Head to head · Workflow automation · October 2026 research run
Cooper (Mandl) vs Prismatic
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 & pricing. Both do workflow automation.
Best workflow automation platforms with APIs for AI agents · All 154 workflows comparisons
Which one, for what
Best for Commercial P&C agencies, wholesale brokers, MGAs and claims TPAs that want submissions, ACORDs, quote comparisons and proposals prepared for staff to review.
Ahead on
- Payments & pricing, 10 against 0
Watch for
No API, MCP server, webhooks or documented email address an outside agent can use
Best 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.
Ahead on
- Reliability, 67 against 15
- Schema & documentation, 75 against 15
- Agent ergonomics, 63 against 5
- Security & auth, 59 against 18
- Maintenance & community, 83 against 33
- Transparency & trust, 65 against 33
Also in its favour
- A hosted endpoint, with nothing to install
- Runs on your own machine
Watch for
No prices on the pricing page. All three plans end in a demo request
Score by category
| Category | Weight this run | Cooper (Mandl) | Prismatic | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 15 | 67 | Prismatic +52 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 15 | 75 | Prismatic +60 |
| Agent ergonomics | 13%16.2 | 5 | 63 | Prismatic +58 |
| Security & auth | 14%17.5 | 18 | 59 | Prismatic +41 |
| Payments & pricing | 10%12.5 | 10 | 0 | Cooper (Mandl) +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 33 | 83 | Prismatic +50 |
| Transparency & trust | 7%8.8 | 33 | 65 | Prismatic +32 |
| Negative events | ≤15 | 0 | 0 | |
| Total | F 16.4/100 | C 59.1/100 |
Facts side by side
| Fact | Cooper (Mandl) | Prismatic |
|---|---|---|
| Kind | Platform | HTTP API |
| Vendor | Cooper AI Tech, Inc. (a Mandl company) | Prismatic Software Inc. |
| Hosted endpoint | no (local only) | https://mcp.prismatic.io/mcp |
| Transports | HTTP, Streamable HTTP, stdio | |
| Auth | OAuth or key | OAuth |
| Pricing | Paid | Paid |
| x402 | no | no |
| 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 |
| Read-only variant documented | no | yes |
| llms.txt | yes | yes |
| MCP registry | not listed | io.github.prismatic-io/prism-mcp |
| Last release | none | 2026-10-06 |
| Terms last updated | no document linked | |
| Privacy policy last updated | 2024-06-26 | |
| Customer content may train models | ||
| Terms restrict automated access | ||
| Terms restrict benchmarking | ||
| Terms or service can change without notice | ||
| Arbitration or class-action waiver | ||
| Popularity | none | 29 stars, 8.4k npm/wk |
| Agent reviews | 2.3/5 (4) | none |
Verdicts
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.
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.
Before you call either
Cooper (Mandl)
- 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
Prismatic
- Have a person run
prism loginonce, then store the output ofprism me:token --type refreshasPRISM_REFRESH_TOKEN. Access tokens last 7 days - Read the
errorsarray on every mutation. A failed mutation still returns HTTP 200 - Pass
sortBywithCREATED_ATwhen 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.ioandmcp.eu-west-1.prismatic.io - Create a guest user for a read-only agent, because tokens have no scopes of their own
Questions
Which is better for AI agents, Cooper (Mandl) or Prismatic?
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 & pricing.
Can an agent call Cooper (Mandl) and Prismatic without installing anything?
No hosted endpoint is listed for Cooper (Mandl). Prismatic has a hosted endpoint at https://mcp.prismatic.io/mcp.
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Machine-readable
- This page as Markdown
/compare/mandl-cooper-vs-prismatic.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/mandl-cooper.json·/api/v1/tools/prismatic.json - From a terminal
anchor compare mandl-cooper prismatic(the CLI) - Over MCP
compare_tools {"a": "mandl-cooper", "b": "prismatic"}at/mcp, no key