment.
Key features
Shared contracts for coordinating coding agents
MCP server for compatible agent clients
Dashboard and chat for shared project state
Hosted and self-hosted deployment modes
Beta programmatic trading API
AI-native research and LaTeX workspace
Use cases
Preventing agents from overwriting shared work
Coordinating coding tasks across sessions
Sharing context among multiple contributors
Accessing trading systems programmatically
Building literature-backed research papers
Pros
- Shepherd source code is publicly available
- Supports hosted and self-hosted operation
- Works with several MCP coding clients
- Clear separation between beta products
Limitations
Korso products are early-stage and serve different workflows. Teams should verify beta availability, trading-market access, service limits, licensing obligations, security controls, and support terms before production use.
Pricing details
Billing options
Pricing note
Shepherd is available as open-source beta software and Korso states it is free for Y Combinator companies. Public hosted pricing for Shepherd, Trading API, and Korso Research was not confirmed.
Supported programming languages
- English
Integrations
Claude Code
Codex
Cursor
Pi
MCP clients
Git repositories
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