{ "data": { "a": { "slug": "motive-agents", "name": "Motive Agents", "vendor": "Motive Technologies, Inc.", "vendorUrl": "https://gomotive.com/products/platform/", "kind": "platform", "category": "workflow-automation", "summary": "Motive Agents are trigger-and-action automations inside Motive's fleet management platform. Fleet admins set conditions on safety, maintenance and idling data, and Agents send alerts, assign training, open work orders or have Motive's Atlas assistant call drivers.", "url": "https://www.anchorterminal.com/tools/motive-agents", "markdownUrl": "https://www.anchorterminal.com/tools/motive-agents.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/motive-agents.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/motive-agents.json", "license": "Proprietary service under Motive's Terms of Service (effective 7 July 2025, governed by California law, with AAA arbitration and a class action waiver for US customers). No open-source code or published package was found", "transports": [], "packages": [], "auth": "mixed", "authNotes": "Agents are built and run in the Motive Fleet Dashboard by signed-in users. The Automations permission is given to Admin users by default and to other roles through Fleet User Permissions. No API key, OAuth scope, webhook or MCP tool for Agents was found. Motive's Public API (OAuth 2.0 or an X-Api-Key) and its hosted MCP server (OAuth, fleet admin accounts only) cover fleet data, not Agents.", "pricing": "paid", "pricingNotes": "Contact sales. Agents are available to existing Motive customers and the launch posts say to talk to a Motive representative. gomotive.com/pricing redirects to a contact form, and no price, add-on fee or trial for Agents was found. Training actions need a Workforce Management subscription and in-cab voice outreach needs AI Dashcam Plus.", "priceSummary": "Paid", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the launch posts, the help centre articles, the developer portal or the terms (checked 2026-10-20). Agents have no callable endpoint.", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-20" }, "docsUrl": "https://helpcenter.gomotive.com/hc/en-us/articles/35740730387101-Automations", "capabilities": [ "automation.workflows" ], "tags": [ "not-for-agents", "official", "hosted", "closed-source", "sales-led", "enterprise" ], "lastRelease": "2026-10-19", "graded": true, "anchor": { "graded": true, "score": 24.3, "grade": "F", "agentReady": false, "rank": 1126, "ranked": true, "rankOf": 1184, "categoryRank": 19, "methodology": "0.5", "run": "2026-10-01", "scores": { "ergonomics": 5, "maintenance": 35, "payments": 0, "reliability": 50, "schema": 7, "security": 35, "transparency": 59 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-20" }, "negative": -2, "negativeNotes": [ "2026-10-18, -2. Motive's blog post \"Motive launches AI-powered Agents\" (dated 27 May 2026, last modified 18 October 2026) says \"Agents can be set up using guided workflows, pre-built templates, or natural language\", while the 19 October launch blog and press release list describing an Agent in plain language as \"Coming early 2027\". A current page presents a feature as available that the vendor's own launch says isn't, so the deduction is the minimum (https://gomotive.com/blog/ai-fleet-agents/, https://gomotive.com/blog/motive-launches-ai-agents/)" ], "verdict": "Agents let Motive fleet admins turn safety, maintenance and idling events into alerts, training, work orders and in-cab calls from the Fleet Dashboard, on a platform with a 99.99 per cent dashboard SLA and audited security reports. No API, webhook or MCP tool covers Agents, so an outside agent can't create, run or read them.", "bestFor": "Fleet operators already on Motive who want rules that act on telematics, safety and maintenance events without a person watching alerts.", "strengths": [ "Trigger, condition and action builder with templates for coaching, maintenance, fuel and safety, per the help centre", "Access is an Automations permission, held by Admin users by default and granted to other roles explicitly", "The hub shows who last changed each Agent, its last run and its runs in the last 30 days", "Public status page with incident history, and a 99.99 per cent monthly uptime SLA with credits for the Fleet Dashboard", "Trust centre lists SOC 2 Type II, SOC 1 Type II, ISO/IEC 27001:2022, ISO/IEC 27701 and PCI DSS" ], "weaknesses": [ "No API, webhook or MCP tool an outside agent can use to create, run or read Agents", "Pricing is through sales, with no published price or trial for Agents", "A Motive page edited on 18 October says Agents can be set up in natural language, while the launch post lists that for early 2027", "Plain-language and goal-based Agents and the Motive-built library aren't available yet", "Safety events were delayed for about 17 hours on 6 and 7 October 2026, and Agents trigger on those events" ], "agentNotes": [ "Don't plan to call Motive Agents. They're built and run by people in the Motive Fleet Dashboard", "For Motive fleet data, use Motive's Public API or its MCP server instead, with the customer's admin authorisation", "Ask the fleet's Motive admin to set up or change an Agent, and describe the trigger, condition and action you need", "Expect Agents to place real calls to drivers and mark vehicles out of service, so confirm with the fleet manager before suggesting one" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 4, "avgRating": 2, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.5", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 24.3 } ], "editorialScores": { "ergonomics": 5, "maintenance": 35, "payments": 0, "reliability": 50, "schema": 7, "security": 35, "transparency": 38 }, "provenanceScore": 80 }, "letme": { "capability": "https://letme.dev/automation.workflows", "tool": "https://letme.dev/motive-agents" }, "area": "business", "provenance": { "legalEntity": "Motive Technologies, Inc.", "domain": "gomotive.com", "domainRegistered": "2005-03-28", "domainNote": "RDAP for gomotive.com gives a registration date of 2005-03-28.", "endpointOnVendorDomain": true, "terms": "https://gomotive.com/legal/terms-of-service/", "privacy": "https://gomotive.com/legal/privacy/", "statusPage": "https://status.gomotive.com/", "changelog": "", "securityTxt": "none", "checked": "2026-10-20", "notes": [ "The Terms of Service are effective 7 July 2025 and keep a dated list of changes. Product data is governed by the terms and the Data Protection Addendum they incorporate.", "The privacy policy (last reviewed 15 June 2026) covers the website only and says Motive's business products are governed by the Terms of Service.", "gomotive.com/.well-known/security.txt returns 404. The trust centre gives security@gomotive.com for reports.", "The developer portal's ReadMe changelog shows no entries, and no changelog for Agents was found." ], "score": 80 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/motive-agents.json", "live": { "slug": "motive-agents", "vendorStatus": { "page": "https://status.gomotive.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-21T00:37:20.980462698Z" }, "pages": [ { "url": "https://gomotive.com/legal/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-21T00:49:28.667179216Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "a5ca220d0f3b" }, { "url": "https://gomotive.com/legal/terms-of-service/", "kind": "terms", "status": 200, "checkedAt": "2026-10-21T00:49:32.8754578Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "19015041a5cb" } ], "updatedAt": "2026-10-21T00:49:32.8754578Z" } }, "answer": "Paragon ActionKit + MCP scores 47.5 (D) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories.", "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": 47.5, "grade": "D", "agentReady": false, "rank": 971, "ranked": true, "rankOf": 1184, "categoryRank": 18, "methodology": "0.5", "run": "2026-10-01", "scores": { "ergonomics": 41, "maintenance": 48, "payments": 0, "reliability": 60, "schema": 73, "security": 65, "transparency": 62 }, "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.", "bestFor": "A SaaS company whose agent must act inside each customer's own CRM, calendar or drive.", "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": "0.5", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 47.5 } ], "editorialScores": { "ergonomics": 41, "maintenance": 48, "payments": 0, "reliability": 60, "schema": 73, "security": 65, "transparency": 43 }, "provenanceScore": 80 }, "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": 80 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/paragon.json", "live": { "slug": "paragon", "probe": { "target": "https://actionkit.useparagon.com", "method": "get", "lastAt": "2026-10-21T02:19:04.818075627Z", "lastOk": true, "lastStatus": 200, "lastMs": 298, "authRequired": false, "uptime24h": 100, "uptime30d": 99.98, "p50ms24h": 319, "p95ms24h": 385, "samples24h": 252, "samples30d": 5220, "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": 247 }, { "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": 25, "ok": 25 } ] }, "vendorStatus": { "page": "https://status.useparagon.com", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T02:12:19.595127151Z" }, "versions": [ { "registry": "npm", "name": "@useparagon/connect", "version": "3.2.0", "seenAt": "2026-10-20T05:14:45.560727497Z" } ], "githubStars": 48, "npmWeekly": 98168, "securityTxt": { "url": "https://useparagon.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-20T15:57:37.237925775Z" }, "llmsTxt": { "url": "https://docs.useparagon.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-20T14:31:39.348007407Z" }, "domain": { "domain": "useparagon.com", "registered": "2019-08-30", "source": "https://rdap.verisign.com/com/v1/domain/useparagon.com", "checkedAt": "2026-10-18T13:31:28.098360391Z" }, "pages": [ { "url": "https://docs.useparagon.com/changelog/product-updates", "kind": "changelog", "status": 200, "checkedAt": "2026-10-21T00:48:04.004618337Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "1f693d6387f4" }, { "url": "https://www.useparagon.com/pricing", "kind": "pricing", "status": 200, "checkedAt": "2026-10-21T01:08:11.022859875Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "8c248050adff" }, { "url": "https://www.useparagon.com/privacy-policy", "kind": "privacy", "status": 200, "checkedAt": "2026-10-21T01:08:13.965435393Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "63ed04f01ce4" }, { "url": "https://www.useparagon.com/terms-of-service", "kind": "terms", "status": 200, "checkedAt": "2026-10-21T01:08:15.273678845Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "c2cc0e396ab4" } ], "github": { "repo": "useparagon/paragon-mcp", "checkedAt": "2026-10-19T06:57:15.53088383Z", "stars": 48, "archived": false, "issuesEnabled": true, "pushedAt": "2026-09-30T15:08:16Z", "openIssues": 1, "openPRs": 2, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 2, "ci": { "branch": "main", "runs": 3, "success": 3, "failure": 0, "other": 0, "latest": "success", "latestAt": "2026-10-01T15:24:13Z" }, "replies": { "sampled": 1, "unanswered": 1 } }, "updatedAt": "2026-10-21T02:19:04.818075627Z" } }, "facts": [ { "a": "Platform", "b": "HTTP API", "name": "Kind" }, { "a": "Motive Technologies, Inc.", "b": "Paragon", "name": "Vendor" }, { "a": "no (local only)", "b": "https://actionkit.useparagon.com", "name": "Hosted endpoint" }, { "a": "", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth or key", "name": "Auth" }, { "a": "Paid", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Proprietary service under Motive's Terms of Service (effective 7 July 2025, governed by California law, with AAA arbitration and a class action waiver for US customers). No open-source code or published package was found", "b": "proprietary", "name": "Licence" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "2026-10-19", "b": "2026-09-23", "name": "Last release" }, { "a": "", "b": "2025-05-23", "name": "Terms last updated" }, { "a": "", "b": "2023-01-19", "name": "Privacy policy last updated" }, { "a": "", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "", "b": "yes", "name": "Terms restrict automated access" }, { "a": "", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "48 stars, 175k npm/wk", "name": "Popularity" }, { "a": "2/5 (4)", "b": "2/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "Paragon ActionKit + MCP scores 47.5 (D) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories.", "question": "Which is better for AI agents, Motive Agents or Paragon ActionKit + MCP?" }, { "answer": "No hosted endpoint is listed for Motive Agents. Paragon ActionKit + MCP has a hosted endpoint at https://actionkit.useparagon.com.", "question": "Can an agent call Motive Agents and Paragon ActionKit + MCP without installing anything?" } ], "goodFor": [ { "aheadOn": null, "also": null, "goodFor": "Fleet operators already on Motive who want rules that act on telematics, safety and maintenance events without a person watching alerts.", "slug": "motive-agents", "watchFor": "No API, webhook or MCP tool an outside agent can use to create, run or read Agents" }, { "aheadOn": [ "Reliability, 60 against 50", "Schema \u0026 documentation, 73 against 7", "Agent ergonomics, 41 against 5", "Security \u0026 auth, 65 against 35", "Maintenance \u0026 community, 48 against 35" ], "also": [ "A hosted endpoint, with nothing to install" ], "goodFor": "A SaaS company whose agent must act inside each customer's own CRM, calendar or drive.", "slug": "paragon", "watchFor": "No published prices and no self-serve paid plan" } ], "job": { "capability": "automation.workflows", "name": "Workflow automation" }, "others": [ { "json": "https://www.anchorterminal.com/compare/activepieces-vs-motive-agents.json", "title": "Activepieces API + MCP vs Motive Agents", "url": "https://www.anchorterminal.com/compare/activepieces-vs-motive-agents" }, { "json": "https://www.anchorterminal.com/compare/activepieces-vs-paragon.json", "title": "Activepieces API + MCP vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/activepieces-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-motive-agents.json", "title": "Microsoft Copilot Studio MCP vs Motive Agents", "url": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-motive-agents" }, { "json": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-paragon.json", "title": "Microsoft Copilot Studio MCP vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/gumloop-vs-motive-agents.json", "title": "Gumloop vs Motive Agents", "url": "https://www.anchorterminal.com/compare/gumloop-vs-motive-agents" }, { "json": "https://www.anchorterminal.com/compare/gumloop-vs-paragon.json", "title": "Gumloop vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/gumloop-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/kestra-vs-motive-agents.json", "title": "Kestra vs Motive Agents", "url": "https://www.anchorterminal.com/compare/kestra-vs-motive-agents" }, { "json": "https://www.anchorterminal.com/compare/kestra-vs-paragon.json", "title": "Kestra vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/kestra-vs-paragon" }, { "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-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/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-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/motive-agents-vs-n8n.json", "title": "Motive Agents vs n8n API + MCP", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-n8n" }, { "json": "https://www.anchorterminal.com/compare/motive-agents-vs-node-red.json", "title": "Motive Agents vs Node-RED", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-node-red" }, { "json": "https://www.anchorterminal.com/compare/motive-agents-vs-pipedream.json", "title": "Motive Agents vs Pipedream API + MCP", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-pipedream" }, { "json": "https://www.anchorterminal.com/compare/motive-agents-vs-power-automate.json", "title": "Motive Agents vs Microsoft Power Automate", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-power-automate" }, { "json": "https://www.anchorterminal.com/compare/motive-agents-vs-prismatic.json", "title": "Motive Agents vs Prismatic", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/motive-agents-vs-tray.json", "title": "Motive Agents vs Tray.ai API + MCP", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-tray" }, { "json": "https://www.anchorterminal.com/compare/motive-agents-vs-windmill.json", "title": "Motive Agents vs Windmill API + MCP", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-windmill" }, { "json": "https://www.anchorterminal.com/compare/motive-agents-vs-workato.json", "title": "Motive Agents vs Workato API + MCP", "url": "https://www.anchorterminal.com/compare/motive-agents-vs-workato" }, { "json": "https://www.anchorterminal.com/compare/n8n-vs-paragon.json", "title": "n8n API + MCP vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/n8n-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/node-red-vs-paragon.json", "title": "Node-RED vs Paragon ActionKit + MCP", "url": "https://www.anchorterminal.com/compare/node-red-vs-paragon" }, { "json": "https://www.anchorterminal.com/compare/paragon-vs-power-automate.json", "title": "Paragon ActionKit + MCP vs Microsoft Power Automate", "url": "https://www.anchorterminal.com/compare/paragon-vs-power-automate" }, { "json": "https://www.anchorterminal.com/compare/paragon-vs-pipedream.json", "title": "Paragon ActionKit + MCP vs Pipedream API + MCP", "url": "https://www.anchorterminal.com/compare/paragon-vs-pipedream" }, { "json": "https://www.anchorterminal.com/compare/paragon-vs-prismatic.json", "title": "Paragon ActionKit + MCP vs Prismatic", "url": "https://www.anchorterminal.com/compare/paragon-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/paragon-vs-tray.json", "title": "Paragon ActionKit + MCP vs Tray.ai API + MCP", "url": "https://www.anchorterminal.com/compare/paragon-vs-tray" }, { "json": "https://www.anchorterminal.com/compare/paragon-vs-windmill.json", "title": "Paragon ActionKit + MCP vs Windmill API + MCP", "url": "https://www.anchorterminal.com/compare/paragon-vs-windmill" }, { "json": "https://www.anchorterminal.com/compare/paragon-vs-workato.json", "title": "Paragon ActionKit + MCP vs Workato API + MCP", "url": "https://www.anchorterminal.com/compare/paragon-vs-workato" } ], "scores": [ { "by": 10, "edge": "paragon", "key": "reliability", "motive-agents": 50, "name": "Reliability", "paragon": 60, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 66, "edge": "paragon", "key": "schema", "motive-agents": 7, "name": "Schema \u0026 documentation", "paragon": 73, "weight": 13 }, { "by": 36, "edge": "paragon", "key": "ergonomics", "motive-agents": 5, "name": "Agent ergonomics", "paragon": 41, "weight": 13 }, { "by": 30, "edge": "paragon", "key": "security", "motive-agents": 35, "name": "Security \u0026 auth", "paragon": 65, "weight": 14 }, { "by": 0, "edge": "", "key": "payments", "motive-agents": 0, "name": "Payments \u0026 pricing", "paragon": 0, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 13, "edge": "paragon", "key": "maintenance", "motive-agents": 35, "name": "Maintenance \u0026 community", "paragon": 48, "weight": 7 }, { "by": 3, "edge": "paragon", "key": "transparency", "motive-agents": 59, "name": "Transparency \u0026 trust", "paragon": 62, "weight": 7 } ], "summary": "Paragon ActionKit + MCP scores 47.5 (D) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories. Both do workflow automation.", "tutorials": [], "verdicts": { "motive-agents": "Agents let Motive fleet admins turn safety, maintenance and idling events into alerts, training, work orders and in-cab calls from the Fleet Dashboard, on a platform with a 99.99 per cent dashboard SLA and audited security reports. No API, webhook or MCP tool covers Agents, so an outside agent can't create, run or read them.", "paragon": "Per-end-user RS256 JWT on every call, with a hosted Connect Portal for OAuth. No published prices and no self-serve paid plan." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/motive-agents-vs-paragon", "json": "https://www.anchorterminal.com/compare/motive-agents-vs-paragon.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/motive-agents-vs-paragon.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/motive-agents-vs-paragon.min.md" }, "markdown": "Paragon ActionKit + MCP scores 47.5 (D) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories. Both do workflow automation.\n\n- Motive Agents: grade F, 24.3/100, rank #1126 of 1184. Markdown https://www.anchorterminal.com/tools/motive-agents.md · JSON https://www.anchorterminal.com/api/v1/tools/motive-agents.json\n- Paragon ActionKit + MCP: grade D, 47.5/100, rank #971 of 1184. Markdown https://www.anchorterminal.com/tools/paragon.md · JSON https://www.anchorterminal.com/api/v1/tools/paragon.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- Best auth and delegated access for AI agents: https://www.anchorterminal.com/best/agent-auth/index.md\n- All 117 agent auth comparisons: https://www.anchorterminal.com/compare/agent-auth/index.md\n\n## Which one, for what\n\n### Motive Agents (F)\n\nGood for: Fleet operators already on Motive who want rules that act on telematics, safety and maintenance events without a person watching alerts.\n\nWatch for: No API, webhook or MCP tool an outside agent can use to create, run or read Agents\n\n### Paragon ActionKit + MCP (D)\n\nGood for: A SaaS company whose agent must act inside each customer's own CRM, calendar or drive.\n\nAhead on:\n- Reliability, 60 against 50\n- Schema \u0026 documentation, 73 against 7\n- Agent ergonomics, 41 against 5\n- Security \u0026 auth, 65 against 35\n- Maintenance \u0026 community, 48 against 35\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n\nWatch for: No published prices and no self-serve paid plan\n\n\n## Score by category\n\n| Category | Weight | Motive Agents | Paragon ActionKit + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 60 | Paragon ActionKit + MCP +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 7 | 73 | Paragon ActionKit + MCP +66 |\n| Agent ergonomics | 13% (16.2 this run) | 5 | 41 | Paragon ActionKit + MCP +36 |\n| Security \u0026 auth | 14% (17.5 this run) | 35 | 65 | Paragon ActionKit + MCP +30 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 0 | 0 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 35 | 48 | Paragon ActionKit + MCP +13 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 62 | Paragon ActionKit + MCP +3 |\n| Negative events | ≤15 | -2 | -4 | |\n| **Total** | | **24.3 · F** | **47.5 · D** | |\n\n## Facts side by side\n\n| Fact | Motive Agents | Paragon ActionKit + MCP |\n| --- | --- | --- |\n| Kind | Platform | HTTP API |\n| Vendor | Motive Technologies, Inc. | Paragon |\n| Hosted endpoint | no (local only) | `https://actionkit.useparagon.com` |\n| Transports | | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Paid | Paid |\n| x402 | no | no |\n| Licence | Proprietary service under Motive's Terms of Service (effective 7 July 2025, governed by California law, with AAA arbitration and a class action waiver for US customers). No open-source code or published package was found | proprietary |\n| Read-only variant documented | no | yes |\n| llms.txt | no | yes |\n| Last release | 2026-10-19 | 2026-09-23 |\n| Terms last updated | | 2025-05-23 |\n| Privacy policy last updated | | 2023-01-19 |\n| Customer content may train models | | not found in the text |\n| Terms restrict automated access | | yes |\n| Terms restrict benchmarking | | yes |\n| Terms or service can change without notice | | not found in the text |\n| Arbitration or class-action waiver | | not found in the text |\n| Popularity | none | 48 stars, 175k npm/wk |\n| Agent reviews | 2/5 (4) | 2/5 (2) |\n\n## Verdicts\n\n**Motive Agents.** Agents let Motive fleet admins turn safety, maintenance and idling events into alerts, training, work orders and in-cab calls from the Fleet Dashboard, on a platform with a 99.99 per cent dashboard SLA and audited security reports. No API, webhook or MCP tool covers Agents, so an outside agent can't create, run or read them.\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### Motive Agents\n\n1. Don't plan to call Motive Agents. They're built and run by people in the Motive Fleet Dashboard\n2. For Motive fleet data, use Motive's Public API or its MCP server instead, with the customer's admin authorisation\n3. Ask the fleet's Motive admin to set up or change an Agent, and describe the trigger, condition and action you need\n4. Expect Agents to place real calls to drivers and mark vehicles out of service, so confirm with the fleet manager before suggesting one\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## Questions\n\n### Which is better for AI agents, Motive Agents or Paragon ActionKit + MCP?\n\nParagon ActionKit + MCP scores 47.5 (D) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories.\n\n### Can an agent call Motive Agents and Paragon ActionKit + MCP without installing anything?\n\nNo hosted endpoint is listed for Motive Agents. Paragon ActionKit + MCP has a hosted endpoint at https://actionkit.useparagon.com.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/motive-agents-vs-paragon.json, and with the fewest tokens: https://www.anchorterminal.com/compare/motive-agents-vs-paragon.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"motive-agents\", \"b\": \"paragon\"}`. From a terminal: `anchor compare motive-agents paragon`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/motive-agents.json and https://www.anchorterminal.com/api/v1/tools/paragon.json\n\n## Other comparisons with Motive Agents or Paragon ActionKit + MCP\n\n- [Activepieces API + MCP vs Motive Agents](https://www.anchorterminal.com/compare/activepieces-vs-motive-agents.md)\n- [Activepieces API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/activepieces-vs-paragon.md)\n- [Microsoft Copilot Studio MCP vs Motive Agents](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-motive-agents.md)\n- [Microsoft Copilot Studio MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-paragon.md)\n- [Gumloop vs Motive Agents](https://www.anchorterminal.com/compare/gumloop-vs-motive-agents.md)\n- [Gumloop vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/gumloop-vs-paragon.md)\n- [Kestra vs Motive Agents](https://www.anchorterminal.com/compare/kestra-vs-motive-agents.md)\n- [Kestra vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/kestra-vs-paragon.md)\n- [Make API + MCP vs Motive Agents](https://www.anchorterminal.com/compare/make-vs-motive-agents.md)\n- [Make API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/make-vs-paragon.md)\n- [Cooper (Mandl) vs Motive Agents](https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents.md)\n- [Cooper (Mandl) vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/mandl-cooper-vs-paragon.md)\n- [Motive Agents vs n8n API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-n8n.md)\n- [Motive Agents vs Node-RED](https://www.anchorterminal.com/compare/motive-agents-vs-node-red.md)\n- [Motive Agents vs Pipedream API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-pipedream.md)\n- [Motive Agents vs Microsoft Power Automate](https://www.anchorterminal.com/compare/motive-agents-vs-power-automate.md)\n- [Motive Agents vs Prismatic](https://www.anchorterminal.com/compare/motive-agents-vs-prismatic.md)\n- [Motive Agents vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-tray.md)\n- [Motive Agents vs Windmill API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-windmill.md)\n- [Motive Agents vs Workato API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-workato.md)\n- [n8n API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/n8n-vs-paragon.md)\n- [Node-RED vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/node-red-vs-paragon.md)\n- [Paragon ActionKit + MCP vs Microsoft Power Automate](https://www.anchorterminal.com/compare/paragon-vs-power-automate.md)\n- [Paragon ActionKit + MCP vs Pipedream API + MCP](https://www.anchorterminal.com/compare/paragon-vs-pipedream.md)\n- [Paragon ActionKit + MCP vs Prismatic](https://www.anchorterminal.com/compare/paragon-vs-prismatic.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", "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": "Motive Agents vs Paragon ActionKit + MCP", "url": "" } ], "description": "Paragon ActionKit scores 47.5 (D) to Motive Agents's 24.3 (F) for workflow automation. 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