Builds sophisticated AI agents with integrated memory, deterministic workflows, RAG, and MCP support using the Mastra TypeScript framework.
Install and configure the MATLAB Agentic Toolkit — detect MATLAB, install the MCP server, register with your AI coding agent, and verify…
MCP server standardization patterns for Claude Code plugins.
Interactive MCP visual output via @json-render/mcp: upgrade plain JSON tool responses to dashboards rendered in sandboxed iframes inside…
Use for persistent semantic memory in agent systems: cross-session retention, entity tracking, temporal validity, graph or vector…
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator
Privileged applier that LANDS meta-optimize / corpus-audit patches the user approved, with a fresh landing review and human approval.
Microsoft 365 Agents SDK for .NET. Build multichannel agents for Teams/M365/Copilot Studio with ASP.NET Core hosting, AgentApplication…
Expert knowledge for Microsoft Foundry Local (aka Azure AI Foundry Local) development including best practices, decision making…
Migrate existing CLAUDE.md full-injection to the AIWG.md hook file architecture
Migrate the .aiwg/ directory from single-framework layout to the multi-framework layout with an automatic backup
Add an Agent roster entry to the active Mission agents.md.
Open a Squad Lead Pane for a new Agent Team Mission without generating Mission files.
Automate Mistral AI operations -- manage files and libraries, upload documents for fine-tuning, batch processing, and OCR, track…
Inspect or change Babysitter model-routing policy by phase.
CRITICAL: Use for MolyKit AI chat toolkit.
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration.
Use when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, or parallel…
Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking.
Coordinating text, image, voice, and tool-use modalities in a single interaction.
One-time setup — mint a Cognitum Music personal access token and register the cogmusic MCP server with Claude Code