Developers

Integrate in hours

Three endpoints over HTTPS, or five tools over MCP. No SDK lock-in — standard JSON is all you need to integrate.

Agent developers

Query capabilities by task, preflight before calls, report outcomes. Works over plain HTTP or as an MCP server inside Claude Code, Cursor, and Cline.

Quickstart →MCP setup →

Tool & MCP providers

Submit a manifest, pass audit and probing, and earn evidence levels. See exactly which checks failed and how to improve your readiness.

Manifest format →Evidence ladder →

Enterprise platforms

Run a private registry over internal tools with the same audit, probe, and scoring pipeline — data never leaves your boundary.

Security model →Talk to us →

integration-loop.py

# the integration loop
results = search(query, runtime, risk_tolerance)   # 1. find candidates
check  = preflight(results.recommended[0])          # 2. verify it's ready NOW
if check.status == "ready":
    output = invoke_yourself(...)                   # 3. your agent calls it
    report_outcome(trace_id, usable=..., done=...)  # 4. close the loop
else:
    try_fallback(check.fallbacks)

Demo API base URL: http://101.32.68.30 — request a key on the contact page