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

performance

performance-performance-site-has-no-favicon-91b0eb8c

IFSite has no favicon

THENAdd a favicon. Browsers fetch /favicon.ico whether you ship one or not — without it, every page request logs a 404 and tab/bookmark UX is broken.

Tier 1Verified99%

performance

ai-agent-systems-syn-performance-react-loop-universal-72c2426c

IFreact_loop_universal

THENReason -> Act -> Observe dongusu tum modern agent sistemlerin temeli. LangGraph ile uygulamak en pratigi.

Tier 399%

performance

confidence-framework-performance-beta-bernoulli-pattern-confidence-bef247c0

IFbeta_bernoulli_pattern_confidence

THENCounter yerine Beta posterior. 4 success/6 fail = 0.42 (Beta) vs 0.10 (counter)

Tier 399%

performance

ai-agent-systems-syn-performance-rag-to-tool-fallback-428a5e7d

IFrag_to_tool_fallback

THENAgent bilmiyorsa once vektor DB sor, bulamazsa web search tool tetikle, sonucu DB ye kaydet.

Tier 390%

performance

personal-assistant-s-performance-index-routing-in-claude-md-b3497144

IFindex_routing_in_claude_md

THENAna claude.md dosyasi 150 satiri gecmemeli. Icerik klasoru icindekiler gibi kurgulanmali. Token tasarrufu %80.

Tier 390%

performance

confidence-framework-performance-isotonic-calibration-per-signal-82bafe1f

IFisotonic_calibration_per_signal

THENHer signal icin ayri isotonic regression. Embedding model degisince cutoff degisir

Tier 390%

performance

performance-performance-p95-latency-ms-2000-and-deploy-age-seconds-90-645a7e82

IFp95_latency_ms > 2000 AND deploy_age_seconds < 90

THENtrigger pre-warm via /health ping; emit alert if drift persists past 90s

Tier 185%

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.