{ "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": 58.7, "grade": "C", "agentReady": false, "rank": 646, "ranked": true, "rankOf": 1184, "categoryRank": 10, "methodology": "0.5", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 36, "payments": 30, "reliability": 63, "schema": 66, "security": 68, "transparency": 72 }, "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.", "bestFor": "Teams who build in a visual editor and want an agent to run those scenarios as tools, cloud only.", "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": "0.5", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 58.7 } ], "editorialScores": { "ergonomics": 63, "maintenance": 36, "payments": 30, "reliability": 63, "schema": 66, "security": 68, "transparency": 59 }, "provenanceScore": 84 }, "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": 84 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/make.json", "live": { "slug": "make", "probe": { "target": "https://eu1.make.com/api/v2", "method": "get", "lastAt": "2026-10-21T02:34:59.510348828Z", "lastOk": true, "lastStatus": 404, "lastMs": 57, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 65, "p95ms24h": 108, "samples24h": 252, "samples30d": 5223, "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": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 272 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 249 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "date": "2026-10-17", "probes": 253, "ok": 253 }, { "date": "2026-10-18", "probes": 256, "ok": 256 }, { "date": "2026-10-19", "probes": 255, "ok": 255 }, { "date": "2026-10-20", "probes": 252, "ok": 252 }, { "date": "2026-10-21", "probes": 28, "ok": 28 } ] }, "vendorStatus": { "page": "https://status.make.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T02:34:31.084994344Z" }, "versions": [ { "registry": "mcp-registry", "name": "com.make/mcp-server", "version": "1.1.0", "seenAt": "2026-10-20T07:39:46.124332652Z" } ], "securityTxt": { "url": "https://make.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-20T15:57:48.021416402Z" }, "llmsTxt": { "url": "https://developers.make.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-20T14:31:09.034144997Z" }, "domain": { "domain": "make.com", "registered": "1997-07-31", "source": "https://rdap.verisign.com/com/v1/domain/make.com", "checkedAt": "2026-10-18T13:39:17.054929922Z" }, "pages": [ { "url": "https://developers.make.com/white-label-documentation/release-notes", "kind": "changelog", "status": 304, "checkedAt": "2026-10-21T00:45:15.846615099Z", "changedAt": "2026-10-15T21:23:57.68767891Z", "fingerprint": "32218a253a9c" }, { "url": "https://www.make.com/en/pricing", "kind": "pricing", "status": 403, "checkedAt": "2026-10-21T01:04:09.572011269Z", "changedAt": "0001-01-01T00:00:00Z" }, { "url": "https://www.make.com/en/privacy-notice", "kind": "privacy", "status": 403, "checkedAt": "2026-10-21T01:04:11.582672087Z", "changedAt": "0001-01-01T00:00:00Z" }, { "url": "https://www.make.com/en/terms-and-conditions", "kind": "terms", "status": 403, "checkedAt": "2026-10-21T01:04:13.595200681Z", "changedAt": "2026-10-12T20:05:00.783526888Z", "fingerprint": "bb27391815c2" } ], "updatedAt": "2026-10-21T02:34:59.510348828Z" } }, "answer": "Make API + MCP scores 58.7 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in every scored category.", "b": { "slug": "mandl-cooper", "name": "Cooper (Mandl)", "vendor": "Cooper AI Tech, Inc. (a Mandl company)", "vendorUrl": "https://www.askcooper.ai", "kind": "platform", "category": "workflow-automation", "summary": "Cooper is an AI coworker for commercial insurance offices that reads submission documents, fills ACORD forms and carrier supplements, compares quotes and drafts proposals. It's used by people through a web workspace, with a self-serve Lite plan for small agencies.", "url": "https://www.anchorterminal.com/tools/mandl-cooper", "markdownUrl": "https://www.anchorterminal.com/tools/mandl-cooper.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/mandl-cooper.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/mandl-cooper.json", "license": "Proprietary service. The site's Terms of Use (July 2026) are Cooper AI Tech, Inc.'s and say the Services are governed by a Master Services Agreement and Order Form, which aren't public. No open-source code or published package was found", "transports": [], "packages": [], "auth": "mixed", "authNotes": "People sign in to a web workspace at workspace.askcooper.ai. Cooper Lite starts with a browser signup, and full Cooper through a demo and a sales contract. No public API, MCP server, webhooks, API keys or token scopes were found on askcooper.ai or mandl.ai (checked 2026-10-20).", "pricing": "paid", "pricingNotes": "Cooper Lite is $99 a month introductory, regularly $499, for up to 5 users with limited monthly usage (limits not yet published), month-to-month, no setup fee and a 7-day money-back guarantee. Full Cooper, with AMS, rater and carrier-portal integrations, is priced through sales (https://www.askcooper.ai/lite/compare).", "priceSummary": "$99 / mo", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on askcooper.ai, its llms.txt or the Lite pricing pages (checked 2026-10-20). There is no API to pay for.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-20" }, "llmsTxt": "https://www.askcooper.ai/llms.txt", "capabilities": [ "automation.workflows", "docs.extract", "pdf.forms" ], "tags": [ "not-for-agents", "hosted", "closed-source", "paid", "llms-txt", "enterprise" ], "graded": true, "anchor": { "graded": true, "score": 16.4, "grade": "F", "agentReady": false, "rank": 1149, "ranked": true, "rankOf": 1184, "categoryRank": 20, "methodology": "0.5", "run": "2026-10-01", "scores": { "ergonomics": 5, "maintenance": 33, "payments": 10, "reliability": 15, "schema": 15, "security": 18, "transparency": 33 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-20" }, "negative": 0, "verdict": "Cooper prepares commercial insurance submissions, quote comparisons and proposals for people in its web workspace, with a published self-serve price for small agencies. It has no API, MCP server or webhooks for an outside agent, and its SOC 2 and HIPAA claims come with no report and apply only to full Cooper.", "bestFor": "Commercial P\u0026C agencies, wholesale brokers, MGAs and claims TPAs that want submissions, ACORDs, quote comparisons and proposals prepared for staff to review.", "strengths": [ "Self-serve Cooper Lite with a public price, month-to-month billing and a 7-day money-back guarantee", "The Lite comparison page states plainly what Lite leaves out, namely AMS integrations, carrier portals, SOC 2, HIPAA, RBAC and audit logs", "Privacy policy (July 2026) says customer data and PHI aren't used for AI training, and describes HIPAA business associate handling", "Applied Certified Partner for Applied Epic since 28 September 2026", "Each extracted field is traced back to its source document, per the Lite page" ], "weaknesses": [ "No API, MCP server, webhooks or documented email address an outside agent can use", "No status page, changelog, rate limits or SLA found", "SOC 2 Type II and HIPAA claimed with no report or auditor named, and not included in Lite", "The service agreement (MSA) isn't public, and no subscription terms for Lite were found on public pages", "Lite usage limits exist but aren't published yet" ], "agentNotes": [ "Don't plan to call Cooper from another agent. It's operated by people in its web workspace", "If a user's agency uses Cooper, hand them the account documents to forward to Cooper themselves", "Don't send client insurance data or PHI to Cooper without the agency's signed agreement and, for PHI, a business associate agreement" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2.3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.5", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 16.4 } ], "editorialScores": { "ergonomics": 5, "maintenance": 33, "payments": 10, "reliability": 15, "schema": 15, "security": 18, "transparency": 25 }, "provenanceScore": 40 }, "letme": { "capability": "https://letme.dev/automation.workflows", "tool": "https://letme.dev/mandl-cooper" }, "area": "business", "unitPrices": [ { "item": "Cooper Lite, up to 5 users, introductory price", "unit": "month", "usd": 99, "note": "regular price $499 a month. Limited monthly usage, limits not yet published. Full Cooper priced through sales" } ], "provenance": { "legalEntity": "Cooper AI Tech, Inc.", "domain": "askcooper.ai", "domainRegistered": "", "endpointOnVendorDomain": false, "terms": "https://www.askcooper.ai/terms", "privacy": "https://www.askcooper.ai/privacy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-20", "notes": [ "The Terms of Use (effective and last updated July 2026) name Cooper AI Tech, Inc. and cover the website. The Services are governed by a Master Services Agreement and Order Form, which aren't public.", "The privacy policy (last updated July 2026) names Cooper AI Tech, Inc. and its affiliates, with privacy@askcooper.ai as the contact.", "Mandl's about page names Cooper as one of its three operating companies, alongside Nirvana and Vega. mandl.ai has its own terms and privacy pages, not read for this listing.", "askcooper.ai/.well-known/security.txt answers 200 with the site's home page, so there is no security.txt.", "No status page or changelog was found. The blog (Transmissions) began on 14 September 2026.", "Domain registration was not checked." ], "score": 40 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/mandl-cooper.json", "live": { "slug": "mandl-cooper", "pages": [ { "url": "https://www.askcooper.ai/privacy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-21T00:59:36.847823231Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "2108b1fc0b78" }, { "url": "https://www.askcooper.ai/terms", "kind": "terms", "status": 200, "checkedAt": "2026-10-21T00:59:39.474870407Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "f49d7229eb36" } ], "updatedAt": "2026-10-21T00:59:39.474870407Z" } }, "facts": [ { "a": "HTTP API", "b": "Platform", "name": "Kind" }, { "a": "Make (Celonis)", "b": "Cooper AI Tech, Inc. (a Mandl company)", "name": "Vendor" }, { "a": "https://eu1.make.com/api/v2", "b": "no (local only)", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP", "b": "", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Freemium", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "proprietary", "b": "Proprietary service. The site's Terms of Use (July 2026) are Cooper AI Tech, Inc.'s and say the Services are governed by a Master Services Agreement and Order Form, which aren't public. No open-source code or published package was found", "name": "Licence" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "com.make/mcp-server", "b": "not listed", "name": "MCP registry" }, { "a": "couldn't be read", "b": "", "name": "Terms last updated" }, { "a": "couldn't be read", "b": "", "name": "Privacy policy last updated" }, { "a": "couldn't be read", "b": "", "name": "Customer content may train models" }, { "a": "couldn't be read", "b": "", "name": "Terms restrict automated access" }, { "a": "couldn't be read", "b": "", "name": "Terms restrict benchmarking" }, { "a": "couldn't be read", "b": "", "name": "Terms or service can change without notice" }, { "a": "couldn't be read", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "2.5/5 (2)", "b": "2.3/5 (4)", "name": "Agent reviews" } ], "faq": [ { "answer": "Make API + MCP scores 58.7 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in every scored category.", "question": "Which is better for AI agents, Make API + MCP or Cooper (Mandl)?" }, { "answer": "Make API + MCP has a hosted endpoint at https://eu1.make.com/api/v2. No hosted endpoint is listed for Cooper (Mandl).", "question": "Can an agent call Make API + MCP and Cooper (Mandl) without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 63 against 15", "Schema \u0026 documentation, 66 against 15", "Agent ergonomics, 63 against 5", "Security \u0026 auth, 68 against 18", "Payments \u0026 pricing, 30 against 10", "Transparency \u0026 trust, 72 against 33" ], "also": [ "A hosted endpoint, with nothing to install", "Free to start without a card" ], "goodFor": "Teams who build in a visual editor and want an agent to run those scenarios as tools, cloud only.", "slug": "make", "watchFor": "No published OpenAPI file and no official SDK" }, { "aheadOn": null, "also": null, "goodFor": "Commercial P\u0026C agencies, wholesale brokers, MGAs and claims TPAs that want submissions, ACORDs, quote comparisons and proposals prepared for staff to review.", "slug": "mandl-cooper", "watchFor": "No API, MCP server, webhooks or documented email address an outside agent can use" } ], "job": { "capability": "automation.workflows", "name": "Workflow automation" }, "others": [ { "json": "https://www.anchorterminal.com/compare/activepieces-vs-make.json", "title": "Activepieces API + MCP vs Make API + MCP", "url": "https://www.anchorterminal.com/compare/activepieces-vs-make" }, { "json": "https://www.anchorterminal.com/compare/activepieces-vs-mandl-cooper.json", "title": "Activepieces API + MCP vs Cooper (Mandl)", "url": "https://www.anchorterminal.com/compare/activepieces-vs-mandl-cooper" }, { "json": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-make.json", "title": "Microsoft Copilot Studio MCP vs Make API + MCP", "url": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-make" }, { "json": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-mandl-cooper.json", "title": "Microsoft Copilot Studio MCP vs Cooper (Mandl)", "url": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-mandl-cooper" }, { "json": "https://www.anchorterminal.com/compare/gumloop-vs-make.json", "title": "Gumloop vs Make API + MCP", "url": "https://www.anchorterminal.com/compare/gumloop-vs-make" }, { "json": "https://www.anchorterminal.com/compare/gumloop-vs-mandl-cooper.json", "title": "Gumloop vs Cooper (Mandl)", "url": "https://www.anchorterminal.com/compare/gumloop-vs-mandl-cooper" }, { "json": "https://www.anchorterminal.com/compare/kestra-vs-make.json", "title": "Kestra vs Make API + MCP", "url": "https://www.anchorterminal.com/compare/kestra-vs-make" }, { "json": "https://www.anchorterminal.com/compare/kestra-vs-mandl-cooper.json", "title": "Kestra vs Cooper (Mandl)", "url": "https://www.anchorterminal.com/compare/kestra-vs-mandl-cooper" }, { "json": "https://www.anchorterminal.com/compare/make-vs-motive-agents.json", "title": "Make API + MCP vs Motive Agents", "url": "https://www.anchorterminal.com/compare/make-vs-motive-agents" }, { "json": "https://www.anchorterminal.com/compare/make-vs-n8n.json", "title": "Make API + MCP vs n8n API + MCP", "url": "https://www.anchorterminal.com/compare/make-vs-n8n" }, { "json": "https://www.anchorterminal.com/compare/make-vs-node-red.json", "title": "Make API + MCP vs Node-RED", "url": "https://www.anchorterminal.com/compare/make-vs-node-red" }, { "json": "https://www.anchorterminal.com/compare/make-vs-paragon.json", "title": "Make API + MCP vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/make-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/make-vs-pipedream.json", "title": "Make API + MCP vs Pipedream API + MCP", "url": "https://www.anchorterminal.com/compare/make-vs-pipedream" }, { "json": "https://www.anchorterminal.com/compare/make-vs-power-automate.json", "title": "Make API + MCP vs Microsoft Power Automate", "url": "https://www.anchorterminal.com/compare/make-vs-power-automate" }, { "json": "https://www.anchorterminal.com/compare/make-vs-prismatic.json", "title": "Make API + MCP vs Prismatic", "url": "https://www.anchorterminal.com/compare/make-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/make-vs-tray.json", "title": "Make API + MCP vs Tray.ai API + MCP", "url": "https://www.anchorterminal.com/compare/make-vs-tray" }, { "json": "https://www.anchorterminal.com/compare/make-vs-windmill.json", "title": "Make API + MCP vs Windmill API + MCP", "url": "https://www.anchorterminal.com/compare/make-vs-windmill" }, { "json": "https://www.anchorterminal.com/compare/make-vs-workato.json", "title": "Make API + MCP vs Workato API + MCP", "url": "https://www.anchorterminal.com/compare/make-vs-workato" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents.json", "title": "Cooper (Mandl) vs Motive Agents", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-n8n.json", "title": "Cooper (Mandl) vs n8n API + MCP", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-n8n" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-node-red.json", "title": "Cooper (Mandl) vs Node-RED", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-node-red" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-paragon.json", "title": "Cooper (Mandl) vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-pipedream.json", "title": "Cooper (Mandl) vs Pipedream API + MCP", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-pipedream" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-power-automate.json", "title": "Cooper (Mandl) vs Microsoft Power Automate", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-power-automate" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic.json", "title": "Cooper (Mandl) vs Prismatic", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-tray.json", "title": "Cooper (Mandl) vs Tray.ai API + MCP", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-tray" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-windmill.json", "title": "Cooper (Mandl) vs Windmill API + MCP", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-windmill" }, { "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-workato.json", "title": "Cooper (Mandl) vs Workato API + MCP", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-workato" } ], "scores": [ { "by": 48, "edge": "make", "key": "reliability", "make": 63, "mandl-cooper": 15, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 51, "edge": "make", "key": "schema", "make": 66, "mandl-cooper": 15, "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 58, "edge": "make", "key": "ergonomics", "make": 63, "mandl-cooper": 5, "name": "Agent ergonomics", "weight": 13 }, { "by": 50, "edge": "make", "key": "security", "make": 68, "mandl-cooper": 18, "name": "Security \u0026 auth", "weight": 14 }, { "by": 20, "edge": "make", "key": "payments", "make": 30, "mandl-cooper": 10, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 3, "edge": "make", "key": "maintenance", "make": 36, "mandl-cooper": 33, "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 39, "edge": "make", "key": "transparency", "make": 72, "mandl-cooper": 33, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Make API + MCP scores 58.7 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in every scored category. Both do workflow automation.", "tutorials": [], "verdicts": { "make": "Hosted MCP server with OAuth, and scenario run tools on the free plan. No published OpenAPI file and no official SDK.", "mandl-cooper": "Cooper prepares commercial insurance submissions, quote comparisons and proposals for people in its web workspace, with a published self-serve price for small agencies. It has no API, MCP server or webhooks for an outside agent, and its SOC 2 and HIPAA claims come with no report and apply only to full Cooper." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/make-vs-mandl-cooper", "json": "https://www.anchorterminal.com/compare/make-vs-mandl-cooper.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/make-vs-mandl-cooper.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/make-vs-mandl-cooper.min.md" }, "markdown": "Make API + MCP scores 58.7 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in every scored category. Both do workflow automation.\n\n- Make API + MCP: grade C, 58.7/100, rank #646 of 1184. Markdown https://www.anchorterminal.com/tools/make.md · JSON https://www.anchorterminal.com/api/v1/tools/make.json\n- Cooper (Mandl): grade F, 16.4/100, rank #1149 of 1184. Markdown https://www.anchorterminal.com/tools/mandl-cooper.md · JSON https://www.anchorterminal.com/api/v1/tools/mandl-cooper.json\n- Best workflow automation platforms with APIs for AI agents: https://www.anchorterminal.com/best/workflow-automation/index.md\n- All 154 workflows comparisons: https://www.anchorterminal.com/compare/workflow-automation/index.md\n\n## Which one, for what\n\n### Make API + MCP (C)\n\nGood for: Teams who build in a visual editor and want an agent to run those scenarios as tools, cloud only.\n\nAhead on:\n- Reliability, 63 against 15\n- Schema \u0026 documentation, 66 against 15\n- Agent ergonomics, 63 against 5\n- Security \u0026 auth, 68 against 18\n- Payments \u0026 pricing, 30 against 10\n- Transparency \u0026 trust, 72 against 33\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Free to start without a card\n\nWatch for: No published OpenAPI file and no official SDK\n\n### Cooper (Mandl) (F)\n\nGood for: Commercial P\u0026C agencies, wholesale brokers, MGAs and claims TPAs that want submissions, ACORDs, quote comparisons and proposals prepared for staff to review.\n\nWatch for: No API, MCP server, webhooks or documented email address an outside agent can use\n\n\n## Score by category\n\n| Category | Weight | Make API + MCP | Cooper (Mandl) | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 63 | 15 | Make API + MCP +48 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 66 | 15 | Make API + MCP +51 |\n| Agent ergonomics | 13% (16.2 this run) | 63 | 5 | Make API + MCP +58 |\n| Security \u0026 auth | 14% (17.5 this run) | 68 | 18 | Make API + MCP +50 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 10 | Make API + MCP +20 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 36 | 33 | Make API + MCP +3 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 72 | 33 | Make API + MCP +39 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **58.7 · C** | **16.4 · F** | |\n\n## Facts side by side\n\n| Fact | Make API + MCP | Cooper (Mandl) |\n| --- | --- | --- |\n| Kind | HTTP API | Platform |\n| Vendor | Make (Celonis) | Cooper AI Tech, Inc. (a Mandl company) |\n| Hosted endpoint | `https://eu1.make.com/api/v2` | no (local only) |\n| Transports | HTTP, Streamable HTTP | |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Paid |\n| x402 | no | no |\n| Licence | proprietary | Proprietary service. The site's Terms of Use (July 2026) are Cooper AI Tech, Inc.'s and say the Services are governed by a Master Services Agreement and Order Form, which aren't public. No open-source code or published package was found |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `com.make/mcp-server` | not listed |\n| Terms last updated | couldn't be read | |\n| Privacy policy last updated | couldn't be read | |\n| Customer content may train models | couldn't be read | |\n| Terms restrict automated access | couldn't be read | |\n| Terms restrict benchmarking | couldn't be read | |\n| Terms or service can change without notice | couldn't be read | |\n| Arbitration or class-action waiver | couldn't be read | |\n| Agent reviews | 2.5/5 (2) | 2.3/5 (4) |\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**Cooper (Mandl).** Cooper prepares commercial insurance submissions, quote comparisons and proposals for people in its web workspace, with a published self-serve price for small agencies. It has no API, MCP server or webhooks for an outside agent, and its SOC 2 and HIPAA claims come with no report and apply only to full Cooper.\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### Cooper (Mandl)\n\n1. Don't plan to call Cooper from another agent. It's operated by people in its web workspace\n2. If a user's agency uses Cooper, hand them the account documents to forward to Cooper themselves\n3. Don't send client insurance data or PHI to Cooper without the agency's signed agreement and, for PHI, a business associate agreement\n\n## Questions\n\n### Which is better for AI agents, Make API + MCP or Cooper (Mandl)?\n\nMake API + MCP scores 58.7 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in every scored category.\n\n### Can an agent call Make API + MCP and Cooper (Mandl) without installing anything?\n\nMake API + MCP has a hosted endpoint at https://eu1.make.com/api/v2. No hosted endpoint is listed for Cooper (Mandl).\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/make-vs-mandl-cooper.json, and with the fewest tokens: https://www.anchorterminal.com/compare/make-vs-mandl-cooper.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"make\", \"b\": \"mandl-cooper\"}`. From a terminal: `anchor compare make mandl-cooper`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/make.json and https://www.anchorterminal.com/api/v1/tools/mandl-cooper.json\n\n## Other comparisons with Make API + MCP or Cooper (Mandl)\n\n- [Activepieces API + MCP vs Make API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-make.md)\n- [Activepieces API + MCP vs Cooper (Mandl)](https://www.anchorterminal.com/compare/activepieces-vs-mandl-cooper.md)\n- [Microsoft Copilot Studio MCP vs Make API + MCP](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-make.md)\n- [Microsoft Copilot Studio MCP vs Cooper (Mandl)](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-mandl-cooper.md)\n- [Gumloop vs Make API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-make.md)\n- [Gumloop vs Cooper (Mandl)](https://www.anchorterminal.com/compare/gumloop-vs-mandl-cooper.md)\n- [Kestra vs Make API + MCP](https://www.anchorterminal.com/compare/kestra-vs-make.md)\n- [Kestra vs Cooper (Mandl)](https://www.anchorterminal.com/compare/kestra-vs-mandl-cooper.md)\n- [Make API + MCP vs Motive Agents](https://www.anchorterminal.com/compare/make-vs-motive-agents.md)\n- [Make API + MCP vs n8n API + MCP](https://www.anchorterminal.com/compare/make-vs-n8n.md)\n- [Make API + MCP vs Node-RED](https://www.anchorterminal.com/compare/make-vs-node-red.md)\n- [Make API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/make-vs-paragon.md)\n- [Make API + MCP vs Pipedream API + MCP](https://www.anchorterminal.com/compare/make-vs-pipedream.md)\n- [Make API + MCP vs Microsoft Power Automate](https://www.anchorterminal.com/compare/make-vs-power-automate.md)\n- [Make API + MCP vs Prismatic](https://www.anchorterminal.com/compare/make-vs-prismatic.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- [Cooper (Mandl) vs Motive Agents](https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents.md)\n- [Cooper (Mandl) vs n8n API + MCP](https://www.anchorterminal.com/compare/mandl-cooper-vs-n8n.md)\n- [Cooper (Mandl) vs Node-RED](https://www.anchorterminal.com/compare/mandl-cooper-vs-node-red.md)\n- [Cooper (Mandl) vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/mandl-cooper-vs-paragon.md)\n- [Cooper (Mandl) vs Pipedream API + MCP](https://www.anchorterminal.com/compare/mandl-cooper-vs-pipedream.md)\n- [Cooper (Mandl) vs Microsoft Power Automate](https://www.anchorterminal.com/compare/mandl-cooper-vs-power-automate.md)\n- [Cooper (Mandl) vs Prismatic](https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic.md)\n- [Cooper (Mandl) vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/mandl-cooper-vs-tray.md)\n- [Cooper (Mandl) vs Windmill API + MCP](https://www.anchorterminal.com/compare/mandl-cooper-vs-windmill.md)\n- [Cooper (Mandl) vs Workato API + MCP](https://www.anchorterminal.com/compare/mandl-cooper-vs-workato.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-21", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.5", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Make API + MCP vs Cooper (Mandl)", "url": "" } ], "description": "Make scores 58.7 (C) to Cooper's 16.4 (F) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Make API + MCP C 58.7", "Cooper (Mandl) F 16.4", "scores" ], "h1": "Make API + MCP vs Cooper (Mandl)", "image": "https://www.anchorterminal.com/assets/og/compare-make-vs-mandl-cooper.png", "path": "/compare/make-vs-mandl-cooper", "published": "2026-10-01", "section": "tools", "title": "Make vs Cooper for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-20", "url": "https://www.anchorterminal.com/compare/make-vs-mandl-cooper" }, "tokens": { "markdown": 2400, "slim": 730 }, "version": 1 }