Open-source, LLM-agnostic capability runtime for AI agents — 97 skills as typed, permission-enforced MCP tools. Final certification: 23/23 gates PASS.
An open, LLM-agnostic capability runtime for AI agents. Define capabilities once. Discover them dynamically. Execute them through typed tools. Enforce permissions at runtime. Keep failures honest. Created by Wahyu Nur Iman.
Generated from registry + test suite — do not hand-edit. Run python tools/syncreadme.py.
Version 2.3.0 · 97 skills · 96 executable drivers (1 honest stubs) · 222 MCP tools · 313 passing tests
Evidence honesty: of the 96 executable drivers, 2 are live-tested against real provider servers (github, podcast), 3 have mock-contract tests (stripe, lovable, replit), and 91 are structural (real code, provider handshake is the operator's step). Full per-driver matrix: certification/PROVIDERMATRIX.md (generated — do not hand-edit).
This repo is no longer just a catalog — it ships a real MCP server exposing every action as its own typed tool (e.g. githubsearchrepositories, with full JSON schemas — no opaque params blob). Skills are backed by real, executable drivers; a few remain honest catalog-only stubs (structured drivernotimplemented — never fake data):
- 94 real drivers across three kinds: - Third-party APIs (62): github, slack, stripe, shopify, linear, vercel, asana, notion, todoist, places-search, zoom, gmail, google-calendar, google-sheets, google-drive, spotify, instagram, meta-threads, threads, facebook, dropbox, ticketmaster, image-search, flightaware, box, calendly, canva, duffel, figma, ghl, klaviyo, meta-ads, plaid (sandbox), printify, quickbooks, tts, voice-design, voice-selector, voice-calls, zapier, outlook-calendar, outlook-mail, outlook-conta
From the project README.
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