Agent skills

Materialize provides open-source agent skills that give coding agents like Claude Code, Codex, and Cursor access to Materialize documentation and reference material. For the list of available skills and installation instructions, see Agent Skills.

MCP servers

Materialize provides built-in Model Context Protocol (MCP) servers that AI agents can use. The MCP interface is served directly by the database; no sidecar process or external server is required. These endpoints use JSON-RPC 2.0 over HTTP POST (default port 6876) and support the MCP initialize, tools/list, and tools/call methods.

Endpoint	Path	Description
Agent	/api/mcp/agent	Discover and query your real-time data products over HTTP. For details, see MCP Server for agents. Available starting in v26.24
Developer	/api/mcp/developer	Read mz_* system catalog tables for troubleshooting and observability, and run queries on your objects. For details, see MCP Server for developer. Available starting in v26.20

See also

• Use an ontology table to curate join relationships that agents query through the query tool before writing multi-table SQL.
• MCP Server Troubleshooting