Without visual judgmentGeneric flowchart
Cloud costs↓
Review spend↓
Take action↓
Reduce cost
It draws the topic. It does not reveal the decision.
Turn messy context into the right visual—not another wall of text or boxes-and-arrows diagram.
17 private local diagrams · your approved brand profile · source-editable HTML & SVG
Most agents turn every situation into prose—or the same rounded boxes and arrows. Diagrams for Agents reads the decision hiding inside the context, chooses a fitting visual form, then applies structure, evidence, and your brand.
“AWS cost increased 37%. RDS caused 48% of the increase, idle EKS nodes 31%, NAT traffic 14%, and other costs 7%. Engineering can address EKS now; the database team owns RDS.”
It draws the topic. It does not reveal the decision.
The visual exposes contribution, owner, and the next intervention at a glance.
Include concrete facts such as actors, steps, comparisons, dependencies, trade-offs, or numbers. If the context is too thin, we'll ask for more instead of forcing a bad visual.
Diagrams for Agents is an API and an MCP server. Your app or agent sends the situation in plain language; you get back a validated VisualPayload plus a hosted render link with SVG and PNG downloads. Local Mode can also carry an approved brand profile and decision brief, so the artifact looks native to the work around it. No diagram service to run.
# Try without a key. Add Authorization for 25 renders/day.
curl -X POST https://diagramsforagents.pragmaticleaders.io/api/v1/render \
-H "Content-Type: application/json" \
-d '{ "context": "Fintech: partner-led instant KYC, lower CAC,
no licence, short runway, UPI rails opening,
RBI tightening",
"intent": "strategic options" }' # intent optional
# → { "ok": true, "framework": "swot", "payload": {…} }Describe a situation in plain words and Diagrams for Agents chooses a production-supported visual family or syntax engine—from a boardroom SWOT to a microservice map. You can still name the format when you want control.
The open skill is the distribution surface. Verified MCP is the dependable intelligence layer for broader, higher-stakes, or product-integrated work.
Install the skill, keep the source on your machine, and create a branded artifact your team can inspect and edit.
Send messy context when you want the hosted system to select from the broader catalogue, validate the structure, and return a stable application contract.
The rule: open the taste, primitives, artifacts, and brand contract. Keep broad automatic judgment, hosted validation, renderer operations, and API reliability MCP-driven.
A 341-framework reference ontology across 12 disciplines helps Diagrams for Agents recognize the job. It renders the result through 35 supported visual families and 9 confirmed engines today.
Anyone can turn a prompt into boxes. Diagrams for Agents turns messy context into the correct framework, filled and verified.
SWOT, Porter, RACI, funnels, journey maps, flowcharts, UML, ER diagrams, charts, timelines and more. It reads your context and picks the fit, so you don't have to name it.
A validation gate rejects empty or malformed output and retries. Business-framework items need an exact supporting quote from your prompt. No "Strength 1", no "lorem ipsum", no invented SWOT threat.
Core structured families render natively and technical diagrams use a confirmed engine set. The hosted viewer provides SVG and PNG downloads; the API also preserves the structured payload.
Every one of these came from a single plain-English prompt. The kind of diagram that normally takes a consultant, a template, and an afternoon.
Install the local skill for private diagrams, or try the hosted engine before integrating the API.