Toolhouse

Toolhouse is a cloud platform that equips AI agents with pre-built tools for web scraping, search, database access, email, and more — without requiring agents to know about or configure each tool individually. The key feature is MCP Discovery: Toolhouse automatically detects what tools an agent needs based on its task and wires them up on the fly, connecting to services like Gmail, Slack, Notion, Linear, GitHub, and Salesforce through a single integration point.

The platform includes built-in automated RAG for private knowledge bases (no manual chunking or embedding setup), integrated logging and debugging, sandbox testing environments, and one-click deployment to a production API endpoint. Agents can be built from natural language prompts in the Agent Studio, then deployed and scaled without infrastructure management.

Toolhouse offers a free sandbox tier for getting started, with Pro and Enterprise plans for production workloads. The MCP server at github.com/toolhouseai/toolhouse-mcp connects Toolhouse tools to any MCP client. Python and JavaScript SDKs are available for direct API integration.