Search2o

Search2o is presented as an enterprise agent server for developers who turn existing business workflows into task-focused agents, with AI helping write the first draft. Users do not need to know agent names; they submit requests through search, which picks the agent, and one conversation carries context between agents. Agents run in the agent runtime on the customer's own agent servers. The page describes a Python client (pip install search2o), a REST API, Python expressions inside agents, and hooks for integration. It also describes security features such as a secret vault, encrypted conversations and memories, four user roles, service accounts, built-in authentication and single sign-on, and support for local and external LLMs. Horizontal scaling, live configuration changes, and multiple environment profiles are also mentioned.

Key features

• Draft agents with AI and describe agents in English
• Build, validate, and publish agents, with agent versioning and multi-developer publishing
• Search-based agent selection from user requests
• Externalized prompts and system calls
• Tool calling loop, API and database calls, and MCP support
• Secret vault for secrets
• Four roles: users, developers, administrators, and owners; service accounts
• Built-in authentication and single sign-on
• Conversations and memories encrypted by default or optionally end to end
• Source available agent server and UI
• Multiple environments via profile names (dev and prod)
• Horizontally scalable stateless agent servers with live configuration changes
• Integration via Python expressions, REST API, and hooks
• Trace and validation, audit log, and observability
• Guardrails, human in the loop, streaming, progress, and save/restore conversations
• Model neutrality with support for local LLMs (Ollama, vLLM, SGLang) and external LLMs (ChatGPT, Claude, Gemini)

Best suited for

• Enterprises building AI agents for internal business workflows
• Developers creating and maintaining task-focused agents
• IT helpdesk and similar employee support workflows

Pricing

Not stated on the website