mozilla-ai/any-agent

Health v2 · maintenance only

Adoption not part of the score

1197 stars · 95 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

any-agent is a Python library providing a single unified interface for building, serving, and evaluating AI agents across multiple agent frameworks such as Agno, Google ADK, LangChain, LlamaIndex, OpenAI Agents SDK, and smolagents. It offers framework-agnostic APIs, standardized OpenTelemetry tracing, built-in LLM-as-a-judge evaluation, and serving via A2A or MCP protocols.

Use cases

• switch between agent frameworks with a single parameter change
• evaluate agent performance with llm-as-a-judge
• get unified opentelemetry traces across agent frameworks
• serve an agent via a2a or mcp protocol
• use an agent as a tool for other agents
• compare agent frameworks under one api
• build a first ai agent without locking into one framework

When to choose

• you need to run or evaluate agents across multiple frameworks under one API
• you want standardized tracing and evaluation tooling for agents
• you need to serve agents via A2A or MCP and compose them as tools

When to avoid

• you only need a minimal core agent loop - use mozilla-ai-tinyagent instead
• you are starting a new project - the project is in soft deprecation with no new features planned
• you are committed to a single agent framework and don't need cross-framework abstraction

Facets

library · maturity maintenance

agent-framework llm-inference mcp tracing testing large-language-models artificial-intelligence developer-tools python cross-platform agent-evaluation a2a multi-framework llm-as-a-judge opentelemetry soft-deprecated ai-agents

Member repositories

For agents

markdown · JSON · MCP: product_card(name="mozilla-ai/any-agent")