About

What AgentMinds is

AgentMinds is a cross-site collective intelligence platform for production AI agents. Sites push their agent reports — warnings, recommendations, learned patterns, telemetry — through an open wire format ( the ARP profile) and pull back stack-matched recommendations derived from what other connected sites have observed and resolved.

The novel piece is the cross-site pattern lifecycle — confidence-weighted, fingerprinted, cross-tenant aggregable learnings ranked per receiving site. Five existing standards do the rest of the heavy lifting (Sentry + OpenTelemetry GenAI + MCP + Anthropic Skills + AGNTCY OASF).

Where it stands today

Numbers verified live on 2026-04-28 — these are the operational scale, not roadmap aspirations.

This is an early-access network. The product fully works end-to-end — onboard, push, recommendations, cross-site lookup — and we're actively recruiting more sites. The cross-site value compounds with each new contributor; we'd rather tell you the real count than imply scale we don't have.

What it isn't

• Not a competing standard. ARP is a profile that adopts and extends five existing specs. When an upstream ships a primitive that overlaps with an ARP extension, we defer within 30 days (see §7 reorientation clause).
• Not a public knowledge browser. Tier-1 universal web-hygiene rules are public. Tier-2 learned patterns from peer sites are gated behind connect — that's the moat, not a transparency problem.
• Not a Sentry replacement. Sentry tells you what broke on your site. AgentMinds adds a cross-site layer on top — who else hit it, who solved it, with what fix. Pair both.
• Not venture-backed. Solo-developer project. No outside funding, no investor timeline. The product roadmap is set by what connected sites need, not what a board wants.

Open governance

The spec lives at github.com/agentmindsdev/profile under CC-BY-4.0. The reference implementation lives at github.com/agentmindsdev/agentminds. Five `.well-known/` descriptors publish the layered identity (ARP, A2A AgentCard, MCP server, OASF, OpenInference).

Issues, PRs, and discussions are public. The standards-watcher bot files an issue against the spec repo every time an upstream ships an overlapping primitive — we don't hide from competition that would make ARP obsolete.