mcp-server-make
Exposes Make.com automation workflows to AI assistants via the Model Context Protocol, enabling scenario deployment, inspection, and management of production blueprints, along with data store operations against a Make zone (e.g. eu1.make.com).
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-server-makedeploy the AI agent triage scenario and check its data store"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
π Enterprise Make.com Architecture & AI Automation Portfolio
π Experience the Live Web Simulator, Visual Canvas & Architecture Explorer:
https://phlppgdfry.github.io/make-enterprise-showcase/
An enterprise-grade portfolio of production Make.com (formerly Integromat) automation blueprints, custom integration apps, and AI agent orchestrations designed for high-scale enterprise environments.
Targeted for Zone eu1.make.com, Organization 9433554 (Team 3365938), and organizations running mission-critical integration workloads under strict SOC2 Type II, ISO 27001, and GDPR Article 32 compliance.
β‘ Quickstart: Try It In Your Terminal
Run the automated test lab, blueprint validation suite, architecture linter, and runtime simulator:
git clone https://github.com/phlppgdfry/make-enterprise-showcase.git
cd make-enterprise-showcase
npm test # Run 15/15 schema & blueprint validation tests
npm run test:all # Run Master Enterprise Test Lab (Concurrency, Fault Injection, FinOps, Security)
npm run audit # Run Enterprise Architecture Linter (8 Dimensions, 98% Tier 1 Score)
npm run probe # Run controlled synthetic health check (supports --dry-run)
npm run dispatch # Transmit enterprise test payloads to scenario sandbox (supports --dry-run)
npm run simulate # Run interactive scenario runtime pipeline simulation
npm run deploy # Automatically synchronize & deploy to your Make.com teamRelated MCP server: Make MCP Server
π 5 Enterprise Scenarios in Make Cloud (Zone: eu1.make.com)
All 5 scenarios are provisioned in Make Cloud under folder "Enterprise Showcase" (Folder ID 409722) with dedicated production tags (Production, AI-Agent, Enterprise).
Scenario 02 serves as the active, independently verified Flagship Reference Implementation:
Scenario | Live Make ID | Cloud Hook ID | Cloud Status | Empirical Verification Proof |
|
| βΈοΈ Sandboxed | AST verified; simulation lab confirms 85% confidence & $100 ceiling | |
|
| π’ ACTIVE / VERIFIED | Live Cloud Execution | |
|
| βΈοΈ Sandboxed | High-watermark delta sync; mathematical proof of 99.0% operation reduction | |
|
| βΈοΈ Sandboxed | Sliding window token bucket; 4,500ms backpressure; compensating Saga rollback | |
|
| βΈοΈ Sandboxed | 1536-dim vector retrieval; tenant boundary isolation guard |
Zero-Trust Cloud Governance: Flagship Scenario 02 is kept live and active (isActive: true) on Make Cloud, strictly utilizing native Zero-Trust modules (gateway:CustomWebHook, datastore:AddRecord, and gateway:WebhookRespond) to demonstrate authenticated end-to-end cloud execution without third-party credential exposure. Scenarios 01, 03, 04, and 05 are maintained in an inactive state to safeguard Free Tier quota (1,000 ops) and prevent billing drift. Anonymous visitors can interactively test all five flows via the Client-Side Sandbox Simulator on GitHub Pages.
π§ͺ Master Enterprise Automation Test Lab (npm run test:all)
Every architectural pattern in this portfolio is empirically verified by our multi-tier automated test suite:
$ npm run test:all
================================================================
π§ͺ Enterprise Make.com Architecture Test Lab (Full Verification)
================================================================
βΆ Running Suite 1: Concurrency & Idempotency Determinism (Phase 4)...
βΆ Running Suite 2: Fault Injection & Error Recovery (Phase 5)...
βΆ Running Suite 3: FinOps & Operation Cost Models (Phase 9)...
βΆ Running Suite 4: Webhook Security & Cryptographic Signatures (Phase 8)...
================================================================
π ENTERPRISE TEST LAB EXECUTION SUMMARY
================================================================
βββββββββββ¬ββββββββββββββββββββββββββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββ¬ββββββββββββ¬βββββββββββ¬βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β (index) β suite β test β status β duration β details β
βββββββββββΌββββββββββββββββββββββββββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββΌββββββββββββΌβββββββββββΌβββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ€
β 0 β 'Concurrency & Idempotency' β 'Atomic Lock vs Non-Atomic Race Condition' β 'π’ PASS' β '21ms' β 'Naive resulted in 5 executions (race condition proved). Atomic lock strictly enforced 1 execution.' β
β 1 β 'Fault Injection & Reliability' β 'HTTP 429 Sliding Window Rate Throttling' β 'π’ PASS' β '0ms' β 'Incoming load (280/min) exceeded 250 req/min. Injected 4500ms backpressure delay without message drop.' β
β 2 β 'Fault Injection & Reliability' β 'Poison Pill Isolation to Dead Letter Queue (DLQ)' β 'π’ PASS' β '1ms' β 'Malformed payload safely trapped in DLQ. Zero unhandled scenario crashes.' β
β 3 β 'FinOps & Optimization' β 'Batch Aggregator Operation Slashing' β 'π’ PASS' β '0ms' β 'Volume 100,000 records: Naive = 400,000 ops, Senior = 4,000 ops. Verified reduction: 99.0%.' β
β 4 β 'Webhook Security' β 'Constant-Time HMAC-SHA256 Signature Verification' β 'π’ PASS' β '0ms' β 'Authentic HMAC accepted; forged signature rejected with timing-attack safe comparison.' β
βββββββββββ΄ββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ΄βββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββπ οΈ Make Custom App: Enterprise Circuit Breaker & Guard
Senior Make architects do not rely solely on third-party public apps. This repository includes a production-ready custom Make integration app created with the Make Apps SDK:
π Enterprise Circuit Breaker & Guard App
Guarded Request Action (
guarded-request): Prevents cascading failures withCLOSED->OPEN->HALF-OPENcircuit transitions.HMAC Verification Action (
verify-hmac): Constant-time cryptographic signature validation to protect against webhook timing attacks.Dynamic Cluster RPC (
rpcs/list-clusters.json): Remote procedure call populating dynamic region dropdowns.Custom IML Function (
functions/computeHmac.js): In-memory JavaScript function accessible directly inside Make formula expressions.Deployable to any Make organization using
make-cli sdk-apps.
π» Programmatic Backend Integration: Make Endpoints SDK
Microservices can invoke Make endpoints typed and programmatically without building canvases:
π Make Endpoints SDK Integration
import { MakeClient } from '@makehq/endpoints-sdk';
const client = new MakeClient({ apiKey: process.env.MAKE_API_KEY!, zone: 'eu1.make.com' });
await client.endpoints.call({
teamId: 3365938,
app: 'slack',
endpoint: 'CreateMessage',
connectionId: 30512,
confidential: true, // Excludes PII from Make logs (GDPR Article 32)
idempotencyKey: 'req_18210_abc', // Eliminates duplicate execution
input: { channel: '#ops-alerts', text: 'Transaction committed' }
});π Comprehensive Audit & Architecture Reports
Principal Architecture Audit: Exhaustive findings log with severity ratings, root causes, and verification evidence.
Live Make Cloud Verification: 10-point scenario verification matrix and organization quota audit.
Scenario Execution Evidence: Empirical proof for AI confidence scoring, idempotency, and Saga rollbacks.
Webhook Security & Threat Model: STRIDE threat model, HMAC constant-time comparisons, and GDPR Article 32 controls.
Idempotency & Concurrency Tests: Proving race conditions in naive models vs 100% determinism with atomic locks.
Error Handling & Reliability Report: Evaluation of Resume, Break, Rollback, Commit directives and DLQ recovery.
Custom App SDK Validation: Technical audit of the custom circuit breaker app and state persistence.
MCP & CLI Integration Audit: Model Context Protocol setup and developer tooling diagnostics.
FinOps & Credit Analysis: Mathematical proof of 99% operation reduction via batch aggregation.
Enterprise Automation Case Study: Multimodal logistics automation hub with AS-IS/TO-BE BPMN, RACI matrix, and ROI framework.
Final Portfolio Readiness: Component-by-component readiness classification.
Remaining Architectural Risks: Production transition roadmap and cloud scaling recommendations.
ποΈ Architectural Decision Records (ADRs)
π License
MIT License. Created by Philippe Godfroy for senior enterprise integration and automation engineering showcase.
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