Reference

Tools

Curated tools for building, evaluating, and operating practical AI agent systems.

Agent runtimes

Hermes Agent

Provider-agnostic agent with tools, memory, skills, cron, and messaging connectors.

Coding agents

Claude Code

Terminal coding agent for repo-level software tasks.

Coding agents

Codex CLI

OpenAI coding agent for terminal and Git workflows.

Protocols

MCP SDK

Reference SDKs for building Model Context Protocol servers and clients.

Orchestration

LangGraph

Graph-based orchestration for stateful agent workflows.

Observability

OpenTelemetry

Trace substrate for agent runs, tool calls, and production observability.

Observability

Langfuse

Open-source tracing and evals for LLM applications.

Evaluation

Promptfoo

CLI eval runner that fits into CI for prompt and agent regression tests.

Schemas

Zod

Runtime schema validation for TypeScript tool definitions.

Schemas

Pydantic

Typed schemas for Python tool inputs and outputs.

Sandboxes

E2B

Sandboxed runtime for executing agent-generated code.

Sandboxes

Modal

Serverless containers for long agent jobs and GPU tasks.