AgentForge

Production-grade AI agent framework. Define business logic — the framework handles execution, memory, observability, and deployment.

npm install @ahzan-agentforge/corepip install agentforge

Event-driven agent loop with planning, stepping, checkpointing, retry, and rollback.

Swap between Anthropic, OpenAI, Gemini, and Ollama with a single config change.

Type-safe tools with Zod validation, retry, caching, and compensating actions.

Working, session, and long-term memory with PgVector embeddings.

Token and cost limits with per-model cost models and warning thresholds.

Declarative trust rules — allow, deny, or escalate tool calls at runtime.

Coordinator with handoffs, trust model, workspace, and cycle detection.

OpenTelemetry instrumentation, anomaly detection, and visual inspector.

MockLLM, TestHarness, and StepDebugger for deterministic agent testing.

Model Context Protocol client and server — expose or consume MCP tools.

Pre-built tools for Slack, GitHub, Gmail, Stripe, Notion, Supabase, and more.

Full API parity with the TypeScript core — snake_case, Pydantic validation.