gitlab-mcp
A Model Context Protocol (MCP) server for GitLab
Crawler Summary
MCP server for N8N workflow automation N8N MCP Server Model Context Protocol (MCP) server for n8n workflow automation. This server allows AI assistants like Claude to create, manage, and execute n8n workflows programmatically. Features - Create workflows with nodes and connections - List all workflows - Get workflow details - Activate/deactivate workflows - Execute workflows manually - View execution history - Update existing workflows - Delete workflows Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
n8n-mcp-server is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
MCP server for N8N workflow automation N8N MCP Server Model Context Protocol (MCP) server for n8n workflow automation. This server allows AI assistants like Claude to create, manage, and execute n8n workflows programmatically. Features - Create workflows with nodes and connections - List all workflows - Get workflow details - Activate/deactivate workflows - Execute workflows manually - View execution history - Update existing workflows - Delete workflows
Public facts
6
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Imthebreezy247
Artifacts
0
Benchmarks
0
Last release
1.0.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/imthebreezy247/n8n-mcp-server.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Imthebreezy247
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
npm install npm run build
env
N8N_URL=https://cshannahan.app.n8n.cloud N8N_API_KEY=your_api_key_here
bash
node build/index.js
json
{
"mcpServers": {
"n8n": {
"command": "node",
"args": ["c:\\Coding-projects\\n8n-mcp-server\\build\\index.js"],
"env": {
"N8N_URL": "https://cshannahan.app.n8n.cloud",
"N8N_API_KEY": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJkNjljMjhhYi1iNTI2LTQ3NTItYjk5My00ZWJlOGE0MDgyNzEiLCJpc3MiOiJuOG4iLCJhdWQiOiJwdWJsaWMtYXBpIiwiaWF0IjoxNzYyNjM4ODIzLCJleHAiOjE3NzAzNTQwMDB9.HArBOezj-BCNPH1dHtM-At2TE5wAdLnDbV3gpnXmK3k"
}
}
}
}bash
node test-connection.js
bash
npm run build
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for N8N workflow automation N8N MCP Server Model Context Protocol (MCP) server for n8n workflow automation. This server allows AI assistants like Claude to create, manage, and execute n8n workflows programmatically. Features - Create workflows with nodes and connections - List all workflows - Get workflow details - Activate/deactivate workflows - Execute workflows manually - View execution history - Update existing workflows - Delete workflows
Model Context Protocol (MCP) server for n8n workflow automation. This server allows AI assistants like Claude to create, manage, and execute n8n workflows programmatically.
npm install
npm run build
The server requires two environment variables:
N8N_URL - Your n8n instance URL (e.g., https://yourdomain.app.n8n.cloud)N8N_API_KEY - Your n8n API keyCreate a .env file:
N8N_URL=https://cshannahan.app.n8n.cloud
N8N_API_KEY=your_api_key_here
Run the server:
node build/index.js
Add to your Claude Desktop config file (~/Library/Application Support/Claude/claude_desktop_config.json on macOS):
{
"mcpServers": {
"n8n": {
"command": "node",
"args": ["c:\\Coding-projects\\n8n-mcp-server\\build\\index.js"],
"env": {
"N8N_URL": "https://cshannahan.app.n8n.cloud",
"N8N_API_KEY": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJkNjljMjhhYi1iNTI2LTQ3NTItYjk5My00ZWJlOGE0MDgyNzEiLCJpc3MiOiJuOG4iLCJhdWQiOiJwdWJsaWMtYXBpIiwiaWF0IjoxNzYyNjM4ODIzLCJleHAiOjE3NzAzNTQwMDB9.HArBOezj-BCNPH1dHtM-At2TE5wAdLnDbV3gpnXmK3k"
}
}
}
}
Important: Replace your_api_key_here with your actual n8n API key.
If you get 401 unauthorized errors when using the MCP:
N8N_API_KEY is set in the MCP configurationnode test-connection.js
N8N_URL doesn't have a trailing slash/api/v1 (the server adds this automatically)Create a new n8n workflow with nodes and connections.
Parameters:
name (string): Workflow namenodes (array): Array of node configurationsconnections (object): Node connectionsList all workflows in your n8n instance.
Parameters:
active (boolean, optional): Filter by active statusGet detailed information about a specific workflow.
Parameters:
workflow_id (string): The workflow IDActivate or deactivate a workflow.
Parameters:
workflow_id (string): The workflow IDactive (boolean): True to activate, false to deactivateManually trigger a workflow execution.
Parameters:
workflow_id (string): The workflow IDdata (object, optional): Input data for the workflowGet execution history for workflows.
Parameters:
workflow_id (string, optional): Filter by workflow IDlimit (number): Number of executions to return (default: 10)Update an existing workflow's configuration.
Parameters:
workflow_id (string): The workflow ID to updatename (string, optional): New workflow namenodes (array, optional): Updated node configurationsconnections (object, optional): Updated connectionsDelete a workflow permanently.
Parameters:
workflow_id (string): The workflow ID to deleteA complete workflow has been created at: Workflow ID: UmlJ5iLjZrXdEMH6
URL: https://cshannahan.app.n8n.cloud/workflow/UmlJ5iLjZrXdEMH6
This workflow:
Edit src/index.ts and rebuild:
npm run build
For development with auto-rebuild:
npm run dev
MIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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This agent analyzes Reddit data to generate trending content concepts tailored to your audience.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/imthebreezy247/n8n-mcp-server#input",
"outputSchemaRef": "https://github.com/imthebreezy247/n8n-mcp-server#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:13.908Z",
"sourceUpdatedAt": "2026-02-24T19:46:13.908Z",
"freshnessSeconds": 19550438
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-09T02:26:52.242Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "n8n",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "automation",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:n8n|supported|profile capability:mcp|supported|profile capability:automation|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:13.908Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:13.908Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/imthebreezy247/n8n-mcp-server#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:13.908Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Imthebreezy247",
"href": "https://github.com/imthebreezy247/n8n-mcp-server",
"sourceUrl": "https://github.com/imthebreezy247/n8n-mcp-server",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-imthebreezy247-n8n-mcp-server/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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