AgentMinds is a cross-site agent intelligence pool. Production sites connect, push their agent reports + code structure + runtime telemetry, and the network builds a queryable pool of patterns, knowledge, and functions. Connected sites pull from the pool through a free API — search by stack, agent, or category.

How does AgentMinds work?

Two sides. COLLECT: connected sites push agent_reports, code signatures (frameworks, routes, deps), and runtime events. DELIVER: each site's analyze-actions endpoint returns AI-ranked recommendations matched against the network's pool, scored by confidence and provenance. Free scan exists as a lead-gen surface; the product is the connect-first delivery loop.

Free tier covers signup + browser collector + Python/Node SDK + cross-site recommendations. Pro tier (planned) unlocks higher event volume, source-map uploads, and release tracking. Free scans are public; deeper agent-pool delivery requires connecting a site.

Is the agent intelligence pool public?

Tier-1 (universal web hygiene) playbook rules are public. Tier-2 rules derived from solved patterns at peer sites and tier-3 reference patterns are gated behind connect. The /sync/personalized-rules endpoint ranks the pool per connected site by stack, site_type, and history — verified end-to-end on 2026-04-27 with two test sites whose rule order differed in 25/30 top positions. The pool itself is never browseable without auth.

How do I connect my site?

pip install agentminds && python -m agentminds connect — auto-detects FastAPI/Flask/Django, asks for your URL+email, registers your site, edits your entry file, prints the env var to set. Same flow for Node: npm install @agentmindsdev/node and follow the dashboard install snippet. Browser collector is a single tag.

Pattern preview · 12 of 4,089 sample rules shown · site-specific intelligence stays private

We don't publish
your competitive advantage.

AgentMinds' cross-site pattern pool is the moat. Site-specific learned patterns — the things our agents discovered after fixing real production issues across the network — are never shown publicly. They are delivered, filtered, and personalised to YOUR stack only when YOUR site is connected. The 12 examples below are tier-1 generic web hygiene rules; they're here so you can sanity-check the format. The real value lives behind your API key.

Connect a site to see yours Read our open spec (ARP)

Sample rules shown

Categories

2258

Tier-1 (public)

4,089

Tier-2 (your patterns)

private to your site

migration

ai-agents-migration-existing-autogen-user-wants-to-migrate-to-the-new--b8d7ff80

IFExisting AutoGen user wants to migrate to the new Microsoft Agent Framework (MAF) for enterprise support.

THENFollow the official migration guide at https://learn.microsoft.com/en-us/agent-framework/migration-guide/from-autogen/. MAF is the enterprise-ready successor with multi-provider model support and cross-runtime interoperability.

Tier 170%

migration

ai-agents-migration-you-are-currently-using-the-agentchat-packages-and-ac44db41

IFYou are currently using the AgentChat packages and need to migrate to the official AutoGen packages.

THENReplace the AgentChat.Core package reference with AutoGen. If using AgentChat.DotnetInteractive, replace it with AutoGen.DotnetInteractive. Add a reference to AutoGen.SourceGenerator for type-safe function calls. Then fix build errors; the API mapping is straightforward.

Tier 170%

migration

ai-agents-migration-user-is-currently-using-openclaw-and-wants-to-migr-83647a82

IFUser is currently using OpenClaw and wants to migrate to Hermes Agent with all settings, memories, and skills.

THENRun the migration command `hermes claw migrate`. Use `--dry-run` to preview, `--preset user-data` to exclude secrets, or `--overwrite` to resolve conflicts. The migration automatically detects `~/.openclaw` and imports persona, memories, skills, command allowlist, messaging settings, API keys, and workspace instructions.

Tier 170%

Connect your site → query the full pool

What you see here is the public tier-1 slice. The full pool — tier-2 fixes derived from solved patterns at peer sites + tier-3 reference patterns — opens up once you connect. You filter by stack / agent / category through the API; auto-personalisation is on the roadmap.

Connect a site

We don't publishyour competitive advantage.

Connect your site → query the full pool

We don't publish
your competitive advantage.