Community

Open Docker image. Public GitHub repo. Free demo keys. The growing community of pharma compliance practitioners building with AI.

Try ComplianceGxP — Free Demo Key

Get a demo API key and explore ComplianceGxP’s QA mode against a public regulatory sandbox. 10 queries/day, no contract, no commitment. Email us and we’ll send a cgxp-… key within one business day.

“What documents are needed for IQ in a GAMP5 Cat 4 system?” “How does 21 CFR Part 11 apply to electronic batch records?” “EU Annex 11 requirements for backup and recovery?” “Draft a CAPA for a temperature excursion in cold storage”
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Where the Community Lives

ComplianceGxP is built by practitioners, for practitioners. Join the conversation, ship your own deployments, or contribute upstream.

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GitHub — ComplianceGxP

Public source repository for ComplianceGxP. Issues, discussions, and pull requests welcome. Star the repo to follow along.

View on GitHub →
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Docker Hub

Pre-built Docker image for self-hosting. Pulls down with one command, runs with docker compose up -d, includes Caddy reverse proxy for HTTPS.

Pull the Image →
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LLMOps.Pro Community

The wider community for AI & pharma compliance practitioners: blog posts, LinkedIn discussions, and the LLMOps.Pro main site. ComplianceGxP is part of that ecosystem.

Visit LLMOps.Pro →
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MCP Connector

Plug ComplianceGxP into Claude AI, Claude Code, or any agent supporting the Model Context Protocol. The MCP server endpoint ships with every install.

MCP Quick Start →
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AgentContract

Behavioral contracts for AI agents — the open spec used to constrain ComplianceGxP’s output in GxP environments. Python, TypeScript, and Rust implementations.

AgentContract Org →
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Direct Contact

Got a use case, a question, or a deployment story to share? Mauro reads every email. Pilot applications and partnership conversations welcome.

hello@llmops.pro →

What We’re Building Next

The public roadmap. Open issues. Open conversations.

  • Streaming responses (SSE) — reduce time-to-first-token in CSV protocol drafts
  • VSCode extension — query your SOPs from the editor
  • Pinecone / Qdrant backend option for namespace counts > 100
  • Stripe integration for automated key provisioning
  • SHARP v2 — broader healthcare agent interop
  • Public demo content seeded with ICH Q7 + FDA guidance documents

Have a feature request? Open an issue →

Build something with us

Whether you’re piloting ComplianceGxP in your own validated environment, contributing upstream, or just kicking the tyres — we want to hear about it.

Get in Touch