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AI Frameworks

The foundation layer for agentic intelligence.

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Python framework for building and operating production AI agents, with MCP tool integration, memory and RAG, guardrails, approval gates, identity, audit trails, and runtime orchestration. Includes MCPcast to generate MCP servers from OpenAPI specs.

Use Cases

Build production AI agentsOrchestrate multi-agent systemsConnect agents to APIs through MCPGenerate MCP servers from OpenAPI specificationsAdd human approval to agent actionsDeploy agents with identity and audit controlsAdd memory and RAG to agentsRun scheduled or long-running agents

Built With

Language
Python
Frameworks
LangChain · MCP · Chroma

Tags

agent framework · agent runtime · multi-agent · MCP · tool calling · guardrails · human approval · agent identity · audit trails · memory · RAG · observability · semantic cache · OpenAPI