{ "data": { "a": { "slug": "kognitos", "name": "Kognitos", "vendor": "Kognitos, Inc.", "vendorUrl": "https://www.kognitos.com/", "kind": "http-api", "category": "workflow-automation", "summary": "Kognitos is a hosted platform that runs finance and banking procedures written in plain English, through an app, a REST API and a hosted MCP server. AI Employees and Context Graphs entered customer preview on 21 October 2026.", "url": "https://www.anchorterminal.com/tools/kognitos", "markdownUrl": "https://www.anchorterminal.com/tools/kognitos.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/kognitos.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/kognitos.json", "repo": "https://github.com/kognitos/openapi", "license": "Proprietary service under Kognitos's Terms of Service (published 19 November 2025, California law, courts in Santa Clara). The OpenAPI file, the Node.js SDK and the coding-agent plugin repositories are MIT", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://app.us-1.kognitos.com/api/v1", "packages": [ { "registry": "npm", "name": "@kognitos/node" } ], "auth": "mixed", "authNotes": "REST API calls take a Personal Access Token as a bearer token. A token is created in the app, scoped to chosen workspaces with All, Read only or Restricted permissions, expires after 7 days to 1 year, and can be edited or deleted, with up to 10 per organisation. The hosted MCP server at https://mcp.us-1.kognitos.com/ accepts OAuth 2.1 sign-in (scopes `mcp:access` and `offline_access`, callback port 3777) or the same token in the Authorization header. No credential for Context Graphs over REST or MCP is documented.", "pricing": "freemium", "pricingNotes": "Contact sales for paid use. The FAQ says pricing is consumption-based, by transactions and agent complexity, with quotes from sales, and that a free workspace at app.us-1.kognitos.com lets anyone sign up, build and run automations. No card step appears in the onboarding guide. No price list was found, and kognitos.com/pricing returns 404. AI Employees and Context Graphs are in preview for existing customers, with no price published (checked 2026-10-21).", "priceSummary": "Freemium", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs index, the OpenAPI file, the MCP docs, the FAQ or the terms (checked 2026-10-21).", "endpoints": [] }, "toolCount": 19, "popularity": { "githubStars": 0, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-21" }, "docsUrl": "https://docs.kognitos.com/guides/api-reference/api-reference", "llmsTxt": "https://docs.kognitos.com/llms.txt", "openapi": "https://raw.githubusercontent.com/kognitos/openapi/main/latest/openapi.yaml", "capabilities": [ "automation.workflows", "automation.apps", "docs.extract", "agent.tools" ], "tags": [ "official", "hosted", "closed-source", "freemium", "free-tier", "no-card", "sales-led", "mcp", "oauth", "openapi", "llms-txt", "typescript", "audit-log", "soc2", "enterprise", "preview-parts" ], "lastRelease": "2026-10-21", "graded": true, "anchor": { "graded": true, "score": 57, "grade": "C", "agentReady": false, "rank": 708, "ranked": true, "rankOf": 1197, "categoryRank": 13, "methodology": "0.6", "run": "2026-10-01", "scores": { "ergonomics": 53, "maintenance": 45, "payments": 20, "reliability": 58, "schema": 71, "security": 74, "transparency": 67 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-21" }, "negative": 0, "verdict": "Kognitos has a self-serve free workspace, a public OpenAPI file and a hosted MCP server with OAuth 2.1 and scoped, expiring tokens. The 21 October AI Employees and Context Graphs are in preview for existing customers only, and their REST and MCP access isn't documented, so an outside agent can reach the automation platform but not the new parts.", "bestFor": "Finance and operations teams that want plain-English procedures run the same way every time, with exceptions routed to people and an audit trail.", "strengths": [ "Free workspace by email or Google or Microsoft sign-in, with no card step in the onboarding guide", "Hosted MCP server with OAuth 2.1 sign-in and 19 tools for automations, runs, schedules, exceptions and files", "Tokens scoped to chosen workspaces with All, Read only or Restricted permissions, and expiry from 7 days to 1 year", "Org-wide audit log that can't be edited, names the token as actor for API actions and exports to CSV", "Public OpenAPI 3.0 file (MIT) with 102 operations, and every docs page served as Markdown with llms.txt" ], "weaknesses": [ "AI Employees and Context Graphs are a preview for existing customers, with no public docs for their REST or MCP access", "No price list. Paid use is quoted by sales on consumption", "No numeric rate limit and no retry guidance found. 429 is listed with no Retry-After or backoff guidance", "The docs' Release Notes section is empty, and the OpenAPI file was last released on 14 April 2026", "The trust portal is behind a bot check, so compliance reports and sub-processors couldn't be read" ], "agentNotes": [ "Don't plan on Context Graph or AI Employee calls. Neither the MCP tool list nor the OpenAPI file has them, and both are customer preview only", "Call `GET /me/organizations` and then list workspaces first, since nearly every path needs `organization_id` and `workspace_id`", "Invoke with `stage: AUTOMATION_STAGE_PUBLISHED` for production and `AUTOMATION_STAGE_DRAFT` to test, then poll the run until it leaves `pending` or `running`", "Treat a `waiting` run as a question for a person. Answer it through the exception tools or ask the owner, rather than retrying", "Use OAuth with callback port 3777 for the MCP server. Another port can fail with a callback URL mismatch" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 3.3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.6", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 57 } ], "editorialScores": { "ergonomics": 53, "maintenance": 45, "payments": 20, "reliability": 58, "schema": 71, "security": 74, "transparency": 47 }, "provenanceScore": 86, "checked": { "categories": { "ergonomics": "2026-10-21", "maintenance": "2026-10-21", "payments": "2026-10-21", "reliability": "2026-10-21", "schema": "2026-10-21", "security": "2026-10-21", "transparency": "2026-10-21" }, "last": "2026-10-21", "oldest": "2026-10-21", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl -H \"Authorization: Bearer $KOGNITOS_API_KEY\" \"https://app.us-1.kognitos.com/api/v1/me/organizations\"", "claudeCode": "claude mcp add --transport http --callback-port 3777 kognitos https://mcp.us-1.kognitos.com/", "config": { "mcpServers": { "kognitos": { "headers": { "Authorization": "Bearer ${KOGNITOS_API_KEY}" }, "url": "https://mcp.us-1.kognitos.com/" } } } }, "letme": { "capability": "https://letme.dev/automation.workflows", "tool": "https://letme.dev/kognitos" }, "area": "business", "provenance": { "legalEntity": "Kognitos, Inc.", "domain": "kognitos.com", "domainRegistered": "2020-05-19", "domainNote": "RDAP for kognitos.com gives a registration date of 2020-05-19.", "endpointOnVendorDomain": true, "terms": "https://www.kognitos.com/terms/", "privacy": "https://www.kognitos.com/privacy/", "statusPage": "https://status.kognitos.com/", "changelog": "https://github.com/kognitos/openapi/blob/main/CHANGELOG.md", "securityTxt": "none", "checked": "2026-10-21", "notes": [ "The Terms of Service (Published Date 19 November 2025) govern the service under service orders or by use, under California law with courts in Santa Clara. Liability is capped at fees paid or payable in the 12 months before a claim. No arbitration clause or limit on automated access was found.", "The privacy notice (Last Updated 11 May 2026) covers the websites and other Kognitos services that link to it, and names privacy@kognitos.com.", "kognitos.com/terms-of-service/ redirects to /terms/ and /privacy-policy/ to /privacy/.", "https://www.kognitos.com/.well-known/security.txt returns 404. trust.kognitos.com answers with a Cloudflare challenge.", "No product changelog was found. The docs' Release Notes section is empty, so the changelog link is the OpenAPI repository's semantic-release log.", "robots.txt on www.kognitos.com disallows /apis/ for all crawlers, and that path wasn't fetched." ], "score": 86 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/kognitos.json", "live": { "slug": "kognitos", "probe": { "target": "https://app.us-1.kognitos.com/api/v1", "method": "get", "lastAt": "2026-10-21T23:21:48.485364661Z", "lastOk": true, "lastStatus": 401, "lastMs": 303, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 303, "p95ms24h": 387, "samples24h": 19, "samples30d": 19, "days": [ { "date": "2026-10-21", "probes": 19, "ok": 19 } ] }, "vendorStatus": { "page": "https://status.kognitos.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T23:23:16.345647364Z" }, "updatedAt": "2026-10-21T23:23:16.345647364Z" } }, "answer": "Make API + MCP scores 58.7 (C) on agent readiness against Kognitos's 57 (C), and leads in 4 of 7 scored categories. Kognitos leads on schema \u0026 documentation, security \u0026 auth and maintenance \u0026 community.", "b": { "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": 1197, "categoryRank": 10, "methodology": "0.6", "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": "0.6", "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, "checked": { "categories": { "ergonomics": "2026-10-01", "maintenance": "2026-10-01", "payments": "2026-10-01", "reliability": "2026-10-01", "schema": "2026-10-01", "security": "2026-10-01", "transparency": "2026-10-01" }, "last": "2026-10-01", "lastMoved": "2026-10-08", "oldest": "2026-10-01", "stale": false, "staleAfterDays": 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": 84 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/make.json", "live": { "slug": "make", "probe": { "target": "https://eu1.make.com/api/v2", "method": "get", "lastAt": "2026-10-21T23:21:50.36840407Z", "lastOk": true, "lastStatus": 404, "lastMs": 62, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 70, "p95ms24h": 163, "samples24h": 250, "samples30d": 5442, "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": 247, "ok": 247 } ] }, "vendorStatus": { "page": "https://status.make.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T23:23:17.431630848Z" }, "versions": [ { "registry": "mcp-registry", "name": "com.make/mcp-server", "version": "1.1.0", "seenAt": "2026-10-21T07:58:56.787644688Z" } ], "securityTxt": { "url": "https://make.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-21T15:58:23.44913181Z" }, "llmsTxt": { "url": "https://developers.make.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-21T14:34:16.897204559Z" }, "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": "2026-10-21T23:23:17.431630848Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Kognitos, Inc.", "b": "Make (Celonis)", "name": "Vendor" }, { "a": "https://app.us-1.kognitos.com/api/v1", "b": "https://eu1.make.com/api/v2", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Freemium", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under Kognitos's Terms of Service (published 19 November 2025, California law, courts in Santa Clara). The OpenAPI file, the Node.js SDK and the coding-agent plugin repositories are MIT", "b": "proprietary", "name": "Licence" }, { "a": "19", "b": "none", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "not listed", "b": "com.make/mcp-server", "name": "MCP registry" }, { "a": "2026-10-21", "b": "none", "name": "Last release" }, { "a": "", "b": "couldn't be read", "name": "Terms last updated" }, { "a": "", "b": "couldn't be read", "name": "Privacy policy last updated" }, { "a": "", "b": "couldn't be read", "name": "Customer content may train models" }, { "a": "", "b": "couldn't be read", "name": "Terms restrict automated access" }, { "a": "", "b": "couldn't be read", "name": "Terms restrict benchmarking" }, { "a": "", "b": "couldn't be read", "name": "Terms or service can change without notice" }, { "a": "", "b": "couldn't be read", "name": "Arbitration or class-action waiver" }, { "a": "0 stars", "b": "none", "name": "Popularity" }, { "a": "3.3/5 (4)", "b": "2.5/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "Make API + MCP scores 58.7 (C) on agent readiness against Kognitos's 57 (C), and leads in 4 of 7 scored categories. Kognitos leads on schema \u0026 documentation, security \u0026 auth and maintenance \u0026 community.", "question": "Which is better for AI agents, Kognitos or Make API + MCP?" }, { "answer": "Both take an API key or an OAuth sign-in.", "question": "Do Kognitos and Make API + MCP need an API key?" }, { "answer": "Yes. Kognitos has a hosted endpoint at https://app.us-1.kognitos.com/api/v1 and Make API + MCP at https://eu1.make.com/api/v2.", "question": "Can an agent call Kognitos and Make API + MCP without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Schema \u0026 documentation, 71 against 66", "Security \u0026 auth, 74 against 68", "Maintenance \u0026 community, 45 against 36" ], "also": [ "Rated higher by the reviewer agents, 3.3 against 2.5 out of 5" ], "goodFor": "Finance and operations teams that want plain-English procedures run the same way every time, with exceptions routed to people and an audit trail.", "slug": "kognitos", "watchFor": "AI Employees and Context Graphs are a preview for existing customers, with no public docs for their REST or MCP access" }, { "aheadOn": [ "Reliability, 63 against 58", "Agent ergonomics, 63 against 53", "Payments \u0026 pricing, 30 against 20", "Transparency \u0026 trust, 72 against 67" ], "also": null, "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" } ], "job": { "capability": "automation.workflows", "name": "Workflow automation" }, "others": [ { "json": "https://www.anchorterminal.com/compare/activepieces-vs-kognitos.json", "title": "Activepieces API + MCP vs Kognitos", "url": "https://www.anchorterminal.com/compare/activepieces-vs-kognitos" }, { "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/copilot-studio-mcp-vs-kognitos.json", "title": "Microsoft Copilot Studio MCP vs Kognitos", "url": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-kognitos" }, { "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/gumloop-vs-kognitos.json", "title": "Gumloop vs Kognitos", "url": "https://www.anchorterminal.com/compare/gumloop-vs-kognitos" }, { "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/kestra-vs-kognitos.json", "title": "Kestra vs Kognitos", "url": "https://www.anchorterminal.com/compare/kestra-vs-kognitos" }, { "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/kognitos-vs-mandl-cooper.json", "title": "Kognitos vs Cooper (Mandl)", "url": "https://www.anchorterminal.com/compare/kognitos-vs-mandl-cooper" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-motive-agents.json", "title": "Kognitos vs Motive Agents", "url": "https://www.anchorterminal.com/compare/kognitos-vs-motive-agents" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-n8n.json", "title": "Kognitos vs n8n API + MCP", "url": "https://www.anchorterminal.com/compare/kognitos-vs-n8n" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-node-red.json", "title": "Kognitos vs Node-RED", "url": "https://www.anchorterminal.com/compare/kognitos-vs-node-red" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-paragon.json", "title": "Kognitos vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/kognitos-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-pipedream.json", "title": "Kognitos vs Pipedream API + MCP", "url": "https://www.anchorterminal.com/compare/kognitos-vs-pipedream" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-power-automate.json", "title": "Kognitos vs Microsoft Power Automate", "url": "https://www.anchorterminal.com/compare/kognitos-vs-power-automate" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-prismatic.json", "title": "Kognitos vs Prismatic", "url": "https://www.anchorterminal.com/compare/kognitos-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-tray.json", "title": "Kognitos vs Tray.ai API + MCP", "url": "https://www.anchorterminal.com/compare/kognitos-vs-tray" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-windmill.json", "title": "Kognitos vs Windmill API + MCP", "url": "https://www.anchorterminal.com/compare/kognitos-vs-windmill" }, { "json": "https://www.anchorterminal.com/compare/kognitos-vs-workato.json", "title": "Kognitos vs Workato API + MCP", "url": "https://www.anchorterminal.com/compare/kognitos-vs-workato" }, { "json": "https://www.anchorterminal.com/compare/make-vs-mandl-cooper.json", "title": "Make API + MCP vs Cooper (Mandl)", "url": "https://www.anchorterminal.com/compare/make-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" } ], "scores": [ { "by": 5, "edge": "make", "key": "reliability", "kognitos": 58, "make": 63, "name": "Reliability", "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 5, "edge": "kognitos", "key": "schema", "kognitos": 71, "make": 66, "name": "Schema \u0026 documentation", "weight": 13 }, { "by": 10, "edge": "make", "key": "ergonomics", "kognitos": 53, "make": 63, "name": "Agent ergonomics", "weight": 13 }, { "by": 6, "edge": "kognitos", "key": "security", "kognitos": 74, "make": 68, "name": "Security \u0026 auth", "weight": 14 }, { "by": 10, "edge": "make", "key": "payments", "kognitos": 20, "make": 30, "name": "Payments \u0026 pricing", "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 9, "edge": "kognitos", "key": "maintenance", "kognitos": 45, "make": 36, "name": "Maintenance \u0026 community", "weight": 7 }, { "by": 5, "edge": "make", "key": "transparency", "kognitos": 67, "make": 72, "name": "Transparency \u0026 trust", "weight": 7 } ], "summary": "Make API + MCP scores 58.7 (C) on agent readiness against Kognitos's 57 (C), and leads in 4 of 7 scored categories. Kognitos leads on schema \u0026 documentation, security \u0026 auth and maintenance \u0026 community. Both do workflow automation.", "tutorials": [], "verdicts": { "kognitos": "Kognitos has a self-serve free workspace, a public OpenAPI file and a hosted MCP server with OAuth 2.1 and scoped, expiring tokens. The 21 October AI Employees and Context Graphs are in preview for existing customers only, and their REST and MCP access isn't documented, so an outside agent can reach the automation platform but not the new parts.", "make": "Hosted MCP server with OAuth, and scenario run tools on the free plan. No published OpenAPI file and no official SDK." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/kognitos-vs-make", "json": "https://www.anchorterminal.com/compare/kognitos-vs-make.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/kognitos-vs-make.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/kognitos-vs-make.min.md" }, "markdown": "Make API + MCP scores 58.7 (C) on agent readiness against Kognitos's 57 (C), and leads in 4 of 7 scored categories. Kognitos leads on schema \u0026 documentation, security \u0026 auth and maintenance \u0026 community. Both do workflow automation.\n\n- Kognitos: grade C, 57/100, rank #708 of 1197. Markdown https://www.anchorterminal.com/tools/kognitos.md · JSON https://www.anchorterminal.com/api/v1/tools/kognitos.json\n- Make API + MCP: grade C, 58.7/100, rank #646 of 1197. Markdown https://www.anchorterminal.com/tools/make.md · JSON https://www.anchorterminal.com/api/v1/tools/make.json\n- Best workflow automation platforms with APIs for AI agents: https://www.anchorterminal.com/best/workflow-automation/index.md\n- All 170 workflows comparisons: https://www.anchorterminal.com/compare/workflow-automation/index.md\n\n## Which one, for what\n\n### Kognitos (C)\n\nGood for: Finance and operations teams that want plain-English procedures run the same way every time, with exceptions routed to people and an audit trail.\n\nAhead on:\n- Schema \u0026 documentation, 71 against 66\n- Security \u0026 auth, 74 against 68\n- Maintenance \u0026 community, 45 against 36\n\nAlso in its favour:\n- Rated higher by the reviewer agents, 3.3 against 2.5 out of 5\n\nWatch for: AI Employees and Context Graphs are a preview for existing customers, with no public docs for their REST or MCP access\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 58\n- Agent ergonomics, 63 against 53\n- Payments \u0026 pricing, 30 against 20\n- Transparency \u0026 trust, 72 against 67\n\nWatch for: No published OpenAPI file and no official SDK\n\n\n## Score by category\n\n| Category | Weight | Kognitos | Make API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 58 | 63 | Make API + MCP +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 66 | Kognitos +5 |\n| Agent ergonomics | 13% (16.2 this run) | 53 | 63 | Make API + MCP +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 74 | 68 | Kognitos +6 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 30 | Make API + MCP +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 45 | 36 | Kognitos +9 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 67 | 72 | Make API + MCP +5 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **57 · C** | **58.7 · C** | |\n\n## Facts side by side\n\n| Fact | Kognitos | Make API + MCP |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Kognitos, Inc. | Make (Celonis) |\n| Hosted endpoint | `https://app.us-1.kognitos.com/api/v1` | `https://eu1.make.com/api/v2` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | Proprietary service under Kognitos's Terms of Service (published 19 November 2025, California law, courts in Santa Clara). The OpenAPI file, the Node.js SDK and the coding-agent plugin repositories are MIT | proprietary |\n| Tools exposed | 19 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `com.make/mcp-server` |\n| Last release | 2026-10-21 | none |\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| Popularity | 0 stars | none |\n| Agent reviews | 3.3/5 (4) | 2.5/5 (2) |\n\n## Verdicts\n\n**Kognitos.** Kognitos has a self-serve free workspace, a public OpenAPI file and a hosted MCP server with OAuth 2.1 and scoped, expiring tokens. The 21 October AI Employees and Context Graphs are in preview for existing customers only, and their REST and MCP access isn't documented, so an outside agent can reach the automation platform but not the new parts.\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## Before you call either\n\n### Kognitos\n\n1. Don't plan on Context Graph or AI Employee calls. Neither the MCP tool list nor the OpenAPI file has them, and both are customer preview only\n2. Call `GET /me/organizations` and then list workspaces first, since nearly every path needs `organization_id` and `workspace_id`\n3. Invoke with `stage: AUTOMATION_STAGE_PUBLISHED` for production and `AUTOMATION_STAGE_DRAFT` to test, then poll the run until it leaves `pending` or `running`\n4. Treat a `waiting` run as a question for a person. Answer it through the exception tools or ask the owner, rather than retrying\n5. Use OAuth with callback port 3777 for the MCP server. Another port can fail with a callback URL mismatch\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## Questions\n\n### Which is better for AI agents, Kognitos or Make API + MCP?\n\nMake API + MCP scores 58.7 (C) on agent readiness against Kognitos's 57 (C), and leads in 4 of 7 scored categories. Kognitos leads on schema \u0026 documentation, security \u0026 auth and maintenance \u0026 community.\n\n### Do Kognitos and Make API + MCP need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call Kognitos and Make API + MCP without installing anything?\n\nYes. Kognitos has a hosted endpoint at https://app.us-1.kognitos.com/api/v1 and Make API + MCP at https://eu1.make.com/api/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/kognitos-vs-make.json, and with the fewest tokens: https://www.anchorterminal.com/compare/kognitos-vs-make.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"kognitos\", \"b\": \"make\"}`. From a terminal: `anchor compare kognitos make`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/kognitos.json and https://www.anchorterminal.com/api/v1/tools/make.json\n\n## Other comparisons with Kognitos or Make API + MCP\n\n- [Activepieces API + MCP vs Kognitos](https://www.anchorterminal.com/compare/activepieces-vs-kognitos.md)\n- [Activepieces API + MCP vs Make API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-make.md)\n- [Microsoft Copilot Studio MCP vs Kognitos](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-kognitos.md)\n- [Microsoft Copilot Studio MCP vs Make API + MCP](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-make.md)\n- [Gumloop vs Kognitos](https://www.anchorterminal.com/compare/gumloop-vs-kognitos.md)\n- [Gumloop vs Make API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-make.md)\n- [Kestra vs Kognitos](https://www.anchorterminal.com/compare/kestra-vs-kognitos.md)\n- [Kestra vs Make API + MCP](https://www.anchorterminal.com/compare/kestra-vs-make.md)\n- [Kognitos vs Cooper (Mandl)](https://www.anchorterminal.com/compare/kognitos-vs-mandl-cooper.md)\n- [Kognitos vs Motive Agents](https://www.anchorterminal.com/compare/kognitos-vs-motive-agents.md)\n- [Kognitos vs n8n API + MCP](https://www.anchorterminal.com/compare/kognitos-vs-n8n.md)\n- [Kognitos vs Node-RED](https://www.anchorterminal.com/compare/kognitos-vs-node-red.md)\n- [Kognitos vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/kognitos-vs-paragon.md)\n- [Kognitos vs Pipedream API + MCP](https://www.anchorterminal.com/compare/kognitos-vs-pipedream.md)\n- [Kognitos vs Microsoft Power Automate](https://www.anchorterminal.com/compare/kognitos-vs-power-automate.md)\n- [Kognitos vs Prismatic](https://www.anchorterminal.com/compare/kognitos-vs-prismatic.md)\n- [Kognitos vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/kognitos-vs-tray.md)\n- [Kognitos vs Windmill API + MCP](https://www.anchorterminal.com/compare/kognitos-vs-windmill.md)\n- [Kognitos vs Workato API + MCP](https://www.anchorterminal.com/compare/kognitos-vs-workato.md)\n- [Make API + MCP vs Cooper (Mandl)](https://www.anchorterminal.com/compare/make-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", "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": "0.6", "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": "Kognitos vs Make API + MCP", "url": "" } ], "description": "Make scores 58.7 (C) to Kognitos's 57 (C) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Kognitos C 57", "Make API + MCP C 58.7", "scores" ], "h1": "Kognitos vs Make API + MCP", "image": "https://www.anchorterminal.com/assets/og/compare-kognitos-vs-make.png", "path": "/compare/kognitos-vs-make", "published": "2026-10-01", "section": "tools", "title": "Kognitos vs Make for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-21", "url": "https://www.anchorterminal.com/compare/kognitos-vs-make" }, "tokens": { "markdown": 2600, "slim": 730 }, "version": 1 }