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522,293 tools. Updated 2026-09-06 12:44

"Cisco" matching MCP tools:

  • Estimate the credits required to run a Disco analysis. Returns `required_credits` for public (always 0) and private, with private split by whether LLMs are enabled (use_llms=False is faster, use_llms=True adds smarter preprocessing, literature context and a written summary). Also returns per-visibility depth caps and accepted file formats. No authentication required — when an API key is supplied, also returns the caller's available credits. Call this before discovery_analyze whenever cost or feasibility is unclear. Args: file_size_mb: Size of the dataset in megabytes. num_columns: Number of columns in the dataset. analysis_depth: Search depth (1=fast, higher=deeper). Used to compute the private-run cost. Default 2. api_key: Disco API key (disco_...). Optional. When provided, the response includes `account.available_credits`.
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  • Run Disco on tabular data to find novel, statistically validated patterns. This is NOT another data analyst — it's a discovery pipeline that systematically searches for feature interactions, subgroup effects, and conditional relationships nobody thought to look for, then validates each on hold-out data with FDR-corrected p-values and checks novelty against academic literature. This is a long-running operation. Returns a run_id immediately. Use discovery_status to poll and discovery_get_results to fetch completed results. Use this when you need to go beyond answering questions about data and start finding things nobody thought to ask. Do NOT use this for summary statistics, visualization, or SQL queries. Public runs are free but results are published. Private runs cost credits. Call discovery_estimate first to check cost. Private report URLs require sign-in — tell the user to sign in at the dashboard with the same email address used to create the account (email code, no password needed). Call discovery_upload first to upload your file, then pass the returned file_ref here. Args: target_column: The column to analyze — what drives it, beyond what's obvious. file_ref: The file reference returned by discovery_upload. analysis_depth: Search depth (1=fast, higher=deeper). Default 1. visibility: "public" (free) or "private" (costs credits). Default "public". title: Optional title for the analysis. description: Optional description of the dataset. excluded_columns: Optional JSON array of column names to exclude from analysis. column_descriptions: Optional JSON object mapping column names to descriptions. Significantly improves pattern explanations — always provide if column names are non-obvious (e.g. {"col_7": "patient age", "feat_a": "blood pressure"}). author: Optional author name for the report. source_url: Optional source URL for the dataset. use_llms: Slower and more expensive, but you get smarter pre-processing, summary page, literature context and pattern novelty assessment. Only applies to private runs — public runs always use LLMs. Default false. api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.
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  • Get a new API key for an existing Disco account. Sends a 6-digit verification code to the email address. Call discovery_login_verify with the code to receive a new API key. Use this when you need an API key for an account that already exists (e.g. the key was lost or this is a new agent session). Returns 404 if no account exists with this email — use discovery_signup instead. Args: email: Email address of the existing account.
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  • Upload a dataset file and return a file reference for use with discovery_analyze. Call this before discovery_analyze. Pass the returned result directly to discovery_analyze as the file_ref argument. Provide exactly one of: file_url, file_path, or file_content. Args: file_url: A publicly accessible http/https URL. The server downloads it directly. Best option for remote datasets. file_path: Absolute path to a local file. Only works when running the MCP server locally (not the hosted version). Streams the file directly — no size limit. file_content: File contents, base64-encoded. For small files when a URL or path isn't available. Limited by the model's context window. file_name: Filename with extension (e.g. "data.csv"), for format detection. Only used with file_content. Default: "data.csv". api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.
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  • Check the status of a Disco run. Returns current status and progress details: - status: "pending" | "processing" | "completed" | "failed" - job_status: underlying job queue status - queue_position: position in queue when pending (1 = next up) - current_step: active pipeline step (preprocessing, training, interpreting, reporting) - estimated_wait_seconds: estimated queue wait time in seconds (pending only) Poll this after calling discovery_analyze. Use discovery_get_results to fetch full results once status is "completed". Args: run_id: The run ID returned by discovery_analyze. api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.
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  • Fetch the full results of a completed Disco run. Returns discovered patterns (with conditions, p-values, novelty scores, citations), feature importance scores, a summary with key insights, column statistics, and suggestions for what to explore next. The response includes a `dashboard_urls` object with direct links to each page of the interactive report — use these to direct the user to the most relevant view: - **summary**: AI-generated overview with key insights, novel findings, and plain-language explanation of the most important findings - **patterns**: Full list of discovered patterns with conditions, effect sizes, p-values, novelty scores, citations, and interactive visualizations - **features**: Feature importances, feature statistics and distribution plots, and correlation matrix - **territory**: Interactive 3D map showing how patterns select different regions of the data Only call this after discovery_status returns "completed". Args: run_id: The run ID returned by discovery_analyze. api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.
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Matching MCP Servers

  • F
    license
    A
    quality
    B
    maintenance
    Enables LLMs to run read-only show commands on Cisco IOS/IOS-XE and Nexus switches over SSH, with a two-account model for privilege separation and a fail-closed allowlist for safety.
    25
    -
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for Cisco Umbrella that enables querying DNS/proxy/firewall/AMP activity reports, roaming computers, app discovery data, and managed provider customer/console information via the classic Umbrella REST API v2.
    10
    Apache 2.0

Matching MCP Connectors

  • Complete Disco signup using an email verification code. Call this after discovery_signup returns {"status": "verification_required"}. The user receives a 6-digit code by email — pass it here along with the same email address used in discovery_signup. Returns an API key on success. Args: email: Email address used in the discovery_signup call. code: 6-digit verification code from the email.
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  • The official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them. Covers capability requests like "find an MCP that does X", "consulta um CPF", "is there a tool for Y". Core flow: action=search discovers MCPs by intent → describe returns one MCP's full profile (every tool with its id + params, pricing, auth) so you pick the right tool_id → invoke RUNS that tool. KEY: invoke works even when the MCP is NOT installed — it runs the tool pontualmente (one-off), without adding the MCP to the toolkit and without bloating the tool list. If the MCP needs a credential/login, invoke returns a connect link; if it is paid and the wallet is empty, invoke returns a checkout/top-up link (the user opens it, then you retry). Use install only to make an MCP PERMANENT in the active toolkit (its tools then show up natively in future sessions); prefer invoke for a single/occasional use. list_tools lists what is callable right now. subscribe/cancel handle per-MCP billing; report_bug sends feedback; request_mcp asks us to build a NEW MCP when nothing fits. Search/describe flag installed_in_toolkit vs installed_in_workspace. Writes (install/uninstall/subscribe/cancel and the one-off install behind invoke) require workspace owner/admin. It also carries the mcp.ai PROMPT LIBRARY, which is about ready-made prompt TEXT rather than MCPs: search_prompts finds one, get_prompt returns its full text with {{variables}} filled, and publish_prompt saves a prompt and returns a shareable mcp.ai/p/<slug> link that opens without login.
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  • [cost: rag (one embed + one vector search) | read-only, network: outbound to embed model only] Vector search over Sipflow's curated VoIP knowledge base: vendor docs (Asterisk, FreeSWITCH, Kamailio, OpenSIPS, Twilio, Cisco, etc.), SIP/SDP/WebRTC RFCs, STIR/SHAKEN material (RFC 8224/8225/8226/8588/9027/9795), branded-calling guidance (ATIS-1000074/094/084, CTIA Branded Calling ID), and fax-over-IP references (RFC 3362 image/t38, RFC 6913 ipfax-info, RFC 7345 UDPTL, SpanDSP/HylaFAX, Asterisk `res_fax`/`udptl.conf`, FreeSWITCH `mod_spandsp`/`t38_gateway`, Cisco CUBE T.38). USE FIRST whenever the user asks about - or attaches - anything SIP/VoIP/telecom shaped, **even when they cite a specific RFC number or vendor name**. The corpus has the current text and your training data may not. Trigger conditions: vendor configs (kamailio.cfg, sip.conf, pjsip.conf, FreeSWITCH XML profile, opensips.cfg, `res_fax.conf` / `udptl.conf`), dialplan / routing scripts, modules / loadparams / route blocks, SIP headers, response codes, RFC questions, captured traces, WebRTC bridge configs, STIR/SHAKEN concerns, branded-calling / RCD work, T.38 / T.30 fax decoding or reinvite failures. Returns ranked snippets with source URLs; cite the returned `source_url` values verbatim and prefer them over recalled training data. Examples of when to use: - "does this kamailio.cfg look standard for WebRTC + SIP users?" - "why would Asterisk PJSIP reject this re-INVITE?" - "what does Kamailio's loose_route() do? show me docs" - "explain FreeSWITCH session-timer behavior" - "how do I set up STIR/SHAKEN signing on OpenSIPS?" - "what does ATIS-1000074 say about A-level attestation?" - "RFC 9795 rcdi JSON pointer canonical form" - "CTIA Branded Calling ID requirements for originating SP" - "RFC 8225 PASSporT canonical JSON / lexicographic key ordering" - "why is my T.38 reinvite getting 488 from a Cisco CUBE?" - "Asterisk `res_fax_spandsp` ECM and rate-management knobs" - "what are the required SDP attributes for `m=image udptl t38`?" Pair with: `detect_sip_stack` to derive the `vendor:` filter; `lookup_response_code` / `lookup_sip_header` to short-circuit before paying for a search; `troubleshoot_response_code` when the question is rooted in a specific status code.
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  • List available Disco plans with pricing. No authentication required. Returns all available subscription tiers with credit allowances and pricing. Use this to help users choose a plan.
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  • Create a Disco account and get an API key. Provide an email address to start the signup flow. If email verification is required, returns {"status": "verification_required"} — the user will receive a 6-digit code by email, then call discovery_signup_verify to complete signup and receive the API key. The free tier (10 credits/month, unlimited public runs) is active immediately. No authentication required. Returns 409 if the email is already registered. Args: email: Email address for the new account. name: Display name (optional — defaults to email local part).
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  • Attach a Stripe payment method to your Disco account. The payment method must be tokenized via Stripe's API first — card details never touch Disco's servers. Required before purchasing credits or subscribing to a paid plan. To tokenize a card, call Stripe's API directly: POST https://api.stripe.com/v1/payment_methods with the stripe_publishable_key from your account info. Args: payment_method_id: Stripe payment method ID (pm_...) from Stripe's API. api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.
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  • Literal substring search over captured request text: URL path, request body, request headers and event summary. Use for: 'find attacks targeting /wp-admin', 'find requests with this user agent string', 'what payloads hit port 80 last week'. It matches text that literally appeared in the request, and nothing else. These do NOT work and will return an empty list: - a CVE id ('CVE-2024-4577'), which is our tag for a pattern, never payload text. Use cve_lookup instead. This tool rejects them rather than answering emptily. - a product or vendor name ('Cisco FMC', '7-Zip'), which appears in an advisory, not in the request. Search the endpoint it exposes instead, e.g. '/ccmadmin' or the vulnerable path. - a description of behaviour ('SQL injection attempts'). Search a marker that occurs in the traffic, e.g. 'UNION SELECT' or '../'. An empty list is a real answer: it means no captured request in that window contained the string. Widen since/until before concluding the activity does not exist. Free to call; volume is metered like every other tool. since/until are ISO-8601 UTC strings.
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  • [cost: rag (one embed + one vector search) | read-only, network: outbound to embed model only | rate-limited per IP] Like `lookup_response_code` but augmented: returns the static RFC entry PLUS the top vendor-specific RAG hits for the exact code (and any free-text context the user pasted). When the static entry carries known vendor-specific reason-phrase variants (e.g. 484 + opensips → 'Invalid FROM' from `parse_from.c`), those phrases are folded into the embed query so the right vendor docs surface. Use when the user asks 'why did <vendor> reject this with <code>?' and you want vendor-grounded common causes, not just the RFC text. Especially helpful for fax-rejection paths - 488 / 415 / 606 on a T.38 reinvite (`m=image udptl t38`) is one of the most common 488 variants and the tool surfaces FreeSWITCH `mod_spandsp` / Cisco CUBE / AudioCodes T.38 docs alongside the RFC text. Pair with: `lookup_response_code` first (cheaper); `lint_sip_request` when the code is 4xx and they have the offending request; `compare_sdp_offer_answer` for 488/415 caused by a T.38 reinvite SDP mismatch; `validate_stir_shaken_identity` when the code is 438; `stir_attestation_explainer` for STIR-shaped codes (428/436/437/438/608); `dns_diagnose_sip_target` when the code is 503 / 408 and routing is suspect.
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  • Complete login and receive a new API key. Call this after discovery_login returns {"status": "verification_required"}. The user receives a 6-digit code by email — pass it here along with the same email address. Returns a new API key on success. Args: email: Email address used in the discovery_login call. code: 6-digit verification code from the email.
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  • Search the draw.io shape library by keywords. Returns matching shapes with their exact style strings, dimensions, and titles. Covers ~10,000 built-in stencils (cloud architecture, network topology, P&ID, electrical, Cisco, Kubernetes, BPMN) and, when those are sparse, supplements results with the draw.io icon service (brand/product logos and general-purpose concept icons, e.g. 'react', 'slack', 'shopping cart', 'solar panel'). Use ONLY for diagrams that need industry-specific, branded, or pictorial icons. Do NOT use for standard diagram types like flowcharts, UML, ERD, org charts, or mind maps — these use basic geometric shapes (rectangles, diamonds, circles, cylinders) that are already covered in the XML reference. Also skip if the user asks to use basic/simple shapes or says not to search. The style string from the results can be used directly in mxCell style attributes.
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  • [cost: free (pure CPU, no network) | read-only] Diff a SIP/SDP offer and answer and surface the issues that actually break calls in practice: codec intersection per m-line, direction compatibility (sendrecv ↔ recvonly), DTLS setup-role conflicts (active+active / passive+passive), rtcp-mux / BUNDLE asymmetry, missing DTLS fingerprints when DTLS-SRTP is negotiated, ICE asymmetry, and fax reinvite mismatches (e.g. offer `m=image udptl t38` answered with audio-only, or `T38FaxVersion` / `T38FaxMaxBuffer` / `T38FaxRateManagement` drift). Use when the user has both halves of a negotiation and is debugging 488 Not Acceptable Here, no-audio, one-way-audio, or a failed T.38 reinvite (488 / 415 / 606 on a `m=image` offer). Pair with: `parse_sdp` to inspect either side in isolation; `search_sip_docs(vendor=...)` to ground vendor-specific fixes (FreeSWITCH `mod_spandsp`, Cisco CUBE `fax protocol t38`); `lookup_response_code(488)` for the static SIP-side context.
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  • Purchase Disco credit packs using a stored payment method. Credits cost $0.10 each, sold in packs of 100 ($10/pack). Credits are used for private analyses (public analyses are free). Requires a payment method on file — use discovery_add_payment_method first. Args: packs: Number of 100-credit packs to purchase. Default 1. api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.
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  • MCP.AI for IDE agents (Cursor, etc.): log in in the browser, copy the access token. Best: add it to this server's config as a header `Authorization: Bearer <token>` for a permanent, non-expiring connection. Or paste it here for a session-only login: call with { token: "<jwt>" } after the user pastes, or with no args to get the link.
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  • [cost: free (pure CPU, no network) | read-only] Identify the SIP product behind a piece of input. Works on both: - a SIP trace (User-Agent / Server headers from PCAP/sngrep/syslog), and - a vendor config blob (kamailio.cfg, sip.conf, pjsip.conf, FreeSWITCH XML, opensips.cfg) detected via structural signatures (loadmodule, route blocks, [transport-*] sections, <profile name=>, etc.). Returns a vendor slug (e.g. "kamailio", "freeswitch", "asterisk", "twilio", "cisco-cube") aligned with the `vendor` filter on `search_sip_docs`, so you can pipe the output of this tool directly into a follow-up doc search. Pair with: `search_sip_docs(vendor=<slug>, ...)` for grounded vendor docs; `review_sip_config` when the input is a config and you also want extracted modules + risk flags; `troubleshoot_response_code(vendorHint=<slug>, ...)` when chasing a status code.
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  • Creates and displays an interactive draw.io diagram. Accepts either draw.io XML or Mermaid.js syntax — provide exactly one. **Format decision — this is the first thing to settle before you write anything:** if the diagram type appears on the Mermaid list below, use `mermaid`. Only use `xml` when the diagram type isn't on that list (UI mockups, floorplans, cloud/network/electrical architecture with stencils, hand-placed UML, etc.) or when the user has explicitly asked for draw.io XML. **Use Mermaid** for the following diagram types (all rendered natively, no upstream mermaid runtime): - flowchart / graph (TD, LR, …) - sequenceDiagram - classDiagram - stateDiagram / stateDiagram-v2 - erDiagram - gantt - pie - journey (user-journey) - gitGraph - mindmap - timeline - quadrantChart - xychart-beta - sankey-beta - requirementDiagram - C4Context / C4Container / C4Component - block-beta - architecture-beta - packet-beta - kanban - radar-beta - treemap-beta - treeview-beta (draw.io-specific) - venn (draw.io-specific) — syntax: `venn` then `set A ["Label"]` for each set, `union A,B` for declared overlaps (informational), and `text A` / `text A,B` followed by `["Region label"]` for text inside a region. Do NOT use `A AND B[...]` or `A["..."]` shorthand — those lines are ignored. - ishikawa (draw.io-specific) - zenuml **Strong default: use Mermaid for every diagram type on that list above.** Mermaid is simpler, more reliable, and the native Mermaid layout handles positioning and routing for you. For a flowchart, state diagram, sequence, ER, class, gantt, gitGraph, mindmap, etc. — reach for the `mermaid` parameter, not `xml`. Do not default to XML for flowcharts. **Use XML** when the diagram type isn't on the Mermaid list above OR when the user explicitly asks for XML / draw.io format. Typical cases where XML is the right choice: - **UI mockups / wireframes / screen designs** — buttons, form fields, sidebars, modal dialogs (`shape=mxgraph.bootstrap.*`, `shape=mxgraph.ios.*`, `shape=mxgraph.android.*`) - **Floor plans / seating charts / room layouts** — rooms, doors, furniture (`shape=mxgraph.floorplan.*`) - **Cloud architecture** with AWS / Azure / GCP / Kubernetes icons (`shape=mxgraph.aws4.*`, `shape=mxgraph.azure.*`, `shape=mxgraph.gcp2.*`, `shape=mxgraph.kubernetes.*`) - **Network topology** with Cisco / Rack / networking shapes (`shape=mxgraph.cisco*.*`, `shape=mxgraph.rack.*`, `shape=mxgraph.networking.*`) - **P&ID / electrical / engineering schematics** (`shape=mxgraph.pid2.*`, `shape=mxgraph.electrical.*`, `shape=mxgraph.mscae.*`) - **Swimlanes / pools** with custom colors and hand-placed contents - **UML class / component / deployment diagrams** where positioning carries meaning - **Venn diagrams, quadrant charts, concept maps** with custom regions — anything where hand-placed geometry is the point - **Any diagram requiring specific colors, fonts, stencils, or layouts** that Mermaid can't control precisely Call `search_shapes` first when you need industry icons (AWS / Azure / Cisco / P&ID / Kubernetes / floorplan / mockup / electrical) or brand logos / pictorial concept icons (e.g. 'react', 'slack', 'shopping cart') to find the correct `style` string for each shape. --- **XML reasoning discipline (applies ONLY when you chose XML — skip this whole section if you're using Mermaid):** Your job in XML is declaring logical structure — nodes, edges, labels, groupings. Follow these steps in order: (1) **Decide `postLayout` and `routing` FIRST, before writing any XML.** If the XML diagram is a flowchart, state diagram, decision tree, or any directional/hierarchical process diagram (which you should rarely be writing as XML — prefer Mermaid), you MUST pass `postLayout: "elk"` (add `direction: "horizontal"` when the flow is drawn left-to-right; it defaults to vertical). Omit `postLayout` only when the layout carries hand-crafted meaning (swimlanes, containers, architecture, UML) — the typical reason you chose XML in the first place. When `postLayout` is set, your x/y coordinates only need to express rough direction; ELK re-lays out the vertices. For those hand-placed diagrams where you omit `postLayout`, consider `routing: "libavoid"` — it leaves your positions untouched and only routes the edges around the boxes in clean right angles (set it whenever connectors would otherwise overlap or cut through shapes). Treat `postLayout` and `routing` as alternatives: ELK already routes its own edges, so if you set `postLayout: "elk"` do NOT also set `routing` (redundant); use `routing` only on a hand-placed layout where you are NOT re-laying-out with ELK. (2) Pick ONE concrete scenario on your first impulse and commit — do not pitch alternatives, do not flip-flop between approaches. (3) Use the rigid grid in the XML reference (`x = col*180 + 40`, `y = row*120 + 40`) without computing spacings, canvas dimensions, or overlap checks. (4) Never add `<Array as="points">` waypoints or `exitX/exitY/entryX/entryY` — when postLayout or routing runs it sets them; otherwise drawio's edge router handles it. (5) Do NOT narrate in your reasoning: no "building the diagram", no column enumeration, no coordinate math in prose, no coordinate re-verification after placement. Go straight to XML. **User preference override — XML only.** If the user expresses a preference for draw.io XML over Mermaid in any phrasing (examples: "no mermaid", "skip mermaid", "use xml", "I want drawio format", "stop using mermaid", "give me the xml", "native drawio only", etc.), from that point onward in the conversation you MUST use the `xml` parameter exclusively and MUST NOT use the `mermaid` parameter, even for diagram types where Mermaid would normally be preferable. This preference persists for the remainder of the conversation unless the user clearly reverses it (e.g. "mermaid is fine again"). When the preference is active, translate any diagram request — including flowcharts, sequence diagrams, ER diagrams, etc. — directly to well-formed mxGraphModel XML. When using XML: IMPORTANT — the XML must be well-formed. Do NOT include ANY XML comments (<!-- -->) in the output. # draw.io XML Reference Detailed reference for styles, edge routing, containers, layers, tags, metadata, and dark mode. Consult this when generating draw.io XML diagrams. ## Reasoning budget (read this first) Your job is to declare the **logical structure** of the diagram — what nodes exist, what edges connect them, what labels they carry, what lane/container groups them. draw.io's edge router and (when available) a post-layout pass handle routing and placement; you do **not** need to do layout math. **Do NOT** in your reasoning: - Do NOT debate the topic. The user asked for a flowchart / architecture / sequence / etc. — pick one concrete scenario on your first impulse and commit. Never write "Actually, let me think of something else…" or pitch alternatives. - Do NOT debate flat-lanes vs nested-pools, horizontal vs vertical orientation, one vs multiple variations. Pick the first reasonable option (almost always: flat swimlanes, top-down or left-right based on what fits the content). Do not flip-flop. - Do NOT compute x/y coordinates in prose. No "column spacings of 160px totaling 1840px width — that's too wide, let me tighten to 1700…" loops. Use the rigid grid below; do the arithmetic in your head and write the XML. - Do NOT re-derive drawio mechanics (`horizontal=0`, `startSize=110`, nested-lane coordinates). Use the templates below as-is. - Do NOT enumerate columns ("customer lane columns 0-10, web app 1-7"). Place a node, move on. - Do NOT add `<Array as="points">` waypoints. Edges are routed automatically. - Do NOT set `exitX` / `exitY` / `entryX` / `entryY` connection-point overrides unless you have specific geometric intent. - Do NOT verify, re-check, or adjust coordinates after placing a node. - Do NOT narrate "building the diagram / finalizing the XML / now let me…". Just emit XML. - Do NOT write out lists of node positions as planning text. Emit them as `<mxCell>` elements directly. **Do** in your reasoning: - Identify the diagram type + actors/stages (1-2 short sentences). - Identify any grouping (swimlanes? containers? none?). - Go straight to XML. **Rigid grid — use for every XML diagram:** - Column x = `col_index * 180 + 40` (col 0 = 40, col 1 = 220, col 2 = 400, …) - Row y = `row_index * 120 + 40` (row 0 = 40, row 1 = 160, row 2 = 280, …) - Node size: rectangles `140×60`, diamonds `140×80`, circles `60×60`, documents `120×80`, cylinders `100×70` Pick a `(col, row)` for each node. Don't think about centers, gaps, or overlap — ELK handles routing between rough positions. Slight misalignment is invisible in the result. ## General principles - **Use proper draw.io shapes and connectors** — choose the semantically correct shape for each element (e.g., `shape=cylinder3` for databases and tanks, `rhombus` for decisions, `shape=mxgraph.pid2valves.*` for valves in P&IDs). draw.io has extensive shape libraries; prefer domain-appropriate shapes over generic rectangles. - **Decide whether to search for shapes** — before generating a diagram, decide if it needs domain-specific shapes from draw.io's extended libraries. **Skip `search_shapes`** for standard diagram types that use basic geometric shapes: flowcharts, UML (class, sequence, state, activity), ERD, org charts, mind maps, Venn diagrams, timelines, wireframes, and any diagram using only rectangles, diamonds, circles, cylinders, and arrows. Also skip if the user explicitly asks to use basic/simple shapes or says not to search. **Use `search_shapes`** when the diagram requires industry-specific or branded icons: cloud architecture (AWS, Azure, GCP), network topology (Cisco, rack equipment), P&ID (valves, instruments, vessels), electrical/circuit diagrams, Kubernetes, BPMN with specific task types, or any domain where the user expects realistic/standardized symbols rather than labeled boxes. It also finds brand/product logos and general-purpose pictorial icons (e.g. `react`, `slack`, `shopping cart`, `solar panel`) — returned as ready-to-use `shape=image` styles — so use it too when the user asks for logos or everyday concept icons. - **Match the language of labels to the user's language** — if the user writes in German, French, Japanese, etc., all diagram labels, titles, and annotations should be in that same language. - **Group related nodes, and surface a hub when edges converge** — put nodes that belong together inside a container or swimlane, and keep external actors (users, files, third-party systems) outside implementation containers. When many edges converge on one area or cross several groups, route them through a single hub/gateway node (a registry, broker, event log, …) instead of drawing every low-level dependency across the canvas — fewer crossings, clearer contract. - **Encode secondary detail in node text, not edges** — draw an edge only when the relationship itself carries meaning; push incidental detail into the node label so the connector layer stays readable. ## Common styles **Rounded rectangle:** ```xml <mxCell id="2" value="Label" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> <mxGeometry x="100" y="100" width="120" height="60" as="geometry"/> </mxCell> ``` **Diamond (decision):** ```xml <mxCell id="3" value="Condition?" style="rhombus;whiteSpace=wrap;html=1;" vertex="1" parent="1"> <mxGeometry x="100" y="200" width="120" height="80" as="geometry"/> </mxCell> ``` **Arrow (edge):** ```xml <mxCell id="4" value="" style="edgeStyle=orthogonalEdgeStyle;html=1;" edge="1" source="2" target="3" parent="1"> <mxGeometry relative="1" as="geometry"/> </mxCell> ``` **Labeled arrow:** ```xml <mxCell id="5" value="Yes" style="edgeStyle=orthogonalEdgeStyle;html=1;" edge="1" source="3" target="6" parent="1"> <mxGeometry relative="1" as="geometry"/> </mxCell> ``` ## Style properties | Property | Values | Use for | |----------|--------|---------| | `rounded=1` | 0 or 1 | Rounded corners | | `whiteSpace=wrap` | wrap | Text wrapping | | `fillColor=#dae8fc` | Hex color | Background color | | `strokeColor=#6c8ebf` | Hex color | Border color | | `fontColor=#333333` | Hex color | Text color | | `shape=cylinder3` | shape name | Database cylinders | | `shape=mxgraph.flowchart.document` | shape name | Document shapes | | `ellipse` | style keyword | Circles/ovals | | `rhombus` | style keyword | Diamonds | | `edgeStyle=orthogonalEdgeStyle` | style keyword | Right-angle connectors | | `edgeStyle=elbowEdgeStyle` | style keyword | Elbow connectors | | `dashed=1` | 0 or 1 | Dashed lines | | `swimlane` | style keyword | Swimlane containers | | `group` | style keyword | Invisible container (pointerEvents=0) | | `container=1` | 0 or 1 | Enable container behavior on any shape | | `pointerEvents=0` | 0 or 1 | Prevent container from capturing child connections | | `html=1` | 0 or 1 | Enable HTML rendering in labels (required for `<b>`, `<br>`, `<font>`, etc.) | | `shape=umlLifeline;perimeter=lifelinePerimeter;size=16` | shape | UML sequence diagram lifeline (size = header height) | ## HTML labels **Always include `html=1` in the style** when the `value` attribute contains any HTML tags (`<b>`, `<br>`, `<font>`, `<i>`, `<u>`, `<hr>`, `<p>`, `<table>`, etc.). Without `html=1`, HTML tags are displayed as literal text instead of being rendered. HTML in attribute values must be **XML-escaped**: `<` → `&lt;`, `>` → `&gt;`, `&` → `&amp;`, `"` → `&quot;` ```xml <mxCell value="&lt;b&gt;Title&lt;/b&gt;&lt;br&gt;Description" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> <mxGeometry x="100" y="100" width="120" height="60" as="geometry"/> </mxCell> ``` **Line breaks:** Use `&#xa;` (works with both `html=1` and `html=0`) or `&lt;br&gt;` (requires `html=1`) for line breaks — never use `\n`, which renders as literal backslash-n text instead of a newline. **Best practice:** Always include `html=1` in every cell style. This ensures labels render correctly whether they contain HTML or plain text — plain text is unaffected by the flag. **Bold/italic/underline:** Use `fontStyle` in the style string when the entire label should be bold (`fontStyle=1`), italic (`fontStyle=2`), or underline (`fontStyle=4`). Values can be combined via bitwise OR (e.g., `fontStyle=3` = bold+italic). Use HTML tags (`<b>`, `<i>`, `<u>`) only when formatting part of the label (e.g., bold title with normal description). Never combine `fontStyle` with HTML tags for the same effect — this is redundant and causes visible raw tags if `html=1` is missing. ## Edges **CRITICAL: Every edge `mxCell` must contain a `<mxGeometry relative="1" as="geometry" />` child element.** Self-closing edge cells (e.g. `<mxCell ... edge="1" ... />`) are invalid and will not render correctly. Always use the expanded form: ```xml <mxCell id="e1" edge="1" parent="1" source="a" target="b" style="..."> <mxGeometry relative="1" as="geometry" /> </mxCell> ``` **Don't hand-route edges.** Just declare `source` and `target`. You do **not** need to: - Add `<mxPoint>` waypoints - Set `exitX` / `exitY` / `entryX` / `entryY` - Route around obstacles - Worry about edge-vertex collisions or parallel edge spacing draw.io's built-in router is **basic**: it draws each edge as a straight line or a simple right-angle path between `source` and `target`, with **no awareness of other shapes** — a wire will run straight across any box that sits between its endpoints. That's fine when connected nodes have open space between them. When edges would otherwise cross over shapes, or you want consistently clean orthogonal wires that route *around* the boxes, set **`routing: "libavoid"`** on `create_diagram`; for a full re-layout use **`postLayout: "elk"`** (see **Edge routing & layout passes** below). Both compute the waypoints for you — you never add them by hand either way. **What you still choose: the edge style.** The style determines the overall look (orthogonal angles, curves, straight lines) — the router honors the style family. | Style | Syntax | Best for | |-------|--------|---------| | **Orthogonal** | `edgeStyle=orthogonalEdgeStyle` | Flowcharts, architecture, network diagrams, BPMN — any diagram with right-angle connectors | | **Straight** | no `edgeStyle` | UML class/sequence diagrams, direct point-to-point connections. For sequence diagram messages use `endSize=6;startSize=6;` to keep arrowheads small | | **Entity Relation** | `edgeStyle=entityRelationEdgeStyle` | ER diagrams — creates perpendicular stubs at both ends | | **Curved** | `curved=1` | Mind maps, informal diagrams | | **Elbow** | `edgeStyle=elbowEdgeStyle;elbow=vertical;` | Rarely needed — `orthogonalEdgeStyle` handles almost all cases; use this only for simple 1-bend linear flows | **Use a consistent edge style within each diagram.** Pick one based on diagram type and apply it to all edges: ER → `entityRelationEdgeStyle`; UML class → straight; mind maps → curved; flowcharts/architecture/network → `orthogonalEdgeStyle`. **Useful edge style attributes** that apply regardless of routing: - `rounded=1` — rounded corners at bend points (recommended for orthogonal) - `endArrow=classic` / `endArrow=none` — arrow heads - `dashed=1` — dashed line - `strokeColor=#...`, `strokeWidth=2` — color/width - Edge labels: set `value` directly on the edge cell **Keep edge labels short and meaningful** — one to three words (`Yes`, `async`, `reads`). Drop labels that merely restate an obvious action (`call`, `register`); move longer explanations into node text or a small legend node. **Visual semantics — stay consistent, add a legend when mixing styles.** Within one diagram apply `dashed=1`, `strokeColor`, and `strokeWidth` consistently for one chosen meaning (e.g. dashed = optional / async / inferred relationship). Don't mix several dashed meanings without a small legend explaining them. ## Containers and groups For architecture diagrams or any diagram with nested elements, use draw.io's proper parent-child containment — do **not** just place shapes on top of larger shapes. ### How containment works Set `parent="containerId"` on child cells. Children use **relative coordinates** within the container. ### Container types | Type | Style | When to use | |------|-------|-------------| | **Group** (invisible) | `group;` | No visual border needed, container has no connections. Includes `pointerEvents=0` so child connections are not captured | | **Swimlane** (titled) | `swimlane;startSize=30;` | Container needs a visible title bar/header, or the container itself has connections | | **Custom container** | Add `container=1;pointerEvents=0;` to any shape style | Any shape acting as a container without its own connections | ### Key rules - **Edges to children inside containers naturally cross the container boundary** — this is correct and expected. Do not add extra waypoints or complex routing to avoid a parent container when connecting to shapes inside it. - **Always add `pointerEvents=0;`** to container styles that should not capture connections being rewired between children - Only omit `pointerEvents=0` when the container itself needs to be connectable — in that case, use `swimlane` style which handles this correctly (the client area is transparent for mouse events while the header remains connectable) - Children must set `parent="containerId"` and use coordinates **relative to the container** ### Example: Architecture container with swimlane ```xml <mxCell id="svc1" value="User Service" style="swimlane;startSize=30;fillColor=#dae8fc;strokeColor=#6c8ebf;html=1;" vertex="1" parent="1"> <mxGeometry x="100" y="100" width="300" height="200" as="geometry"/> </mxCell> <mxCell id="api1" value="REST API" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="svc1"> <mxGeometry x="20" y="40" width="120" height="60" as="geometry"/> </mxCell> <mxCell id="db1" value="Database" style="shape=cylinder3;whiteSpace=wrap;html=1;" vertex="1" parent="svc1"> <mxGeometry x="160" y="40" width="120" height="60" as="geometry"/> </mxCell> ``` ### Example: Invisible group container ```xml <mxCell id="grp1" value="" style="group;" vertex="1" parent="1"> <mxGeometry x="100" y="100" width="300" height="200" as="geometry"/> </mxCell> <mxCell id="c1" value="Component A" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="grp1"> <mxGeometry x="10" y="10" width="120" height="60" as="geometry"/> </mxCell> ``` ### Swimlanes for grouped actors (BPMN-style flowcharts) Use **flat swimlanes** at `parent="1"`, stacked vertically. One row of nodes per lane. **Fixed values — do not compute or debate:** - Lane size: `x=0, y=lane_index*150, width=CANVAS_W, height=150` - Lane style: `swimlane;horizontal=0;startSize=110;fillColor=<pastel>;html=1;` - Child nodes inside a lane: `parent="<lane_id>"`, `x = 120 + col*180`, `y = 45` (always 45), size 140×60 (or 140×80 for diamonds) - Cross-lane edges: `parent="1"` (not inside a lane) Pick `CANVAS_W = max_col * 180 + 300`. Choose lane colors from `#f5f5f5, #e8f4f8, #fff0e6, #e8f5e9, #fff9e6, #fce4ec` in that order. ```xml <mxCell id="lane1" value="Customer" style="swimlane;horizontal=0;startSize=110;fillColor=#f5f5f5;html=1;" vertex="1" parent="1"> <mxGeometry x="0" y="0" width="1800" height="150" as="geometry"/> </mxCell> <mxCell id="n1" value="Place Order" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="lane1"> <mxGeometry x="120" y="45" width="140" height="60" as="geometry"/> </mxCell> <mxCell id="lane2" value="System" style="swimlane;horizontal=0;startSize=110;fillColor=#e8f4f8;html=1;" vertex="1" parent="1"> <mxGeometry x="0" y="150" width="1800" height="150" as="geometry"/> </mxCell> <mxCell id="n2" value="Validate" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="lane2"> <mxGeometry x="300" y="45" width="140" height="60" as="geometry"/> </mxCell> <mxCell id="e1" edge="1" parent="1" source="n1" target="n2" style="edgeStyle=orthogonalEdgeStyle;rounded=1;html=1;"> <mxGeometry relative="1" as="geometry"/> </mxCell> ``` Do NOT nest lanes inside a pool. Do NOT vary lane heights. Do NOT compute title-area offset — it is always 110, children start at x=120 to clear it. ### Nested architecture containers (cloud, infra, network topologies) For diagrams with **nested groupings** — VPC → Availability Zone → EC2 instance, Datacenter → Rack → Server, Region → Environment → Service — use nested swimlanes. This is where the AI most often flattens hierarchy that should be nested. Treat each level as a swimlane container. **Rules:** - Every container is a `swimlane` with `startSize=24` (title area at the top). - Child cells set `parent="<container_id>"` and use coordinates **relative to their parent** (origin 0,0 is the parent's top-left, below the title). - Edges between cells in **different** containers must have `parent="1"` (not a container) — otherwise they render inside the container and get clipped. - For industry-specific icons (AWS/Azure/GCP logos, Cisco equipment, etc.), call `search_shapes` to get the exact `style` string and substitute it into a regular vertex — the container structure stays the same. ```xml <mxCell id="vpc" value="VPC" style="swimlane;startSize=24;fillColor=#dae8fc;strokeColor=#6c8ebf;html=1;" vertex="1" parent="1"> <mxGeometry x="0" y="0" width="720" height="360" as="geometry"/> </mxCell> <mxCell id="az1" value="AZ us-east-1a" style="swimlane;startSize=24;fillColor=#fff2cc;strokeColor=#d6b656;html=1;" vertex="1" parent="vpc"> <mxGeometry x="20" y="36" width="320" height="300" as="geometry"/> </mxCell> <mxCell id="web1" value="web-1" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="az1"> <mxGeometry x="30" y="40" width="120" height="60" as="geometry"/> </mxCell> <mxCell id="db1" value="db-1" style="shape=cylinder3;whiteSpace=wrap;html=1;" vertex="1" parent="az1"> <mxGeometry x="180" y="40" width="100" height="70" as="geometry"/> </mxCell> <mxCell id="az2" value="AZ us-east-1b" style="swimlane;startSize=24;fillColor=#fff2cc;strokeColor=#d6b656;html=1;" vertex="1" parent="vpc"> <mxGeometry x="360" y="36" width="340" height="300" as="geometry"/> </mxCell> <mxCell id="web2" value="web-2" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="az2"> <mxGeometry x="30" y="40" width="120" height="60" as="geometry"/> </mxCell> <mxCell id="e1" edge="1" parent="1" source="web1" target="web2" style="edgeStyle=orthogonalEdgeStyle;rounded=1;html=1;"> <mxGeometry relative="1" as="geometry"/> </mxCell> ``` ### Cross-functional flowcharts (actor × phase grid, as a table) Cross-functional flowcharts show a process across **two axes at once** — actors (rows) and phases (columns). Use drawio's `table` shape, which auto-arranges cells into a grid via `childLayout=tableLayout`. This is the canonical draw.io pattern and is distinct from plain swimlanes (which only group on one axis). **Structure:** - Outer container: `shape=table;childLayout=tableLayout;startSize=0;collapsible=0;fillColor=none;` - Rows are children of the table: `shape=tableRow;horizontal=0;startSize=0;collapsible=0;` - Cells are children of rows — regular vertices, one per (actor, phase) intersection - Row heights and cell widths are set via `mxGeometry`; they tile automatically - First row = phase headers; first cell of every other row = actor label - Process nodes go INSIDE the appropriate cell (parent = cell id) at coordinates relative to the cell - Cross-cell edges must use `parent="1"` (same rule as containers) ```xml <mxCell id="tbl" style="shape=table;childLayout=tableLayout;startSize=0;collapsible=0;fillColor=none;" vertex="1" parent="1"> <mxGeometry x="0" y="0" width="900" height="320" as="geometry"/> </mxCell> <mxCell id="r0" style="shape=tableRow;horizontal=0;startSize=0;collapsible=0;" vertex="1" parent="tbl"> <mxGeometry width="900" height="40" as="geometry"/> </mxCell> <mxCell id="h0" style="text;html=1;" vertex="1" parent="r0"> <mxGeometry width="140" height="40" as="geometry"/> </mxCell> <mxCell id="h1" value="Order" style="text;align=center;fontStyle=1;fillColor=#e8e8e8;" vertex="1" parent="r0"> <mxGeometry x="140" width="380" height="40" as="geometry"/> </mxCell> <mxCell id="h2" value="Fulfill" style="text;align=center;fontStyle=1;fillColor=#e8e8e8;" vertex="1" parent="r0"> <mxGeometry x="520" width="380" height="40" as="geometry"/> </mxCell> <mxCell id="r1" style="shape=tableRow;horizontal=0;startSize=0;collapsible=0;" vertex="1" parent="tbl"> <mxGeometry y="40" width="900" height="140" as="geometry"/> </mxCell> <mxCell id="a1" value="Customer" style="fillColor=#dae8fc;fontStyle=1;" vertex="1" parent="r1"> <mxGeometry width="140" height="140" as="geometry"/> </mxCell> <mxCell id="c_cust_order" style="fillColor=none;" vertex="1" parent="r1"> <mxGeometry x="140" width="380" height="140" as="geometry"/> </mxCell> <mxCell id="t_place" value="Place Order" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="c_cust_order"> <mxGeometry x="120" y="40" width="140" height="60" as="geometry"/> </mxCell> <mxCell id="c_cust_fulfill" style="fillColor=none;" vertex="1" parent="r1"> <mxGeometry x="520" width="380" height="140" as="geometry"/> </mxCell> <mxCell id="r2" style="shape=tableRow;horizontal=0;startSize=0;collapsible=0;" vertex="1" parent="tbl"> <mxGeometry y="180" width="900" height="140" as="geometry"/> </mxCell> <mxCell id="a2" value="System" style="fillColor=#d5e8d4;fontStyle=1;" vertex="1" parent="r2"> <mxGeometry width="140" height="140" as="geometry"/> </mxCell> <mxCell id="c_sys_order" style="fillColor=none;" vertex="1" parent="r2"> <mxGeometry x="140" width="380" height="140" as="geometry"/> </mxCell> <mxCell id="t_validate" value="Validate" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="c_sys_order"> <mxGeometry x="120" y="40" width="140" height="60" as="geometry"/> </mxCell> <mxCell id="c_sys_fulfill" style="fillColor=none;" vertex="1" parent="r2"> <mxGeometry x="520" width="380" height="140" as="geometry"/> </mxCell> <mxCell id="t_ship" value="Ship" style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="c_sys_fulfill"> <mxGeometry x="120" y="40" width="140" height="60" as="geometry"/> </mxCell> <mxCell id="e1" edge="1" parent="1" source="t_place" target="t_validate" style="edgeStyle=orthogonalEdgeStyle;rounded=1;html=1;"> <mxGeometry relative="1" as="geometry"/> </mxCell> <mxCell id="e2" edge="1" parent="1" source="t_validate" target="t_ship" style="edgeStyle=orthogonalEdgeStyle;rounded=1;html=1;"> <mxGeometry relative="1" as="geometry"/> </mxCell> ``` **When to use cross-functional tables vs flat swimlanes:** - Flat swimlanes — one-dimensional (actors only, or phases only). Simpler. Use this when you just need to show who does what in sequence. - Cross-functional table — two-dimensional (actors AND phases). Use this when **both** the actor and the process stage matter, and every step belongs to a specific (actor, phase) cell. **Do NOT** nest swimlanes inside a table row, do NOT set `startSize` on rows or cells (columns tile from `x=0`), and do NOT rely on the AI to produce exact widths that sum to the table width — close-enough totals are fine, the `tableLayout` normalizes them. ## Layers Layers control visibility and z-order. Every cell belongs to exactly one layer. Use layers to manage diagram complexity — viewers can toggle layer visibility to show or hide groups of elements (e.g., "Physical Infrastructure" vs "Logical Network" vs "Security Zones"). Cell `id="0"` is the root and cell `id="1"` is the default layer — both always exist. Additional layers are `mxCell` elements with `parent="0"`: ```xml <mxGraphModel> <root> <mxCell id="0"/> <mxCell id="1" parent="0"/> <mxCell id="2" value="Annotations" parent="0"/> <mxCell id="10" value="Server" style="rounded=1;html=1;" vertex="1" parent="1"> <mxGeometry x="100" y="100" width="120" height="60" as="geometry"/> </mxCell> <mxCell id="20" value="Note: deprecated" style="text;" vertex="1" parent="2"> <mxGeometry x="100" y="170" width="120" height="30" as="geometry"/> </mxCell> </root> </mxGraphModel> ``` - A layer is an `mxCell` with `parent="0"` and no `vertex` or `edge` attribute - Assign shapes to a layer by setting `parent` to the layer's id - Later layers render on top of earlier layers (higher z-order) - Add `visible="0"` as an attribute on the layer cell to hide it by default - Use layers when the diagram has distinct conceptual groupings that viewers may want to toggle independently ## Tags Tags are visual filters that let viewers show or hide elements by category. Unlike layers, a single element can have multiple tags, making tags ideal for cross-cutting concerns (e.g., tagging shapes as "critical", "v2", or "backend"). Tags require wrapping `mxCell` in an `<object>` element. Tags are assigned via the `tags` attribute as a space-separated string: ```xml <mxGraphModel> <root> <mxCell id="0"/> <mxCell id="1" parent="0"/> <object id="2" label="Auth Service" tags="critical v2"> <mxCell style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> <mxGeometry x="100" y="100" width="120" height="60" as="geometry"/> </mxCell> </object> <object id="3" label="Legacy API" tags="critical deprecated"> <mxCell style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> <mxGeometry x="300" y="100" width="120" height="60" as="geometry"/> </mxCell> </object> </root> </mxGraphModel> ``` - Tags require the `<object>` wrapper — a plain `mxCell` cannot have tags - The `label` attribute on `<object>` replaces `value` on `mxCell` - Tags are space-separated in the `tags` attribute - Viewers filter the diagram by selecting tags in the draw.io UI (Edit > Tags) - Tags do not affect z-order or structural grouping — they are purely a visibility filter ## Metadata and placeholders Metadata stores custom key-value properties on shapes as additional attributes on the `<object>` wrapper element. Combined with placeholders, metadata values can be displayed in labels — useful for data-driven diagrams showing status, owner, IP addresses, or versions on each shape. Set `placeholders="1"` on the `<object>` to enable `%propertyName%` substitution in the `label`: ```xml <mxGraphModel> <root> <mxCell id="0"/> <mxCell id="1" parent="0"/> <object id="2" label="&lt;b&gt;%component%&lt;/b&gt;&lt;br&gt;Owner: %owner%&lt;br&gt;Status: %status%" placeholders="1" component="Auth Service" owner="Team Backend" status="Active"> <mxCell style="rounded=1;whiteSpace=wrap;html=1;" vertex="1" parent="1"> <mxGeometry x="100" y="100" width="160" height="80" as="geometry"/> </mxCell> </object> </root> </mxGraphModel> ``` - Custom properties are plain XML attributes on `<object>` (e.g., `component="Auth Service"`) - Set `placeholders="1"` to enable `%key%` substitution in the label and tooltip - The label must use `html=1` style when using HTML formatting with placeholders - Placeholders resolve by walking up the containment hierarchy: shape attributes first, then parent container, then layer, then root — first match wins - Predefined placeholders work without custom properties: `%id%`, `%width%`, `%height%`, `%date%`, `%time%`, `%timestamp%`, `%page%`, `%pagenumber%`, `%pagecount%`, `%filename%` - Use `%%` for a literal percent sign in labels - Tags, metadata, and placeholders can all be combined on the same `<object>` element - Use metadata when shapes represent data records (servers, services, components) and you want to attach structured information beyond the visible label ## Dark mode colors draw.io supports automatic dark mode rendering. How colors behave depends on the property: - **`strokeColor`, `fillColor`, `fontColor`** default to `"default"`, which renders as black in light theme and white in dark theme. When no explicit color is set, colors adapt automatically. - **Explicit colors** (e.g. `fillColor=#DAE8FC`) specify the light-mode color. The dark-mode color is computed automatically by inverting the RGB values (blending toward the inverse at 93%) and rotating the hue by 180° (via `mxUtils.getInverseColor`). - **`light-dark()` function** — To specify both colors explicitly, use `light-dark(lightColor,darkColor)` in the style string, e.g. `fontColor=light-dark(#7EA6E0,#FF0000)`. The first argument is used in light mode, the second in dark mode. To enable dark mode color adaptation, the `mxGraphModel` element must include `adaptiveColors="auto"`. When generating diagrams, you generally do not need to specify dark-mode colors — the automatic inversion handles most cases. Use `light-dark()` only when the automatic inverse color is unsatisfactory. ## Edge routing & layout passes By default, edges are drawn by draw.io's **built-in router**, which is intentionally basic: each edge is a straight line or a simple right-angle path between its endpoints, with **no obstacle avoidance** — a connector runs straight through any shape lying between its `source` and `target`. There is no server-side post-processing. Two **opt-in** passes on `create_diagram` upgrade this; they are independent and combine freely, run client-side after the diagram renders, and the exported XML (copy/clipboard, "Open in draw.io") reflects the final routed result. - **`routing: "libavoid"`** (XML only) — obstacle-avoiding orthogonal **edge routing**. Vertices stay exactly where you placed them; only the connectors are recomputed, so they run in clean right-angle segments that route *around* the boxes (and spread apart when parallel) instead of cutting across them. Use it for diagrams you laid out deliberately — architecture, network topology, deployment, swimlanes, UML, floor plans — where you want tidy wires without disturbing your layout. - **`postLayout: "elk"`** — a **full re-layout** (ELK `layered` flow). Vertices animate (morph) from your positions to canonical hierarchical positions, and the edges are routed as part of that. Best for flowcharts, process/state diagrams, decision flows, pipelines, and other directional/hierarchical diagrams. (You should rarely hand-write these as XML — prefer Mermaid.) Flow **direction**: on XML set the optional `direction` field (`"vertical"` (default) / `"horizontal"`); on Mermaid it is read from the flowchart code (`flowchart TD/TB` vs `LR/RL`) and `direction` is ignored. The four combinations: | `postLayout` | `routing` | Result | |---|---|---| | — | — | basic built-in router (straight / simple right-angle, no obstacle avoidance); your positions kept | | — | `libavoid` | your positions kept; wires re-routed orthogonally *around* the shapes | | `elk` | — | ELK places the vertices **and** routes the edges (decent routing built in) | | `elk` | `libavoid` | rarely worth it — ELK already routes; only add `libavoid` if ELK's routing specifically comes out poor | **Pick ONE — they are essentially alternatives, not a stack:** - **Neither** — fine when connected nodes sit in clear rows/columns with open space between them, so the basic router's straight/right-angle lines won't cross another shape. Simplest and lightest; do this by default for sparse layouts. - **`routing: "libavoid"`** — keep your hand-placed layout but clean up the wires: use whenever an edge would otherwise cut across a box, or you want consistently clean orthogonal wires routed around shapes (architecture, network topology, deployment, UML, floor plans — anything densely connected). - **`postLayout: "elk"`** — when you want a canonical re-layout (vertices moved). ELK routes the edges itself as part of the layout, so **do not also set `routing`** — the combination is redundant in almost all cases. Add `direction: "horizontal"` for left-to-right flow. **For Mermaid diagrams: see the `postLayout` parameter description for when to set it.** Complex Mermaid flowcharts (≥ ~20 nodes, ≥ 3 decision diamonds, feedback edges, or ≥ 3 endpoints) need `postLayout: "elk"` because the native parser's layout goes cramped or unbalanced past that threshold — the direction follows the flowchart code, so no `direction` is needed. Simple flowcharts and all non-flowchart Mermaid types (sequence, class, ER, sankey, …) need no `postLayout`. **When NOT to use (XML):** - The user has asked for specific positions (swim lanes with exact lanes, architecture diagrams with meaningful spatial arrangement). - The diagram relies on containers/grouping where spatial layout encodes information. ## Style reference Complete style reference (all shape types, style properties, color palettes, HTML labels, and more): https://github.com/jgraph/drawio-mcp/blob/main/shared/style-reference.md XML Schema (XSD): https://github.com/jgraph/drawio-mcp/blob/main/shared/mxfile.xsd ## CRITICAL: XML well-formedness When generating draw.io XML, the output **must** be well-formed XML: - **NEVER include ANY XML comments (`<!-- -->`) in the output.** XML comments are strictly forbidden — they waste tokens, can cause parse errors, and serve no purpose in diagram XML. - Escape special characters in attribute values: `&amp;`, `&lt;`, `&gt;`, `&quot;` - Always use unique `id` values for each `mxCell` --- # Mermaid Reference Short hints for generating Mermaid diagrams that render correctly in draw.io. draw.io's Mermaid parser covers 28 diagram types — the header keyword on the first non-directive line selects the type. _Canonical list & dialog/ELK docs: <https://github.com/jgraph/drawio/discussions/5643>._ ## General rules - **Pick the type keyword carefully.** `graph`/`flowchart`, `classDiagram`, `stateDiagram-v2`, `erDiagram`, `sequenceDiagram`, `gitGraph`, `journey`, `pie`, `gantt`, `mindmap`, `timeline`, `quadrantChart`, `requirementDiagram`, `sankey-beta`, `xychart-beta`, `block-beta`, `c4Context`/`C4Container`/`C4Component`, `architecture-beta`, `radar-beta`, `packet-beta`, `venn-beta`, `treemap-beta`, `treeView-beta`, `ishikawa-beta`, `kanban`, `zenuml`, `wardley-beta`, `eventmodeling`. Misspelling the header yields a blank diagram. - **No trailing punctuation on node IDs.** IDs are identifiers (`myNode`, `node_1`, `A`) — spaces, hyphens (in some contexts), and reserved words (`end`, `class`, `subgraph`) break the parse. Put display text in brackets or quotes instead: `A["User's Account"]`. - **One statement per line.** Separate statements with newlines; `;` works as a delimiter in flowchart but not everywhere. - **Quote labels with special characters** (`:`, `-`, parentheses, non-ASCII). Use `"` not `'`. - **HTML in labels:** only `<br>`, `<b>`, `<i>`, `<u>` are reliable across types. Use `#` for hex colors in styles, never `rgb()`. - **Diagrams can take a title block** for some types: ``` --- title: My Diagram --- flowchart TD ``` - **Match the language of labels to the user's language** — if the user writes in German, French, etc., the diagram labels should be in that language too. ## Flowchart (most common) ``` flowchart TD A[Start] --> B{Decision?} B -->|Yes| C[Do thing] B -->|No| D[Skip] C --> E((End)) D --> E ``` - **Direction:** `TD`/`TB` (top-down), `BT`, `LR`, `RL`. - **Node shapes by bracket:** `[rect]`, `(rounded)`, `([stadium])`, `[[subroutine]]`, `[(cylinder)]`, `((circle))`, `{rhombus}`, `{{hexagon}}`, `[/parallelogram/]`, `[\parallelogram alt\]`, `[/trapezoid\]`, `>asymmetric]`. - **Edges:** `-->` arrow, `---` no arrow, `-.->` dotted, `==>` thick, `<-->` bidirectional. Inline label: `A -- text --> B` or `A -->|text| B`. - **Subgraphs:** ``` subgraph Frontend A --> B end ``` ### Styling & colors Three ways — pick one, don't mix for the same node: **1. Inline per-node (`style`):** ``` flowchart LR A[Start] --> B[End] style A fill:#f9f,stroke:#333,stroke-width:2px,color:#fff style B fill:#bbf,stroke:#f66,stroke-dasharray:5 5 ``` **2. Reusable classes (`classDef` + `:::`):** ``` flowchart LR A:::happy --> B:::sad classDef happy fill:#dfd,stroke:#0a0 classDef sad fill:#fdd,stroke:#a00 ``` Or apply to many: `class A,B,C happy`. **3. Link styling (edges):** ``` linkStyle 0 stroke:#f00,stroke-width:3px linkStyle default stroke:#999 ``` `0` = first edge in order defined; `default` targets unstyled edges. Style properties that work: `fill`, `stroke`, `stroke-width`, `stroke-dasharray`, `color` (font color). ## Sequence diagram ``` sequenceDiagram participant U as User participant S as Server U->>S: Request S-->>U: Response Note right of S: Logged ``` - **Arrows:** `->` (no head), `->>` (arrow), `-->>` (dashed), `-x` (X end), `--x` (dashed X). - **Activate/deactivate:** `activate S` / `deactivate S` or `S->>+S2: call` / `S2-->>-S: return`. - **Blocks:** `alt/else/end`, `opt/end`, `loop/end`, `par/and/end`, `critical/option/end`. - **Notes:** `Note left of A`, `Note over A,B: text`. - Optional `autonumber` after header numbers the messages. ## Class diagram ``` classDiagram class Animal { +String name +int age +eat() void } class Dog Animal <|-- Dog : inherits Dog "1" --> "*" Bone : has ``` - **Relations:** `<|--` inherit, `*--` composition, `o--` aggregation, `-->` association, `..>` dependency, `..|>` realize, `<-->` bidirectional. - **Visibility:** `+` public, `-` private, `#` protected, `~` package. - **Annotations:** `<<interface>>`, `<<abstract>>`, `<<enumeration>>` inside the class block or via `Animal <<interface>>`. - **Cardinality:** quoted strings flanking the arrow (`"1"`, `"0..*"`, `"*"`). ## State diagram ``` stateDiagram-v2 [*] --> Idle Idle --> Running : start Running --> Idle : stop Running --> [*] state Running { [*] --> Working Working --> Waiting : block Waiting --> Working : unblock } ``` - Use `stateDiagram-v2`, not `stateDiagram` (v1 is legacy). - `[*]` = start (source) or end (target) depending on direction. - `state X { ... }` nests a compound state; `state fork1 <<fork>>`, `<<join>>`, `<<choice>>` mark junction nodes. - Transition labels: `A --> B : event [guard] / action`. ## ER diagram ``` erDiagram CUSTOMER ||--o{ ORDER : places ORDER ||--|{ LINE-ITEM : contains CUSTOMER { string name string email PK } ``` - **Cardinality symbols:** `|o` zero-or-one, `||` exactly-one, `}o` zero-or-many, `}|` one-or-many. Mirror on both sides (e.g., `||--o{`). - Attribute blocks list `type name [PK|FK|UK]` plus optional comment in quotes. - Entity names are typically UPPERCASE by convention. ## Journey ``` journey title Morning routine section Wake up Coffee: 5: Me Read news: 3: Me section Commute Drive: 2: Me, Traffic ``` Each task: `Name: score(1-5): Actor[, Actor...]`. Section headers group tasks. ## Pie ``` pie showData title Browser share "Chrome" : 60 "Firefox" : 20 "Safari" : 20 ``` `showData` is optional (renders the numbers). Quotes on labels, colon, numeric value. ## Gantt ``` gantt title Project timeline dateFormat YYYY-MM-DD section Phase 1 Design : a1, 2025-01-01, 7d Build : after a1, 14d section Phase 2 Test : 2025-01-25, 5d ``` - `dateFormat` is mandatory. - Task line: `Name : [id,] [after id | YYYY-MM-DD], duration[d/w]`. - Status tags: `done`, `active`, `crit` before the id (`crit a1`). ## Gitgraph ``` gitGraph commit branch develop checkout develop commit commit checkout main merge develop ``` Commands: `commit [id: "x"] [tag: "v1"]`, `branch name`, `checkout name`, `merge name`, `cherry-pick id: "x"`. ## Mindmap ``` mindmap root((Project)) Frontend React CSS Backend Node DB ``` - Indentation (2-space increments) defines hierarchy. - Root shape: `((circle))`, `[rect]`, `(rounded)`, `))cloud((`, `)hexagon(`, `{{hexagon}}`. - No edges — they are implied by nesting. ## Timeline ``` timeline title Company history section 2020s 2021 : Founded 2022 : Series A : Launched product section 2030s 2030 : IPO ``` Colon separates year/label; multiple `:` lines under one year add sub-events. ## Quadrant chart ``` quadrantChart title Reach vs Engagement x-axis Low --> High y-axis Low --> High quadrant-1 Stars quadrant-2 Question Marks quadrant-3 Dogs quadrant-4 Cash Cows Campaign A: [0.3, 0.6] Campaign B: [0.75, 0.85] ``` Point coords are `[0..1, 0..1]`. ## Requirement diagram ``` requirementDiagram requirement req1 { id: "1" text: "The system shall..." risk: high verifymethod: test } element user_story { type: "story" } user_story - satisfies -> req1 ``` Requirement types: `requirement`, `functionalRequirement`, `performanceRequirement`, `interfaceRequirement`, `physicalRequirement`, `designConstraint`. Relations: `contains`, `copies`, `derives`, `satisfies`, `verifies`, `refines`, `traces`. ## Sankey ``` sankey-beta Source,Intermediate,10 Source,Direct,5 Intermediate,Sink,10 ``` CSV-style: `source,target,value`. No header. No `title` (use frontmatter). ## XY chart ``` xychart-beta title "Revenue" x-axis [jan, feb, mar, apr] y-axis "USD" 0 --> 10000 bar [2500, 5000, 7500, 9000] line [3000, 4500, 6500, 8500] ``` `bar [...]` and `line [...]` can stack; order matters (later overlays earlier). ## Block ``` block-beta columns 3 A B C D["Wide"]:2 E A --> D ``` `columns N` sets grid width. `Name:N` spans N columns. Edges use flowchart arrow syntax. ## C4 ``` C4Context Person(user, "User") System(app, "App", "Does things") Rel(user, app, "Uses") ``` - Variants: `C4Context`, `C4Container`, `C4Component`, `C4Dynamic`, `C4Deployment`. - Element helpers: `Person`, `System`, `System_Ext`, `Container`, `ComponentDb`, `Boundary(id, "label", "type")`, etc. Arguments are positional: `(id, label, [type/tech], [description])`. - `UpdateElementStyle(tag, $bgColor="#…")` and `AddElementTag` tweak appearance. ## Architecture ``` architecture-beta group cloud(cloud)[Cloud] service api(server)[API] in cloud service db(database)[DB] in cloud api:R --> L:db ``` - Built-in icons: `cloud`, `server`, `database`, `disk`, `internet`. Suffix edge ends with `:T`, `:B`, `:L`, `:R` to pick the side. - `group id(icon)[Label]` then `in groupId` on services places nodes. ## Radar ``` radar-beta title Skills axis js["JS"], py["Python"], go["Go"] curve alice["Alice"]{80, 60, 70} curve bob["Bob"]{50, 90, 65} ``` Axes and curves are positionally aligned — list values in axis order, 0–100. ## Packet ``` packet-beta 0-15: "Source Port" 16-31: "Dest Port" 32-63: "Seq Number" ``` `start-end` (bit ranges) or single-bit `N`. Use a title frontmatter. ## Venn ``` venn-beta set A ["Set A"] set B ["Set B"] union A,B text A ["only A"] text A,B ["shared"] ``` Define every `union` combination whose region you plan to label. `text A,B [...]` places text in intersections. ## Treemap ``` treemap-beta "Category" "Leaf 1": 40 "Leaf 2": 60 ``` Numbers are values (area-weighted). Indent (2+ spaces) for hierarchy. ## Tree view ``` treeView-beta "Root" "Child 1" "Grandchild" "Child 2" ``` Pure indentation hierarchy, no numbers. ## Ishikawa (fishbone) ``` ishikawa-beta Main Problem Category Cause Sub-cause Another Category Cause ``` First line after header is the problem; top-level indents are categories (Materials, Methods, Machinery, etc. — use whatever makes sense). ## Kanban ``` kanban todo[To Do] task1[Write spec]@{ assigned: "Alice", priority: "High" } doing[In progress] task2[Build feature] done[Done] ``` Columns are `id[Label]` at indent 0; cards are `id[Label]@{ metadata }` inside. Metadata keys: `assigned`, `priority` (`Very Low`/`Low`/`Medium`/`High`/`Very High`), `ticket`. ## ZenUML ``` zenuml @Actor User @Boundary Web @Control Service User -> Web: request Web -> Service: process() Service -> Web: result ``` Participant roles: `@Actor`, `@Boundary`, `@Control`, `@Entity`, `@Database`. Messages use `->` with a colon-separated label. Supports `if/else`, `while`, `par` blocks like sequence diagrams. ## Wardley map ``` wardley-beta title Tea Shop anchor Business [0.95, 0.63] component Cup of Tea [0.79, 0.61] component Kettle [0.43, 0.35] (inertia) Business -> Cup of Tea Cup of Tea -> Kettle evolve Kettle 0.62 ``` - Header `wardley` or `wardley-beta`; `title` optional. - `anchor`/`component Name [visibility, evolution]` — coords are `[0..1, 0..1]` (y = value-chain visibility, x = evolution from Genesis to Commodity). - Component evolution markers in parens: `(inertia)`, `(build)`, `(buy)`, `(outsource)`, `(market)`. - Links: `A -> B` dependency, `A +> B` flow. `evolve Name <x>` adds an evolution target; `evolution Genesis -> Custom -> Product -> Commodity` relabels the x-axis stages. - Extras: `note "text" [x,y]`, `annotation N,[x,y] "text"`, `accelerator`/`deaccelerator "text" [x,y]`. ## Event Modeling ``` eventmodeling tf 01 ui CartUI tf 02 cmd AddItem tf 03 evt ItemAdded tf 04 rmo Cart ``` - Each `tf <id> <type> <Name>` is a time-frame (column). Types: `ui` / `pcr` (processor), `cmd` / `command`, `rmo` / `readmodel`, `evt` / `event` — placed on the UI/Automation, Command/Read-Model, and Events swimlanes. - Wire frames with `->>`: `tf 04 evt ItemChanged ->> 02 ->> 03` links frame 04 back to 02 and 03. - `Namespace.Name` groups frames into slices (e.g. `Order.ChangeOrder`). - `data <id> { ... }` blocks attach payloads, referenced inline with `[[id]]`: `tf 02 cmd AddItem [[AddItem01]]`. ## When to prefer XML over Mermaid - Precise positions / custom coordinates. - draw.io-native shapes (AWS, Azure, GCP, P&ID, Cisco, electrical). - Mixed shape libraries or complex multi-layer diagrams. - Anything that needs exact colors per element with many variations — Mermaid's styling works but at scale XML is easier to reason about. Default to Mermaid for the standard types above; reach for XML only when Mermaid's syntax clearly can't express what's needed.
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