AIMock - mock everything your AI app talks to
One package, one port, zero deps to fake LLM APIs, MCP servers, A2A, AG-UI, vector DBs, and search backends in tests.
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10 saved librarys.
M-flow - relevance-first agent memory
Memory layer for agents that surfaces relevant context instead of just similar embeddings. Episodic plus long-term memory backed by a knowledge graph.
AgentScript - schema-driven agent orchestration language
Open language from Salesforce for declaring agent orchestration: tools, handoffs, guardrails, and stop conditions. Runtime-agnostic config.
claude-code-java - embeddable Claude Code engine
AI-agent engine for Java apps. CLI plus REST API that wraps the Claude Code execution model so you can drop it into any JVM service.
ESP-Claw - AI agent framework for IoT
Espressif's chat-coding agent framework for ESP32 devices. Brings tool-calling LLM agents to embedded targets with C-level memory budgets.
AgentKit - multi-agent networks in TypeScript
Inngest's framework for multi-agent networks with deterministic routing and MCP-native tooling. Picks up where the LangGraph/CrewAI camps trail off.
any-llm - one interface for every LLM provider
Mozilla AI's unified Python client for OpenAI, Anthropic, Google, Mistral, and friends. Swap providers without rewriting a single call site.
ADK-JS - Google's agent dev kit for TypeScript
Code-first toolkit for building, evaluating, and deploying agents on Google's stack. Tool wiring, traces, and eval harness in one package.
Golf - production MCP server framework
Build, deploy, and scale MCP servers with auth, observability, debugging, telemetry, and a runtime baked in. Skips the per-server boilerplate.
dingo - Result types and pattern matching for Go
Meta-language that compiles to standard Go but adds Result types, the `?` error operator, and pattern matching. Keeps full ecosystem compatibility.