Who MCPJam is for
The same platform, in your language: developers, engineering managers, PMs, AI and platform leads, marketers, MCP client vendors, and enterprise.
Pick your role
MCPJam for developers — test MCP servers as you build
Reproduce any MCP failure in minutes: run your server through a real agent, read the trace, debug OAuth step by step, and gate PRs with evals. Free and open source.
MCPJam for engineering managers — reliability as a gate
Make MCP reliability a merge gate: evals on every PR, failures your team can reproduce, and client coverage maintained for you instead of by your engineers.
MCPJam for product managers — launch-ready MCP
Know if your MCP integration is launch-ready: pass rates on realistic requests, failure patterns named, and tester sessions you can replay before users hit them.
MCPJam for AI & platform leads — one MCP quality bar
Standardize how every team tests MCP: one platform for local testing, CI gates, and cross-client coverage — open-source inspector plus a hosted team platform.
MCPJam for marketers — reach users inside ChatGPT & Claude
ChatGPT and Claude are where your users work now. Ship an MCP integration that performs in every client, with cross-client test evidence before every launch.
MCPJam for MCP client teams — parity and coverage
MCPJam tracks what the major AI clients support and how servers behave in each. If you build an MCP client, stay at parity with ChatGPT and Claude.
MCPJam for enterprise — SSO, compliance, and support
Adopt MCP testing without new risk: SSO/SAML, RBAC, audit retention, SOC 2 (in progress), and an SLA. Strictly pre-production — it never touches live traffic.
Frequently asked questions
Pick by what you are accountable for, not by job title. Shipping the server: developers. The merge bar: engineering managers. Launch readiness: product managers. One standard across teams: AI and platform leads. The integration users actually meet: marketers. Your own client's parity: MCP client teams. Procurement, SSO, and compliance: enterprise.
No — one platform, 7 vantage points. The same inspector, evals, and client coverage sit behind all of them. Each page leads with the part its reader is answerable for, and none of them is a separate tier or SKU.
Yes. The run report is the shared artifact: pass rate per user journey and per client, with failures described in plain language rather than stack traces. Chatboxes go further — hosted, shareable environments where a tester, a PM, or a beta user can try the real integration without touching your infrastructure.
With one server and one shared run. An engineer wires the eval suite into CI once; the report it produces on every pull request is what the manager reads as a merge signal, the PM reads as launch readiness, and the marketer reads as evidence a client is covered. Nobody needs a second tool to see the same result.