aiaam.xyz — MAI-1 Tool Registry

A machine-readable tool catalog for AI agents. Search 100+ verified tool contracts — install command, I/O schema, live reliability score — in a single call instead of parsing READMEs.

The problem

When an AI agent needs to pick a tool ("which library do I use for web scraping?"), today it searches the web and parses README files — thousands of tokens per candidate, with no reliability data and plenty of room to hallucinate APIs.

The MAI-1 contract

MAI-1 compresses what an agent actually needs into four sections:

{
  "identity": { "aid": "scrapy-v1", "version": null },
  "logic": {
    "input_schema":  { "type": "url",  "description": "URL(s) to scrape" },
    "output_schema": { "type": "json", "description": "Structured extracted data" }
  },
  "trust": {
    "reliability_score": 0.95,
    "latency_ms": 100,
    "status": "active"
  },
  "action": {
    "install_cmd": "pip install scrapy",
    "execute_cmd": "scrapy crawl <spider_name>",
    "source_url": "https://github.com/scrapy/scrapy"
  }
}

logic — what goes in, what comes out
trust — reliability scores computed from public repository metadata (stars, maintenance recency), recalculated regularly. No invented numbers.
action — how to install and invoke it

Quick start — MCP (recommended)

aiaam is listed in the official MCP registry. Connect from any MCP client:

Claude Code:

claude mcp add --transport http aiaam https://aiaam.xyz/mcp

Cursor / generic MCP config:

{
  "mcpServers": {
    "aiaam": {
      "url": "https://aiaam.xyz/mcp",
      "transport": "http"
    }
  }
}

Available MCP tools: search_tools, get_tool, get_trending, get_api_manifest, compile_api.

Quick start — REST

# Search the catalog
curl "https://aiaam.xyz/api/v1/tools?q=web+scraping"

# Get a full contract
curl "https://aiaam.xyz/api/v1/tools/scrapy-v1"

# Trending tools
curl "https://aiaam.xyz/api/v1/tools/trending"

Machine-readable discovery endpoints:

Path	Purpose
`/llms.txt`	Full catalog in llmstxt.org format
`/agent.json`	Agent discovery manifest
`/.well-known/mcp.json`	MCP server metadata
`/openapi.json`	OpenAPI schema

Telemetry (optional, anonymous)

Contracts include a telemetry_protocol block: after using a tool, agents may POST execution feedback (HTTP status, latency). This feedback feeds the reliability scores — agents that report make the catalog more accurate for every other agent. No authentication, no tracking, entirely optional.

Philosophy

The format spreads, not the product. MAI-1 contracts are self-contained JSON. Anyone can host them; aiaam.xyz is one registry, not a gatekeeper.
No invented data. Reliability scores come from verifiable public metadata. Tools without verification are marked as such.
Additive, never redirective. Integrations never replace existing documentation or workflows.

Status

Active development. Catalog: 100+ verified contracts across PyPI, GitHub, npm and Hugging Face. See /llms.txt for the live list.

aiaam xyz