Automatically converts CLI tools, APIs, and programs into MCP servers for LLM and agentic use, enabling rapid integration without manual server implementation.
Lets you expose any product, web app, or SaaS backend as a dynamic, stateful MCP server with built-in agent memory, context persistence, and workflow-aware tool gating for AI agents.
Turns existing backend APIs (OpenAPI) and SQL databases (PostgreSQL, MariaDB, ClickHouse) into hosted MCP servers for AI clients, with built-in dashboards, forms, and credential encryption.
Turns any codebase into a working MCP server by analyzing GitHub repos or uploaded code, discovering capabilities, and generating a runnable FastMCP server with curated connections.