{ "data": { "a": { "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" } }, "answer": "Prismatic scores 59.1 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in 6 of 7 scored categories. Cooper (Mandl) leads on payments \u0026 pricing.", "b": { "slug": "prismatic", "name": "Prismatic", "vendor": "Prismatic Software Inc.", "vendorUrl": "https://prismatic.io", "kind": "http-api", "category": "workflow-automation", "summary": "Prismatic is an embedded integration platform for B2B software companies. Teams build integrations in a low-code designer or in TypeScript, deploy them to customers, and manage them through a GraphQL API, the Prism CLI and MCP servers.", "url": "https://www.anchorterminal.com/tools/prismatic", "markdownUrl": "https://www.anchorterminal.com/tools/prismatic.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/prismatic.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/prismatic.json", "repo": "https://github.com/prismatic-io/prism", "license": "Proprietary service. The Prism CLI, the Spectral and embedded SDKs, the Prism MCP dev server and the Claude Code skills on GitHub are MIT", "transports": [ "http", "streamable-http", "stdio" ], "remoteUrl": "https://mcp.prismatic.io/mcp", "packages": [ { "registry": "npm", "name": "@prismatic-io/prism" }, { "registry": "npm", "name": "@prismatic-io/prism-mcp" }, { "registry": "npm", "name": "@prismatic-io/spectral" }, { "registry": "npm", "name": "@prismatic-io/embedded" } ], "auth": "oauth", "authNotes": "Access starts with a person creating an account, by free trial or contract, and logging in through the browser (`prism login`). The API takes that user's JWT as a Bearer token. `prism me:token --type refresh` prints a refresh token for headless use, exchanged at `/auth/refresh` for an access token valid for 7 days. Tokens have no scopes of their own and act with the user's role. The hosted MCP flow server uses MCP OAuth or the same Bearer token, and embedded end users get a JWT signed by the customer's backend.", "pricing": "paid", "pricingNotes": "No public prices. The pricing page lists Scale, Enterprise and Custom plans with volume per-instance pricing, each ending in a demo request. A free trial exists, and the Terms of Use set it at 30 days unless stated otherwise at signup. Whether the trial needs a card could not be read because the signup form is drawn by script. Contracts set fair use limits in gigabyte-seconds of compute per instance per month (checked 2026-10-09).", "priceSummary": "Paid", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the docs index, the API docs or the pricing page (checked 2026-10-09).", "endpoints": [] }, "toolCount": null, "popularity": { "githubStars": 29, "npmWeekly": 8416, "pypiWeekly": null, "asOf": "2026-10-09" }, "docsUrl": "https://prismatic.io/docs/api/", "llmsTxt": "https://prismatic.io/docs/llms.txt", "registryName": "io.github.prismatic-io/prism-mcp", "capabilities": [ "automation.workflows", "automation.embedded", "automation.apps", "automation.code", "automation.webhooks", "automation.auth", "agent.tools" ], "tags": [ "hosted", "enterprise", "graphql", "mcp", "cli", "oauth", "llms-txt", "typescript", "sales-led", "status-page", "soc2", "webhooks", "closed-source" ], "lastRelease": "2026-10-06", "graded": true, "anchor": { "graded": true, "score": 59.1, "grade": "C", "agentReady": false, "rank": 631, "ranked": true, "rankOf": 1184, "categoryRank": 9, "methodology": "0.5", "run": "2026-10-01", "scores": { "ergonomics": 63, "maintenance": 83, "payments": 0, "reliability": 67, "schema": 75, "security": 59, "transparency": 65 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-09" }, "negative": 0, "verdict": "The GraphQL API covers 120 queries and 124 mutations with typed inputs, cursor pagination and Markdown documentation, and tokens follow seven user roles. No price is published, paid use runs under an agreement that is not public, and no API rate limit or idempotency key was found in the reviewed documentation.", "bestFor": "A B2B software company that wants to build integrations once, deploy them per customer and let an in-app agent call them as MCP tools.", "strengths": [ "GraphQL API with 120 documented queries and 124 mutations, field selection, cursor pagination and per-query filters", "Every docs page has a Markdown twin, indexed by `llms.txt` at prismatic.io/docs/llms.txt", "Hosted MCP flow server in seven regions, with OAuth 2.0 and endpoints scoped to one integration or one instance", "Seven organisation roles, including a read-only guest and a third-party role limited to named integrations, components or customers", "Dated changelog with ten entries from 20 August to 1 October 2026, and CLI and SDK releases in the same weeks" ], "weaknesses": [ "No prices on the pricing page. All three plans end in a demo request", "Paid use is governed by a separate agreement that is not published. The public terms cover the website and 30-day trials", "No API rate limit, `Retry-After` behaviour or idempotency key found in the reviewed documentation", "API tokens carry the whole role of the user who created them, and revoking one refresh token revokes all of that user's", "Mutation failures return HTTP 200 with an `errors` array of field and message, with no error codes" ], "agentNotes": [ "Have a person run `prism login` once, then store the output of `prism me:token --type refresh` as `PRISM_REFRESH_TOKEN`. Access tokens last 7 days", "Read the `errors` array on every mutation. A failed mutation still returns HTTP 200", "Pass `sortBy` with `CREATED_AT` when paging. Without a sort order pages can repeat or skip records", "Use the regional host for the tenant, such as `app.eu-west-1.prismatic.io` and `mcp.eu-west-1.prismatic.io`", "Create a guest user for a read-only agent, because tokens have no scopes of their own" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "C", "methodology": "0.5", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 59.1 } ], "editorialScores": { "ergonomics": 63, "maintenance": 83, "payments": 0, "reliability": 67, "schema": 75, "security": 59, "transparency": 40 }, "provenanceScore": 89 }, "connect": { "install": "npm install --global @prismatic-io/prism", "http": "curl https://app.prismatic.io/api --request POST --header \"Authorization: Bearer ${PRISMATIC_API_TOKEN}\" --header \"Content-Type: application/json\" --data '{\"query\": \"query { integrations { nodes { id name }}}\"}'", "claudeCode": "claude mcp add-json prismatic '{\"type\":\"stdio\",\"command\":\"npx\",\"args\":[\"-y\",\"mcp-remote\",\"https://mcp.prismatic.io/mcp\"]}'", "config": { "mcpServers": { "prism": { "args": [ "-y", "@prismatic-io/prism-mcp", "." ], "command": "npx", "env": { "PRISMATIC_URL": "https://app.prismatic.io" }, "type": "stdio" } } } }, "letme": { "capability": "https://letme.dev/automation.workflows", "tool": "https://letme.dev/prismatic" }, "area": "business", "provenance": { "legalEntity": "Prismatic Software Inc.", "domain": "prismatic.io", "domainRegistered": "2016-07-09", "endpointOnVendorDomain": true, "terms": "", "privacy": "https://prismatic.io/legal/privacy/", "statusPage": "https://www.prismatic-status.io", "changelog": "https://prismatic.io/docs/changelog/", "securityTxt": "valid", "checked": "2026-10-09", "notes": [ "The Terms of Use (last updated 17 March 2023) name Prismatic Software Inc., 5013 S Louise Ave #122, Sioux Falls, SD 57108, and are governed by South Dakota law.", "No terms link is recorded. The Terms of Use at https://prismatic.io/legal/terms/ are website terms that also cover trial accounts, and they say non-trial use of the Services is subject to a separate agreement, which is not published.", "The Privacy Policy (last updated 26 June 2024) covers the website and the web application at app.prismatic.io.", "security.txt at https://prismatic.io/.well-known/security.txt names security@prismatic.io and a PGP key and expires on 16 June 2027.", "The API, the regional hosts and the MCP flow server are all on prismatic.io subdomains. The status page is on prismatic-status.io and the trust centre on trust-prismatic.io.", "RDAP for prismatic.io gives a registration date of 2016-07-09." ], "score": 89 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/prismatic.json", "live": { "slug": "prismatic", "probe": { "target": "https://mcp.prismatic.io/mcp", "method": "get", "lastAt": "2026-10-21T02:19:06.692617549Z", "lastOk": true, "lastStatus": 401, "lastMs": 301, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 298, "p95ms24h": 330, "samples24h": 252, "samples30d": 2869, "days": [ { "date": "2026-10-09", "probes": 85, "ok": 85 }, { "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": 25, "ok": 25 } ] }, "vendorStatus": { "page": "https://www.prismatic-status.io", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-21T02:12:23.735692432Z" }, "versions": [ { "registry": "github", "name": "prismatic-io/prism", "version": "v11.0.2", "released": "2026-10-16", "seenAt": "2026-10-20T05:18:15.63571668Z" }, { "registry": "mcp-registry", "name": "io.github.prismatic-io/prism-mcp", "version": "1.5.0", "seenAt": "2026-10-20T07:39:46.124332652Z" }, { "registry": "npm", "name": "@prismatic-io/embedded", "version": "4.14.0", "seenAt": "2026-10-20T05:18:13.653734864Z" }, { "registry": "npm", "name": "@prismatic-io/prism", "version": "11.0.2", "seenAt": "2026-10-20T05:18:09.418582887Z" }, { "registry": "npm", "name": "@prismatic-io/prism-mcp", "version": "1.5.0", "seenAt": "2026-10-20T05:18:10.286121846Z" }, { "registry": "npm", "name": "@prismatic-io/spectral", "version": "10.36.0", "seenAt": "2026-10-20T05:18:11.633770836Z" } ], "githubStars": 29, "npmWeekly": 2091, "securityTxt": { "url": "https://prismatic.io/.well-known/security.txt", "state": "valid", "expires": "2027-06-16T23:59:59.000Z", "checkedAt": "2026-10-20T15:57:34.997981879Z" }, "llmsTxt": { "url": "https://prismatic.io/docs/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-20T14:31:46.191355553Z" }, "domain": { "domain": "prismatic.io", "checkedAt": "2026-10-18T13:39:27.636430973Z" }, "pages": [ { "url": "https://prismatic.io/docs/changelog/", "kind": "changelog", "status": 304, "checkedAt": "2026-10-21T00:54:07.582222767Z", "changedAt": "2026-10-15T21:32:29.389421389Z", "fingerprint": "9c1f4adf4ff1" }, { "url": "https://prismatic.io/legal/privacy/", "kind": "privacy", "status": 200, "checkedAt": "2026-10-21T00:54:09.848158593Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "6521c9b1a5d9" } ], "github": { "repo": "prismatic-io/prism", "checkedAt": "2026-10-19T06:40:49.192008214Z", "stars": 29, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-16T21:38:33Z", "openIssues": 0, "openPRs": 2, "issuesOpened90d": 0, "issuesClosed90d": 0, "prsMerged90d": 61, "ci": { "branch": "main", "runs": 50, "success": 50, "failure": 0, "other": 0, "latest": "success", "latestAt": "2026-10-16T17:15:33Z" }, "replies": { "sampled": 4, "unanswered": 0, "medianDays": 2.1 } }, "updatedAt": "2026-10-21T02:19:06.692617549Z" } }, "facts": [ { "a": "Platform", "b": "HTTP API", "name": "Kind" }, { "a": "Cooper AI Tech, Inc. (a Mandl company)", "b": "Prismatic Software Inc.", "name": "Vendor" }, { "a": "no (local only)", "b": "https://mcp.prismatic.io/mcp", "name": "Hosted endpoint" }, { "a": "", "b": "HTTP, Streamable HTTP, stdio", "name": "Transports" }, { "a": "OAuth or key", "b": "OAuth", "name": "Auth" }, { "a": "Paid", "b": "Paid", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "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", "b": "Proprietary service. The Prism CLI, the Spectral and embedded SDKs, the Prism MCP dev server and the Claude Code skills on GitHub are MIT", "name": "Licence" }, { "a": "no", "b": "yes", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "not listed", "b": "io.github.prismatic-io/prism-mcp", "name": "MCP registry" }, { "a": "none", "b": "2026-10-06", "name": "Last release" }, { "a": "", "b": "no document linked", "name": "Terms last updated" }, { "a": "", "b": "2024-06-26", "name": "Privacy policy last updated" }, { "a": "", "b": "", "name": "Customer content may train models" }, { "a": "", "b": "", "name": "Terms restrict automated access" }, { "a": "", "b": "", "name": "Terms restrict benchmarking" }, { "a": "", "b": "", "name": "Terms or service can change without notice" }, { "a": "", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "none", "b": "29 stars, 8.4k npm/wk", "name": "Popularity" }, { "a": "2.3/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Prismatic scores 59.1 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in 6 of 7 scored categories. Cooper (Mandl) leads on payments \u0026 pricing.", "question": "Which is better for AI agents, Cooper (Mandl) or Prismatic?" }, { "answer": "No hosted endpoint is listed for Cooper (Mandl). Prismatic has a hosted endpoint at https://mcp.prismatic.io/mcp.", "question": "Can an agent call Cooper (Mandl) and Prismatic without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Payments \u0026 pricing, 10 against 0" ], "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" }, { "aheadOn": [ "Reliability, 67 against 15", "Schema \u0026 documentation, 75 against 15", "Agent ergonomics, 63 against 5", "Security \u0026 auth, 59 against 18", "Maintenance \u0026 community, 83 against 33", "Transparency \u0026 trust, 65 against 33" ], "also": [ "A hosted endpoint, with nothing to install", "Runs on your own machine" ], "goodFor": "A B2B software company that wants to build integrations once, deploy them per customer and let an in-app agent call them as MCP tools.", "slug": "prismatic", "watchFor": "No prices on the pricing page. All three plans end in a demo request" } ], "job": { "capability": "automation.workflows", "name": "Workflow automation" }, "others": [ { "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/activepieces-vs-prismatic.json", "title": "Activepieces API + MCP vs Prismatic", "url": "https://www.anchorterminal.com/compare/activepieces-vs-prismatic" }, { "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/copilot-studio-mcp-vs-prismatic.json", "title": "Microsoft Copilot Studio MCP vs Prismatic", "url": "https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-prismatic" }, { "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/gumloop-vs-prismatic.json", "title": "Gumloop vs Prismatic", "url": "https://www.anchorterminal.com/compare/gumloop-vs-prismatic" }, { "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/kestra-vs-prismatic.json", "title": "Kestra vs Prismatic", "url": "https://www.anchorterminal.com/compare/kestra-vs-prismatic" }, { "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-prismatic.json", "title": "Make API + MCP vs Prismatic", "url": "https://www.anchorterminal.com/compare/make-vs-prismatic" }, { "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-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" }, { "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/n8n-vs-prismatic.json", "title": "n8n API + MCP vs Prismatic", "url": "https://www.anchorterminal.com/compare/n8n-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/node-red-vs-prismatic.json", "title": "Node-RED vs Prismatic", "url": "https://www.anchorterminal.com/compare/node-red-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/pipedream-vs-prismatic.json", "title": "Pipedream API + MCP vs Prismatic", "url": "https://www.anchorterminal.com/compare/pipedream-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/power-automate-vs-prismatic.json", "title": "Microsoft Power Automate vs Prismatic", "url": "https://www.anchorterminal.com/compare/power-automate-vs-prismatic" }, { "json": "https://www.anchorterminal.com/compare/prismatic-vs-tray.json", "title": "Prismatic vs Tray.ai API + MCP", "url": "https://www.anchorterminal.com/compare/prismatic-vs-tray" }, { "json": "https://www.anchorterminal.com/compare/prismatic-vs-windmill.json", "title": "Prismatic vs Windmill API + MCP", "url": "https://www.anchorterminal.com/compare/prismatic-vs-windmill" }, { "json": "https://www.anchorterminal.com/compare/prismatic-vs-workato.json", "title": "Prismatic vs Workato API + MCP", "url": "https://www.anchorterminal.com/compare/prismatic-vs-workato" }, { "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" } ], "scores": [ { "by": 52, "edge": "prismatic", "key": "reliability", "mandl-cooper": 15, "name": "Reliability", "prismatic": 67, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 60, "edge": "prismatic", "key": "schema", "mandl-cooper": 15, "name": "Schema \u0026 documentation", "prismatic": 75, "weight": 13 }, { "by": 58, "edge": "prismatic", "key": "ergonomics", "mandl-cooper": 5, "name": "Agent ergonomics", "prismatic": 63, "weight": 13 }, { "by": 41, "edge": "prismatic", "key": "security", "mandl-cooper": 18, "name": "Security \u0026 auth", "prismatic": 59, "weight": 14 }, { "by": 10, "edge": "mandl-cooper", "key": "payments", "mandl-cooper": 10, "name": "Payments \u0026 pricing", "prismatic": 0, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 50, "edge": "prismatic", "key": "maintenance", "mandl-cooper": 33, "name": "Maintenance \u0026 community", "prismatic": 83, "weight": 7 }, { "by": 32, "edge": "prismatic", "key": "transparency", "mandl-cooper": 33, "name": "Transparency \u0026 trust", "prismatic": 65, "weight": 7 } ], "summary": "Prismatic scores 59.1 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in 6 of 7 scored categories. Cooper (Mandl) leads on payments \u0026 pricing. Both do workflow automation.", "tutorials": [], "verdicts": { "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.", "prismatic": "The GraphQL API covers 120 queries and 124 mutations with typed inputs, cursor pagination and Markdown documentation, and tokens follow seven user roles. No price is published, paid use runs under an agreement that is not public, and no API rate limit or idempotency key was found in the reviewed documentation." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic", "json": "https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic.min.md" }, "markdown": "Prismatic scores 59.1 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in 6 of 7 scored categories. Cooper (Mandl) leads on payments \u0026 pricing. Both do workflow automation.\n\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- Prismatic: grade C, 59.1/100, rank #631 of 1184. Markdown https://www.anchorterminal.com/tools/prismatic.md · JSON https://www.anchorterminal.com/api/v1/tools/prismatic.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### 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\nAhead on:\n- Payments \u0026 pricing, 10 against 0\n\nWatch for: No API, MCP server, webhooks or documented email address an outside agent can use\n\n### Prismatic (C)\n\nGood for: A B2B software company that wants to build integrations once, deploy them per customer and let an in-app agent call them as MCP tools.\n\nAhead on:\n- Reliability, 67 against 15\n- Schema \u0026 documentation, 75 against 15\n- Agent ergonomics, 63 against 5\n- Security \u0026 auth, 59 against 18\n- Maintenance \u0026 community, 83 against 33\n- Transparency \u0026 trust, 65 against 33\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Runs on your own machine\n\nWatch for: No prices on the pricing page. All three plans end in a demo request\n\n\n## Score by category\n\n| Category | Weight | Cooper (Mandl) | Prismatic | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 15 | 67 | Prismatic +52 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 15 | 75 | Prismatic +60 |\n| Agent ergonomics | 13% (16.2 this run) | 5 | 63 | Prismatic +58 |\n| Security \u0026 auth | 14% (17.5 this run) | 18 | 59 | Prismatic +41 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 10 | 0 | Cooper (Mandl) +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 33 | 83 | Prismatic +50 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 33 | 65 | Prismatic +32 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **16.4 · F** | **59.1 · C** | |\n\n## Facts side by side\n\n| Fact | Cooper (Mandl) | Prismatic |\n| --- | --- | --- |\n| Kind | Platform | HTTP API |\n| Vendor | Cooper AI Tech, Inc. (a Mandl company) | Prismatic Software Inc. |\n| Hosted endpoint | no (local only) | `https://mcp.prismatic.io/mcp` |\n| Transports | | HTTP, Streamable HTTP, stdio |\n| Auth | OAuth or key | OAuth |\n| Pricing | Paid | Paid |\n| x402 | no | no |\n| Licence | 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 | Proprietary service. The Prism CLI, the Spectral and embedded SDKs, the Prism MCP dev server and the Claude Code skills on GitHub are MIT |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `io.github.prismatic-io/prism-mcp` |\n| Last release | none | 2026-10-06 |\n| Terms last updated | | no document linked |\n| Privacy policy last updated | | 2024-06-26 |\n| Customer content may train models | | |\n| Terms restrict automated access | | |\n| Terms restrict benchmarking | | |\n| Terms or service can change without notice | | |\n| Arbitration or class-action waiver | | |\n| Popularity | none | 29 stars, 8.4k npm/wk |\n| Agent reviews | 2.3/5 (4) | none |\n\n## Verdicts\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**Prismatic.** The GraphQL API covers 120 queries and 124 mutations with typed inputs, cursor pagination and Markdown documentation, and tokens follow seven user roles. No price is published, paid use runs under an agreement that is not public, and no API rate limit or idempotency key was found in the reviewed documentation.\n\n## Before you call either\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### Prismatic\n\n1. Have a person run `prism login` once, then store the output of `prism me:token --type refresh` as `PRISM_REFRESH_TOKEN`. Access tokens last 7 days\n2. Read the `errors` array on every mutation. A failed mutation still returns HTTP 200\n3. Pass `sortBy` with `CREATED_AT` when paging. Without a sort order pages can repeat or skip records\n4. Use the regional host for the tenant, such as `app.eu-west-1.prismatic.io` and `mcp.eu-west-1.prismatic.io`\n5. Create a guest user for a read-only agent, because tokens have no scopes of their own\n\n## Questions\n\n### Which is better for AI agents, Cooper (Mandl) or Prismatic?\n\nPrismatic scores 59.1 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in 6 of 7 scored categories. Cooper (Mandl) leads on payments \u0026 pricing.\n\n### Can an agent call Cooper (Mandl) and Prismatic without installing anything?\n\nNo hosted endpoint is listed for Cooper (Mandl). Prismatic has a hosted endpoint at https://mcp.prismatic.io/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic.json, and with the fewest tokens: https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"mandl-cooper\", \"b\": \"prismatic\"}`. From a terminal: `anchor compare mandl-cooper prismatic`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/mandl-cooper.json and https://www.anchorterminal.com/api/v1/tools/prismatic.json\n\n## Other comparisons with Cooper (Mandl) or Prismatic\n\n- [Activepieces API + MCP vs Cooper (Mandl)](https://www.anchorterminal.com/compare/activepieces-vs-mandl-cooper.md)\n- [Activepieces API + MCP vs Prismatic](https://www.anchorterminal.com/compare/activepieces-vs-prismatic.md)\n- [Microsoft Copilot Studio MCP vs Cooper (Mandl)](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-mandl-cooper.md)\n- [Microsoft Copilot Studio MCP vs Prismatic](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-prismatic.md)\n- [Gumloop vs Cooper (Mandl)](https://www.anchorterminal.com/compare/gumloop-vs-mandl-cooper.md)\n- [Gumloop vs Prismatic](https://www.anchorterminal.com/compare/gumloop-vs-prismatic.md)\n- [Kestra vs Cooper (Mandl)](https://www.anchorterminal.com/compare/kestra-vs-mandl-cooper.md)\n- [Kestra vs Prismatic](https://www.anchorterminal.com/compare/kestra-vs-prismatic.md)\n- [Make API + MCP vs Cooper (Mandl)](https://www.anchorterminal.com/compare/make-vs-mandl-cooper.md)\n- [Make API + MCP vs Prismatic](https://www.anchorterminal.com/compare/make-vs-prismatic.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 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- [Motive Agents vs Prismatic](https://www.anchorterminal.com/compare/motive-agents-vs-prismatic.md)\n- [n8n API + MCP vs Prismatic](https://www.anchorterminal.com/compare/n8n-vs-prismatic.md)\n- [Node-RED vs Prismatic](https://www.anchorterminal.com/compare/node-red-vs-prismatic.md)\n- [Pipedream API + MCP vs Prismatic](https://www.anchorterminal.com/compare/pipedream-vs-prismatic.md)\n- [Microsoft Power Automate vs Prismatic](https://www.anchorterminal.com/compare/power-automate-vs-prismatic.md)\n- [Prismatic vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/prismatic-vs-tray.md)\n- [Prismatic vs Windmill API + MCP](https://www.anchorterminal.com/compare/prismatic-vs-windmill.md)\n- [Prismatic vs Workato API + MCP](https://www.anchorterminal.com/compare/prismatic-vs-workato.md)\n- [Paragon ActionKit + MCP vs Prismatic](https://www.anchorterminal.com/compare/paragon-vs-prismatic.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": "Cooper (Mandl) vs Prismatic", "url": "" } ], "description": "Prismatic scores 59.1 (C) to Cooper's 16.4 (F) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "Cooper (Mandl) F 16.4", "Prismatic C 59.1", "scores" ], "h1": "Cooper (Mandl) vs Prismatic", "image": "https://www.anchorterminal.com/assets/og/compare-mandl-cooper-vs-prismatic.png", "path": "/compare/mandl-cooper-vs-prismatic", "published": "2026-10-01", "section": "tools", "title": "Cooper vs Prismatic for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-20", "url": "https://www.anchorterminal.com/compare/mandl-cooper-vs-prismatic" }, "tokens": { "markdown": 2550, "slim": 730 }, "version": 1 }