pulsemcp Safe content atomic mcp-remote

N8N Workflow Summarizer

N8N Workflow Summarizer MCP Tool analyzes and simplifies complex n8n workflow JSON files into clear, concise markdown summaries. It extracts key information about nodes, connections, and functionality using OpenAI's models, with intelligent handling of large workflows through progressive simplification and fallback options. The tool identifies specialized components like AI/agent nodes and database connections, extracts prompts, and even generates conceptual Python code that replicates the workflow's functionality - making it particularly valuable for understanding and documenting complex automation workflows.

Cognium trust score

50%

Tier

Unverified

Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately.

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Metadata

Version: 1.0.0
Skill type: atomic
Execution layer: mcp-remote
Category: database
Source: PulseMCP
Repository: github.com/gblack686/n8n-workflow-summarizer-mcp
Author type: human
Updated: 2026-04-25

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MCP

Resolve N8N Workflow Summarizer from your agent

Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.

One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.

claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp

Swap --scope user for --scope project to commit it to .mcp.json.

Your client Same endpoint everywhere; only the config key differs. The full list is in the descriptor.

Claude Desktop · Settings → Connectors → Add custom connector

https://api.skillsregistry.net/mcp

Paste the URL as the connector endpoint. No authentication.

ChatGPT · Settings → Connectors → Create (developer mode) → MCP server URL

https://api.skillsregistry.net/mcp

Authentication: none. Works in chat and deep research — the server exposes the connector search and fetch tools.

Codex CLI · ~/.codex/config.toml

[mcp_servers.skillsregistry]
url = "https://api.skillsregistry.net/mcp"