The real catalog of tools for AI agents

Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

Math & statistics graphing, computation, visualization, and validation engine

Let coding agents draw charts, diagrams, 3D, molecules and animated topologies as PNGs or live pages

Generate cloud architecture diagrams, flowcharts, and sequence diagrams.

An MCP server that provides visual memory and context storage with knowledge graph capabilities

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.

Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI

Search and read ~95,000 interactive concept diagrams that explain how things work — visually.

Every UniFi Network API operation, plus drift detection, topology, and rule prediction no other

Reference for multi-agent LLM topologies: patterns, aliases, sources, starters; one gated report.

MCP server for interactive visualizations: tables, images, trees, lists, master-detail

Generate and edit AWS, Azure, GCP and Kubernetes architecture diagrams as editable draw.io files.

Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and project metrics.

Agent Pay and planning graph for stablecoin commerce.

Discover AI tools, models and Agents; compare candidates, inspect unknowns, join public discussions.

Visual AI for strategic thinking — SWOT, flowcharts, mindmaps, Gantt diagrams as polished SVG.

End-to-end agent-managed company brain. Docs, diagrams, plans, databases, agents, Knowledge Graph.

Local-first MCP server for PlantUML and Mermaid diagrams with drift detection.

Saves the diagrams your AI draws and gives you a link to share. Edits update the same link.