Aiaam

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:

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

1. 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.
2. No invented data. Reliability scores come from verifiable public metadata. Tools without verification are marked as such.
3. 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.