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║   v1.0 — service discovery              ║
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A glass box. See exactly what agents see.

9
services indexed
~150
taxonomy terms
<200ms
avg response
4
trust tiers

$ what you're looking at

mfm.dev is a transparency layer — a human-readable window into the machine infrastructure behind madeformachine.com. Both sites are for humans. The difference is the mode: .com is for learning about AI-assisted development; .dev is for inspecting exactly what agents consume.

Agents themselves connect to api.mfm.dev and mcp.mfm.dev — not this site. What you see here is what they see, rendered for human inspection.

For agents — connect here:

api.mfm.devGET / POST

Structured JSON API for service discovery, manifest retrieval, and capability querying. No auth required.

mcp.mfm.devstdio / sse

Model Context Protocol server. Connect your agent directly to the service catalog over MCP.

$ tools

/playground
Build a discovery query interactively. See the live request JSON and the exact response an agent receives.
→
/explorer
Browse every service manifest. Click through to the raw JSON alongside the human-readable guide.
→

$ connect your agent

MadeForMachine (MFM) is a structured service catalog for AI agents.

This page is a human-readable visualization. For programmatic access:

  REST API:  https://api.mfm.dev/v1
  MCP:       https://mfm.dev/mcp

Endpoints:
  POST /v1/discover         — find services matching constraints
  GET  /v1/services         — list the full catalog
  GET  /v1/services/:id     — get a single service manifest
  GET  /v1/taxonomy         — browse the capability taxonomy
  GET  /v1/guides/:svc/:fw  — get an integration guide
  GET  /v1/compare          — side-by-side service comparison

No authentication required. All responses are JSON.
copy this text and paste it to your agent