"A guide for reducing token count in AI requests" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Simulate AWS, Azure, GCP, OCI, and DigitalOcean architectures without deploying real infrastructure. AI agents can model cost, latency, and error rates, run failure and chaos scenarios, and compare designs before provisioning. Nine demo tools work with no key; add a Cloud World Model API key (x-api-key header or Authorization: Bearer) to unlock all 62 tools.
Render Mermaid with Line9 layout in your assistant.
Search thousands of B2B conferences, see every speaker and sponsor, look up where a company speaks or sponsors, and rank events by fit with the people you sell to.
Vedic and Western astrology for AI agents: charts, dasha, matchmaking, panchanga, numerology, tarot.
Patterns for designing and reviewing AI skills, agents, and multi-agent workflows. Find guidance on context economy, delegation, verification, and tool design; inspect claims, worked examples, maturity labels, and source references. Five read-only tools let agents discover relevant patterns, compare concise cards, read specific sections, and explore relationships. Hosted Streamable HTTP at https://agentic-atlas.dev/mcp/ — no installation, account, or API key required. Browse the atlas at https://agentic-atlas.dev/.
Create and edit flowcharts, mind maps, wireframes, and docs in Whimsical, or search your workspace.
Create diagrams in chat, rendered as live interactive draw.io diagrams. 10,000+ searchable shapes.
Draw Hola Cloud gives AI agents a visual canvas for creating and sharing diagrams. Through a simple MCP interface, agents can draw architecture diagrams, system designs, workflows, sequence diagrams, flowcharts, infrastructure layouts, and other visual explanations using shapes, connectors, text, icons, and images. The server lets an AI build a complete diagram programmatically and return a shareable Draw Hola Cloud URL that can be opened in the browser, edited, presented, or shared with others.
Architecture docs and patterns for NestJS + Nuxt full-stack apps
Create workflow, sequence, architecture, and mind map diagrams via AI assistants.
Read consulting services and search public architecture consulting documents in English or German.
Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.
SysML block count, body discarded
UML XMI packagedElement count, markup discarded
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL.
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.
Design spec + milestones AI coding agents read before building; drift flagged, changes reviewed.
Read-only, source-backed compatibility lookups and approved changes for ResolveMesh's catalog.
AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
