"Designing a memory system for persona-based agents to improve user experience" matching MCP connectors:
Matching Connector Tools:
DXF and PDF/X-4 for AI agents: structured facts, PNG renders, an interactive in-chat viewer.
AI-native diagrams for data architecture. Your agent generates, edits, and exports real diagrams (tables with typed columns, pipelines, column-level lineage, 2,000+ real tool icons) and the PNG comes back in the chat. Works from Claude, Cursor, VS Code, Gemini CLI, or any MCP client. API key from datadef.io/settings/mcp, 7-day free trial included.
A complete color workflow over MCP: mix, convert, harmonize, measure, and remember palettes.
Design references for coding agents: real product screens, sections and decoded design tokens.
rnv-color-mcp, a hosted color-workflow MCP server (Python, Streamable HTTP). Tools: mix (including Kubelka-Munk paint physics), convert between formats, generate harmonies, transform text case, and save/list/get named palettes. It resolves hex / CSS / custom brand color names and refuses unknown colors rather than guessing.
Score any URL against a real design contract — 40 checks, A-F grade, token + motion validation.
Icons for agentic development: search & fetch 366,000+ open-source icons as SVG/PNG. No API key.
Design review for UI code: 291 rules, scored 0-100 with fixes and git-applyable patches.
Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.
Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.
Build a landing page from a short brief in your IDE chat and deploy it to Layero — 5 design systems × 6 structures, form submissions wired to Telegram or Google Sheets. Servers and CDN inside Russia, so pages load fast for Russian users without a VPN. Works in Claude Code, Cursor and Codex. Not to be confused with Layer0 / Edgio, or with layero.com — unrelated products.
Opens, inspects, and renders DXF/CAD drawings for AI agents: describe_dxf returns structured facts (layers with actual drawn colors, units, bounds, text content) and render_dxf returns PNG images. On MCP Apps hosts like ChatGPT and Claude, view_dxf opens an interactive in-chat viewer with pan, zoom, and layer toggles.
Real-time collaborative whiteboard — AI agents and humans edit the same board live over MCP.
Generate deterministic placeholder image URLs and packs for docs, staging, testing, and AI agents.
Create and edit architecture diagrams from your AI agent; get an SVG and a live editable canvas.
Gives AI agents live design-system knowledge: real @marmoui/ui React component APIs, composition patterns, and review_generated_code validation — so agents build working dashboards instead of hallucinating props. Free hosted tier, no signup.
Live React design-system APIs, patterns, and code validation so AI agents build real UI, not slop.
x402-paid tools: text to 3D-printable STL, web search, and search+read. USDC on Base.
Anti-slop design taste for AI coding agents: art directions, section code, 0-100 page critic.