{
  "data": {
    "a": {
      "slug": "make",
      "name": "Make API + MCP",
      "vendor": "Make (Celonis)",
      "vendorUrl": "https://www.make.com",
      "kind": "http-api",
      "category": "workflow-automation",
      "summary": "REST API (v2) for scenarios, runs, connections, webhooks, data stores and teams, plus a hosted MCP server that runs on-demand scenarios as tools and, on paid plans, manages the account.",
      "url": "https://www.anchorterminal.com/tools/make",
      "markdownUrl": "https://www.anchorterminal.com/tools/make.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/make.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/make.json",
      "license": "proprietary",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://eu1.make.com/api/v2",
      "packages": [],
      "auth": "mixed",
      "authNotes": "API tokens with read and write scopes, sent as `Authorization: Token \u003ctoken\u003e`, one token per zone. Zones are eu1, eu2, us1 and us2 on make.com, plus eu1 and us1 on make.celonis.com. OAuth 2.0 clients (code flow with refresh or PKCE) on request. The MCP server takes OAuth at https://mcp.make.com, or an MCP token either in a header at https://\u003czone\u003e/mcp or in the path at https://\u003czone\u003e/mcp/u/\u003ctoken\u003e.",
      "pricing": "freemium",
      "pricingNotes": "Billed in credits, one credit per module action. Free 1,000 credits a month with a 15-minute minimum schedule and 5-minute runs, no card. Core $12 a month, Pro $21 and Teams $38 on monthly billing, each from 10,000 credits a month, with 1-minute schedules and 40-minute runs. Yearly billing saves 15 per cent or more. Extra credits come in bundles of 1,000 or 10,000. AI modules can use more than one credit per action. Enterprise is custom (https://www.make.com/en/pricing).",
      "priceSummary": "$12 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 support in docs or pricing (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://developers.make.com/api-documentation",
      "llmsTxt": "https://developers.make.com/llms.txt",
      "registryName": "com.make/mcp-server",
      "capabilities": [
        "automation.workflows",
        "automation.apps",
        "automation.webhooks",
        "agent.tools"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "mcp",
        "llms-txt",
        "closed-source",
        "enterprise",
        "webhooks"
      ],
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 58.9,
        "grade": "C",
        "agentReady": false,
        "rank": 274,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 2,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 63,
          "maintenance": 36,
          "payments": 30,
          "reliability": 63,
          "schema": 66,
          "security": 68,
          "transparency": 75
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Hosted MCP server with OAuth, and scenario run tools on the free plan. No published OpenAPI file and no official SDK.",
        "strengths": [
          "Hosted MCP server with OAuth, and scenario run tools on the free plan",
          "About 35 read and write token scopes, and per-token control over which scenarios become tools",
          "API rate limits published per plan, from 60 to 1,000 calls a minute",
          "SOC 2 Type II, SOC 3, ISO 27001 and a bug bounty",
          "Dated deprecation notices for modules and AI models"
        ],
        "weaknesses": [
          "No published OpenAPI file and no official SDK",
          "Six zone hosts, including two on make.celonis.com, and calls to the wrong zone fail",
          "The MCP token can sit in the URL path, which leaks into logs",
          "Status feed shows at least eight incidents in July 2026, two of which failed or disabled about 200 to 250 scenarios",
          "No dated release-notes entry in the last 90 days"
        ],
        "agentNotes": [
          "Find the organisation's zone first. It may be on make.com or make.celonis.com",
          "Set scenarios to on-demand scheduling so the MCP server lists them as tools",
          "Use the header form of the MCP token rather than the /mcp/u/\u003ctoken\u003e path form",
          "On a 429, wait a full minute. The limit resets per minute and no Retry-After is sent",
          "Check the `code` field on errors. IM002 means the token lacks rights, not that the resource is missing"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 2.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 58.9
          }
        ],
        "editorialScores": {
          "ergonomics": 63,
          "maintenance": 36,
          "payments": 30,
          "reliability": 63,
          "schema": 66,
          "security": 68,
          "transparency": 59
        },
        "provenanceScore": 90
      },
      "connect": {
        "http": "curl \"https://eu1.make.com/api/v2/scenarios?teamId=$MAKE_TEAM_ID\" -H \"Authorization: Token $MAKE_API_KEY\"",
        "claudeCode": "claude mcp add --transport http make https://mcp.make.com",
        "config": {
          "mcpServers": {
            "make": {
              "headers": {
                "Authorization": "Bearer ${MAKE_MCP_TOKEN}"
              },
              "url": "https://eu1.make.com/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/automation.workflows",
        "tool": "https://letme.dev/make"
      },
      "area": "business",
      "unitPrices": [
        {
          "item": "Core plan",
          "unit": "month",
          "usd": 12,
          "note": "monthly billing, 10,000 credits a month, one credit per module action, 60 API calls a minute"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 21,
          "note": "monthly billing, 10,000 credits a month, 120 API calls a minute"
        },
        {
          "item": "Teams plan",
          "unit": "month",
          "usd": 38,
          "note": "monthly billing, 10,000 credits a month, 240 API calls a minute"
        }
      ],
      "provenance": {
        "legalEntity": "Celonis, Inc.",
        "domain": "make.com",
        "domainRegistered": "1997-07-31",
        "domainNote": "make.com was registered in 1997, long before Integromat renamed itself Make in 2022.",
        "endpointOnVendorDomain": true,
        "terms": "https://www.make.com/en/terms-and-conditions",
        "privacy": "https://www.make.com/en/privacy-notice",
        "statusPage": "https://status.make.com",
        "changelog": "https://developers.make.com/white-label-documentation/release-notes",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "make.com answers plain HTTP clients with 403. The terms and privacy pages load in a browser."
        ],
        "score": 90
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/make.json",
      "live": {
        "slug": "make",
        "probe": {
          "target": "https://eu1.make.com/api/v2",
          "method": "get",
          "lastAt": "2026-10-05T01:43:40.894742262Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 95,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 62,
          "p95ms24h": 107,
          "samples24h": 272,
          "samples30d": 1122,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.make.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-05T01:46:37.550086496Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "com.make/mcp-server",
            "version": "1.1.0",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          }
        ],
        "securityTxt": {
          "url": "https://make.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:41.597872841Z"
        },
        "llmsTxt": {
          "url": "https://developers.make.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:17:57.952170841Z"
        },
        "domain": {
          "domain": "make.com",
          "registered": "1997-07-31",
          "source": "https://rdap.verisign.com/com/v1/domain/make.com",
          "checkedAt": "2026-10-04T13:07:44.957995769Z"
        },
        "pages": [
          {
            "url": "https://developers.make.com/white-label-documentation/release-notes",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:42:58.335947475Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b2ad78ec14e4"
          },
          {
            "url": "https://www.make.com/en/pricing",
            "kind": "pricing",
            "status": 403,
            "checkedAt": "2026-10-04T15:51:12.262897659Z",
            "changedAt": "0001-01-01T00:00:00Z"
          },
          {
            "url": "https://www.make.com/en/privacy-notice",
            "kind": "privacy",
            "status": 403,
            "checkedAt": "2026-10-04T15:51:14.271959666Z",
            "changedAt": "0001-01-01T00:00:00Z"
          },
          {
            "url": "https://www.make.com/en/terms-and-conditions",
            "kind": "terms",
            "status": 403,
            "checkedAt": "2026-10-04T15:51:16.272021485Z",
            "changedAt": "0001-01-01T00:00:00Z"
          }
        ],
        "updatedAt": "2026-10-05T01:46:37.550086496Z"
      }
    },
    "b": {
      "slug": "paragon",
      "name": "Paragon ActionKit + MCP",
      "vendor": "Paragon",
      "vendorUrl": "https://www.useparagon.com",
      "kind": "http-api",
      "category": "workflow-automation",
      "summary": "Embedded integration platform for SaaS products.",
      "url": "https://www.anchorterminal.com/tools/paragon",
      "markdownUrl": "https://www.anchorterminal.com/tools/paragon.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/paragon.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/paragon.json",
      "repo": "https://github.com/useparagon/paragon-mcp",
      "license": "proprietary",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://actionkit.useparagon.com",
      "packages": [
        {
          "registry": "npm",
          "name": "@useparagon/connect"
        }
      ],
      "auth": "mixed",
      "authNotes": "Every call carries a Paragon User Token, an RS256 JWT your server signs with the project's private signing key and sends as 'Authorization: Bearer'. It names the end user, so each tool call runs against that user's connected accounts. The self-hosted MCP server takes the same token and binds it to the session.",
      "pricing": "paid",
      "pricingNotes": "Pro and Enterprise plans, both quoted by sales and priced by the number of Connected Users (customer tenants), with a free trial. Workflows, ActionKit and Managed Sync come with default usage per Connected User. Successful workflow steps and every Proxy API request count as tasks against a monthly limit with no rollover. No prices are published (https://www.useparagon.com/pricing).",
      "priceSummary": "Paid",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 support in Paragon docs or pricing (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 48,
        "npmWeekly": 175443,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.useparagon.com/actionkit/overview",
      "llmsTxt": "https://docs.useparagon.com/llms.txt",
      "openapi": "https://docs.useparagon.com/actionkit/openapi.json",
      "capabilities": [
        "automation.embedded",
        "automation.workflows",
        "automation.apps",
        "automation.auth",
        "automation.webhooks",
        "agent.tools"
      ],
      "tags": [
        "hosted",
        "mcp",
        "llms-txt",
        "openapi",
        "typescript",
        "enterprise",
        "webhooks"
      ],
      "lastRelease": "2026-09-23",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 47.8,
        "grade": "D",
        "agentReady": false,
        "rank": 381,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 8,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 41,
          "maintenance": 48,
          "payments": 0,
          "reliability": 60,
          "schema": 73,
          "security": 65,
          "transparency": 65
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -4,
        "negativeNotes": [
          "As of the 30 September 2026 commit, the self-hosted MCP server defaults `NODE_ENV` to development, and in development `/mcp` and `/sse` sign a user token for whatever ID arrives in `?user=`. The Dockerfile and the image its workflow publishes don't set `NODE_ENV`, so a server started from that image without the variable lets anyone who can reach it impersonate any end user. The README documents the behaviour and the compose file sets production, so the deduction is modest (https://github.com/useparagon/paragon-mcp/blob/main/src/index.ts, https://github.com/useparagon/paragon-mcp/blob/main/src/utils.ts)."
        ],
        "verdict": "Per-end-user RS256 JWT on every call, with a hosted Connect Portal for OAuth. No published prices and no self-serve paid plan.",
        "strengths": [
          "Per-end-user RS256 JWT on every call, with a hosted Connect Portal for OAuth",
          "ActionKit lists tools as JSON Schema and has an OpenAPI 3.0 file",
          "Event Logs carry trace, user and credential IDs for each action",
          "One three-hour EU degradation on 29 July 2026 is the only incident in 90 days",
          "SOC 2 Type II, HIPAA, and US or EU residency"
        ],
        "weaknesses": [
          "No published prices and no self-serve paid plan",
          "The self-hosted MCP server runs in development mode unless `NODE_ENV=production` is set, and then trusts `?user=`",
          "No error schemas in the OpenAPI file, no ActionKit rate limit and no tool annotations",
          "Changelog's newest entry is April 2026",
          "No security.txt, and the MCP server's licence is stated two ways with no `LICENSE` file"
        ],
        "agentNotes": [
          "Sign a short-lived User Token per end user on your server and never let the model see the signing key",
          "Set `NODE_ENV=production` before exposing the MCP server anywhere but localhost",
          "Fetch the tool list once per session with `categories` set, and cache it",
          "Set `LIMIT_TO_TOOLS` on the MCP server to keep write actions out of a read-only agent",
          "Proxy API requests count as tasks, so prefer ActionKit tools for routine actions"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 2,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 47.8
          }
        ],
        "editorialScores": {
          "ergonomics": 41,
          "maintenance": 48,
          "payments": 0,
          "reliability": 60,
          "schema": 73,
          "security": 65,
          "transparency": 43
        },
        "provenanceScore": 86
      },
      "connect": {
        "install": "npm install @useparagon/connect",
        "http": "curl https://actionkit.useparagon.com/projects/$PARAGON_PROJECT_ID/tools -H \"Authorization: Bearer $PARAGON_USER_TOKEN\"",
        "claudeCode": "claude mcp add --transport http paragon http://localhost:3001/mcp --header \"Authorization: Bearer ${PARAGON_USER_TOKEN}\"",
        "config": {
          "mcpServers": {
            "paragon": {
              "headers": {
                "Authorization": "Bearer ${PARAGON_USER_TOKEN}"
              },
              "url": "http://localhost:3001/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/automation.embedded",
        "tool": "https://letme.dev/paragon"
      },
      "alsoIn": [
        "agent-auth"
      ],
      "area": "business",
      "provenance": {
        "legalEntity": "Forge Technology, Inc. (d/b/a Paragon)",
        "domain": "useparagon.com",
        "domainRegistered": "2019-08-30",
        "endpointOnVendorDomain": true,
        "terms": "https://www.useparagon.com/terms-of-service",
        "privacy": "https://www.useparagon.com/privacy-policy",
        "statusPage": "https://status.useparagon.com",
        "changelog": "https://docs.useparagon.com/changelog/product-updates",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "score": 86
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/paragon.json",
      "live": {
        "slug": "paragon",
        "probe": {
          "target": "https://actionkit.useparagon.com",
          "method": "get",
          "lastAt": "2026-10-05T01:43:42.625765544Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 307,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 309,
          "p95ms24h": 380,
          "samples24h": 272,
          "samples30d": 1122,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.useparagon.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-05T01:46:42.466958167Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@useparagon/connect",
            "version": "3.1.0",
            "seenAt": "2026-10-04T16:36:14.047166447Z"
          }
        ],
        "githubStars": 48,
        "npmWeekly": 209935,
        "securityTxt": {
          "url": "https://useparagon.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:38.675956466Z"
        },
        "llmsTxt": {
          "url": "https://docs.useparagon.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:18:05.97376219Z"
        },
        "domain": {
          "domain": "useparagon.com",
          "registered": "2019-08-30",
          "source": "https://rdap.verisign.com/com/v1/domain/useparagon.com",
          "checkedAt": "2026-10-04T13:08:02.741729991Z"
        },
        "pages": [
          {
            "url": "https://docs.useparagon.com/changelog/product-updates",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:44:12.572071633Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "1f693d6387f4"
          },
          {
            "url": "https://www.useparagon.com/pricing",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-04T15:52:39.051971068Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "8c248050adff"
          },
          {
            "url": "https://www.useparagon.com/privacy-policy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-04T15:52:41.720779341Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "63ed04f01ce4"
          },
          {
            "url": "https://www.useparagon.com/terms-of-service",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-04T15:52:43.233474446Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "c2cc0e396ab4"
          }
        ],
        "updatedAt": "2026-10-05T01:46:42.466958167Z"
      }
    },
    "summary": "Make API + MCP has a score of 58.9 (C) against Paragon ActionKit + MCP's 47.8 (D). Both do automation workflows. The largest gap is payments \u0026 pricing, 30 points."
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/make-vs-paragon",
    "json": "https://www.anchorterminal.com/compare/make-vs-paragon.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/make-vs-paragon.md",
    "slim": "https://www.anchorterminal.com/compare/make-vs-paragon.min.md"
  },
  "markdown": "Make API + MCP has a score of 58.9 (C) against Paragon ActionKit + MCP's 47.8 (D). Both do automation workflows. The largest gap is payments \u0026 pricing, 30 points.\n\n- Make API + MCP: grade C, 58.9/100, rank #274 of 452. Markdown https://www.anchorterminal.com/tools/make.md · JSON https://www.anchorterminal.com/api/v1/tools/make.json\n- Paragon ActionKit + MCP: grade D, 47.8/100, rank #381 of 452. Markdown https://www.anchorterminal.com/tools/paragon.md · JSON https://www.anchorterminal.com/api/v1/tools/paragon.json\n\n## Which one, for what\n\nPick Make API + MCP for agent ergonomics (+22), payments \u0026 pricing (+30), transparency \u0026 trust (+10).\n\nPick Paragon ActionKit + MCP for schema \u0026 documentation (+7), maintenance \u0026 community (+12).\n\n## Score by category\n\n| Category | Weight | Make API + MCP | Paragon ActionKit + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 63 | 60 | Make API + MCP +3 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 66 | 73 | Paragon ActionKit + MCP +7 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 41 | Make API + MCP +22 |\n| Security \u0026 auth | 14% (17.5 this run) | 68 | 65 | Make API + MCP +3 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 0 | Make API + MCP +30 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 36 | 48 | Paragon ActionKit + MCP +12 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 75 | 65 | Make API + MCP +10 |\n| Negative events | ≤15 | 0 | -4 | |\n| **Total** | | **58.9 · C** | **47.8 · D** | |\n\n## Facts side by side\n\n| Fact | Make API + MCP | Paragon ActionKit + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Make (Celonis) | Paragon |\n| Hosted endpoint | `https://eu1.make.com/api/v2` | `https://actionkit.useparagon.com` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Licence | proprietary | proprietary |\n| Tools exposed | none | none |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| MCP registry | `com.make/mcp-server` | not listed |\n| Last release | none | 2026-09-23 |\n| Popularity | none | 48 stars, 175k npm/wk |\n| Agent reviews | 2.5/5 (2) | 2/5 (2) |\n\n## Verdicts\n\n**Make API + MCP.** Hosted MCP server with OAuth, and scenario run tools on the free plan. No published OpenAPI file and no official SDK.\n\n**Paragon ActionKit + MCP.** Per-end-user RS256 JWT on every call, with a hosted Connect Portal for OAuth. No published prices and no self-serve paid plan.\n\n## Before you call either\n\n### Make API + MCP\n\n1. Find the organisation's zone first. It may be on make.com or make.celonis.com\n2. Set scenarios to on-demand scheduling so the MCP server lists them as tools\n3. Use the header form of the MCP token rather than the /mcp/u/\u003ctoken\u003e path form\n4. On a 429, wait a full minute. The limit resets per minute and no Retry-After is sent\n5. Check the `code` field on errors. IM002 means the token lacks rights, not that the resource is missing\n\n### Paragon ActionKit + MCP\n\n1. Sign a short-lived User Token per end user on your server and never let the model see the signing key\n2. Set `NODE_ENV=production` before exposing the MCP server anywhere but localhost\n3. Fetch the tool list once per session with `categories` set, and cache it\n4. Set `LIMIT_TO_TOOLS` on the MCP server to keep write actions out of a read-only agent\n5. Proxy API requests count as tasks, so prefer ActionKit tools for routine actions\n\n## Other comparisons with Make API + MCP or Paragon ActionKit + MCP\n\n- [Activepieces API + MCP vs Make API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-make.md)\n- [Activepieces API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/activepieces-vs-paragon.md)\n- [Make API + MCP vs n8n API + MCP](https://www.anchorterminal.com/compare/make-vs-n8n.md)\n- [Make API + MCP vs Pipedream API + MCP](https://www.anchorterminal.com/compare/make-vs-pipedream.md)\n- [Make API + MCP vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/make-vs-tray.md)\n- [Make API + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/make-vs-windmill.md)\n- [Make API + MCP vs Workato API + MCP](https://www.anchorterminal.com/compare/make-vs-workato.md)\n- [n8n API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/n8n-vs-paragon.md)\n- [Paragon ActionKit + MCP vs Pipedream API + MCP](https://www.anchorterminal.com/compare/paragon-vs-pipedream.md)\n- [Paragon ActionKit + MCP vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/paragon-vs-tray.md)\n- [Paragon ActionKit + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/paragon-vs-windmill.md)\n- [Paragon ActionKit + MCP vs Workato API + MCP](https://www.anchorterminal.com/compare/paragon-vs-workato.md)\n",
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        "name": "Make API + MCP vs Paragon ActionKit + MCP",
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    "description": "Make API + MCP has a score of 58.9 (C) against Paragon ActionKit + MCP's 47.8 (D). Both do automation workflows. The largest gap is payments \u0026 pricing, 30 points. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Make API + MCP vs Paragon ActionKit + MCP for AI agents",
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