Open-Source AI Agent Projects Found Today: June 11, 2026
Today's discovery pass adds projects across local model serving, asynchronous coding agents, agent memory, NotebookLM skills, MCP extraction, evaluations, and agent-team bots.
Today's open-source agent discovery pass found useful additions in every OpenAgent category. The pattern is practical: local model runtimes, asynchronous coding agents, sidecar memory, research skills, MCP extraction, evaluation platforms, and agent-team bot systems.
Today's additions
| Category | Project | Why it matters |
|---|---|---|
| Models | Rapid-MLX | Apple Silicon local AI engine with OpenAI-compatible API and tool calling |
| Agents | Open SWE | LangChain's open-source asynchronous coding agent |
| Memory systems | Mnemo Cortex | Memory coprocessor for AI agents with persistent semantic recall |
| Skills | notebooklm-py | Unofficial NotebookLM API and agentic skill for research workflows |
| Plugins | AgentQL MCP | MCP server for structured web data extraction via AgentQL |
| Tools | Future AGI | Self-hostable platform for evals, tracing, simulations, datasets, gateway, and guardrails |
| Bots | Wegent | AI-native operating system for organizing and running agent teams |
What stood out
The strongest projects today are infrastructure pieces rather than generic wrappers. Rapid-MLX improves the local model layer, Open SWE tackles asynchronous software work, Mnemo Cortex adds a memory coprocessor, and AgentQL MCP gives agents a cleaner web extraction tool surface.
How to evaluate this batch
For Rapid-MLX, test tool-call compatibility and latency on your own Apple Silicon device. For Open SWE, start with a low-risk repository task and require code review. For Mnemo Cortex, compare recall quality across repeated agent sessions. For notebooklm-py, remember that it is unofficial and validate compatibility. For AgentQL MCP, begin with non-sensitive web pages. For Future AGI, instrument one agent path before adding dashboards. For Wegent, test a small agent team before expanding roles.