"Using npx to run tools directly without requiring an API" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Read your microservice catalog: MICROSERVICE.md files, contracts, and who depends on what.Read your microservice catalog: MICROSERVICE.md files, contracts, and who depends on what. What you can do: - Implement a service from its spec and contracts - Call or consume another service using its real contract - Check the impact of changing an endpoint or event before you make the change - Find a service in your catalog, or resolve it from the Catalog ID line in a repo's MICROSERVICE.md A microservice.md account is required.
30+ deterministic dev and delivery tools: linting, metrics, diagrams, model advice, AI-text checks.
An automated first pass over your architecture: structured intake in, verdict report out — every finding cited to its rule, an improvement map, and a plain NOT ASSESSED list of what was not examined. US$99 one-time; human-led tiers above it — Verified at US$749 and a Deep Dive (Principal Review) at US$5,000 cover adjudication and live-evidence work.
Turn Mermaid or an indented outline into an editable flowchart link. Completely free, no API key.
Human-agent interface for projects: you prioritize and decide, your AI agents execute. Over MCP.
Turn calls and notes into process flow diagrams in Claude, ChatGPT, VS Code, Cursor, and Teams.
Lint and diff DESIGN.md files with the official Google linter, or write one from a web page.
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/.
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.
Write product documentation to share with your whole team, including testable specifications.
Free BPMN 2.0 validator: send BPMN XML, get errors and warnings. Anonymous, nothing stored.
Turns SQL CREATE TABLE statements into an entity relationship diagram you can print.
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
Spec-driven development MCP server: 8 phases, bi-directional traceability, 7 quality gates.
Evidence-first architecture workbench: 48 deterministic tools, 10 architect personas, any cloud
AI visibility audits, llms.txt and schema generators, instant quotes, missed-call and ROI tools.
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.
Project management methodology graph: route planning, stage-gate decisions and plan checks.
Idea to buildable dApp spec
Create and edit collaborative architecture diagrams with any AI assistant using the Trident 2D DSL.
AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images
Provides UX capabilities to enhance the design output and understanding of AI systems.
Interactive AI architect for Spec-Driven Development (SDD). Interviews developers and manages structured 4-file spec bundles (constitution.md, requirements.md, solution.md, tasks.md) with 31 tools for Cursor, Claude Code, and Windsurf.
Immutable agent diagrams: create, edit, validate and render versioned diagrams over MCP.
MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible AI.
Commission a multi-model AI spec committee from your agent; get rubric-scored, build-ready specs.
Create and edit architecture diagrams from your AI agent; get an SVG and a live editable canvas.
Analyze a tech decision for your team's context: a pick, the risks, re-weightable scores and an ADR.
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…
MCP gateway with 10 tools for code analysis, architecture, package audit & security.
AI data-center design engine: size, validate & lay out Rubin-era data centers. Korea live.
EN Diagram — structural verification for concurrent systems. Pure math, no AI.
A connected canvas for the builders of the next era.
Turn a typed idea into a PRD, research, brand kit, tech design, roadmap and a Jira board.
Create, edit, save and export native flowcharts through OAuth with your FlowchartAI account.
Create and update saved Excalidraw diagrams through MCP. In MCP Apps hosts, view an interactive canvas, edit fullscreen, and save your work. OAuth with Google sign-in; English and Simplified Chinese. Website: https://draw.404040.net/
Evidence-backed architecture-quality analysis for Python agent applications.
Your coding agent reads your team's architectural decisions and what happened when they shipped.
Flowcharts that people and agents edit together on one live canvas, exported as Mermaid.
Draw40 is an independent diagram workspace with an interactive MCP Apps canvas. OAuth sign-in.
