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n8n Knowledge

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Materialized n8n node catalog, workflow templates, config exemplars, expression docs, and offline workflow validation for AI workflow builders.

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Live probe refreshed Sep 14, 2026 · Endpoint host mcp.mcpbundles.com

AI Skill
SKILL.md

Domain knowledge for n8n Knowledge — workflow patterns, data models, and gotchas for your AI agent.

n8n Knowledge

Search nodes, inspect schemas, browse templates, and validate workflow JSON offline before touching a live n8n instance.

Workflow

  1. Discover nodes — search the materialized node index by capability; filter with nodeCategoryId / nodeCategoryName or includeBrowseCategories=true for the browse tree; set includeOperations=true for resource/operation/mode trees on integration nodes.
  2. Inspect schema — fetch one node by type, or batch up to 10 filtered lookups via requests[] with resource/operation/mode context.
  3. Find examples — search templates with mode=by_metadata (categoryName, minViews), facetField + facetValue (nodes / apps / categories), or keyword search; then fetch a template with mode=structure or mode=full.
  4. Validate offline — validate draft workflow JSON before deploy to catch missing node names, malformed connection edges, Set typeVersion mismatches, and unknown node types.
  5. Learn patterns — browse mined workflow patterns, AI pattern summaries, and technique guides; use category-based node suggestions for technique slugs from the guides listing.
  6. Repair drafts — run workflow repair in preview mode (applyFixes=false) before applying fixes to workflow JSON.

Deploy-safe workflow JSON

  • Connections map by node name — each source is an object, not an array: "Manual Trigger": {"main": [[{"node": "Set Message", "type": "main", "index": 0}]]}. A bare array under the source name is rejected by the n8n API.
  • Every connection edge needs node, type (usually main), and index (usually 0). Edges like {"node": "Set"} are rejected by the n8n API.
  • Match each node's typeVersion to the index: inspect node config examples for your parameter shape, or run offline validate/repair to align against catalog exemplars and supported node versions.
  • Wrap dynamic values as ={{ $json.field }}; bare $json.field strings fail at runtime on many nodes.

Gotchas

  • Node types are exact strings such as n8n-nodes-base.httpRequest or @n8n/n8n-nodes-langchain.agent.
  • Community preview names in upstream feeds are normalized to installed package names in this index.
  • Template workflow JSON lives on the inner workflow.workflow path in n8n's API; this index stores the parsed workflow already.
  • Offline validation catches structural issues only; live instance validation still needs the user's n8n connection.

Tools discovered (11)

  • N8n Index Get AI Patterns

    List or inspect frequent workflow node-type patterns mined from indexed templates. Use mode=list first, then mode=detail with patternId for node sequence and example structure.

  • N8n Index Get Guides

    Browse or fetch workflow-building guides. Use mode=list first, then mode=detail with topic or technique for expressions, branching, batching, credentials, technique categories, or collections.

  • N8n Index Get Node

    Get schema and optional config exemplars for one or more n8n node types. Use requests[] for batch lookup with resource/operation/mode filters, or nodeType for a single node.

  • N8n Index Get Patterns

    List curated n8n template collections and learning-path patterns from the knowledge index.

  • N8n Index Get Template

    Fetch an n8n template from the local index. Use mode=structure for a compact graph summary without full parameter payloads, or mode=full for complete workflow JSON.

  • N8n Index Repair Draft

    Detect and optionally fix common workflow issues: expression wrapping, typeVersion mismatches, Split In Batches connection rewires, IF wiring hints, webhook path collisions, and missing credential keys.

  • N8n Index Search Expressions

    Search expression syntax notes and common workflow gotchas such as IF and Split In Batches wiring.

  • N8n Index Search Nodes

    Search the materialized n8n node catalog (~1,500 core and community nodes). Use includeOperations=true to see resource/operation/mode discriminators before configuring nodes.

  • N8n Index Search Templates

    Search n8n workflow templates from the materialized catalog (~10k templates). Returns metadata and node-type coverage; fetch one template by id for full workflow JSON.

  • N8n Index Suggest Nodes

    Get node recommendations for workflow techniques mined from indexed templates. Technique slugs come from the refresh pipeline (node groups, credentials, collections). List workflow guides first (mode=list) to discover valid technique ids.

  • N8n Index Validate Draft

    Offline workflow validation against the materialized node catalog. Checks node shape, connection targets, and known node types before live deployment.

Frequently Asked Questions

What is the n8n Knowledge MCP server?

Materialized n8n node catalog, workflow templates, config exemplars, expression docs, and offline workflow validation for AI workflow builders. It provides 11 tools that AI agents can use through the Model Context Protocol (MCP).

How do I connect n8n Knowledge to my AI agent?

Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/n8n-knowledge. Authentication is handled automatically.

How many tools does n8n Knowledge provide?

n8n Knowledge provides 11 tools that can be called by AI agents, along with a SKILL.md that gives your AI agent domain knowledge about when and how to use them.

What authentication does n8n Knowledge require?

n8n Knowledge uses open data APIs — no authentication required.

Setup Instructions

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