Free MCP Readiness Audit — See What Your Product Looks Like in AI Agents
What You Get
We review your product's API and send you a 1-page report showing exactly what an MCP server for your product would look like. No commitment, no sales call required.
The Report Includes:
1. Tool Mapping Which API endpoints become MCP tools — and which don't. We identify the 5-10 actions your users would actually use through AI agents, not a dump of your entire API.
2. Resource Design What data your MCP server would expose as resources — the things users would query or browse through their AI agent.
3. Sample Interactions Real examples of what a user could say to Claude or Cursor and what your MCP server would return. Concrete, not hypothetical.
4. Token Efficiency Estimate How much context window each tool description and response would consume. We design for minimal footprint — because bloated MCP servers waste your users' tokens and confuse the model.
5. Auth & Permissions How authentication would work — OAuth, API keys, or token-based — and what permission scoping looks like for different user roles.
6. Implementation Timeline Honest estimate of how long the build would take and what tier it falls into.
How It Works
- Send us your API docs — a link to your API reference, OpenAPI spec, or even just a list of your main endpoints
- We review and design — we map your API to a lean MCP server architecture (takes us ~30 minutes)
- You get the report — a 1-page PDF with everything above, within 48 hours
Who This Is For
- SaaS companies with a public or internal API
- Developer tools that want to be accessible from Claude, Cursor, or other AI agents
- Internal tool teams who want their product usable via AI workflows
Get Your Free Audit
Send your API docs to hello@software-savants.com with the subject line "MCP Readiness Audit" — or book a call and we'll walk through it together.
No commitment. No sales pitch. Just a clear picture of what your product looks like inside an AI agent.