Open Pharma Plugins

Agent Skills and MCP tools for pharmaceutical commercial operations.

Public beta. Validate outputs before operational use. Campaign and field-training artifacts are drafts for qualified medical/legal/regulatory review, not automated approval.

Capabilities

Architecture

Each source plugin bundles a Skill with one MCP server. The Python wheel contains the six MCP servers and their runtime fixtures; Skills, cookbooks, and marketplace manifests are installed from the repository rather than the wheel.

Quick start

Python 3.10–3.13 is supported. Install one or more MCP servers from the published distribution:

python -m pip install "open-pharma-plugins[territory-alignment,competitive-intelligence]"
open-pharma-plugins-territory-alignment --version

For the complete Skill + MCP plugin, download and inspect the guided installer before running it:

curl -fsSLO https://raw.githubusercontent.com/PharmaGenAI/open-pharma-plugins/main/install.sh
less install.sh
bash install.sh

The installer requires uv/uvx; it never installs a package manager on your behalf. See Installation for tag-pinned and source-checkout options.

Configuration and local data

Copy .env.example to ~/.open-pharma-plugins/config and set only the providers you use. Process environment variables take precedence. Mutable data defaults to private capability directories under ~/.open-pharma-plugins; files are written with mode 0600 and directories with 0700 where POSIX permissions are available.

Common settings include:

API keys are not persisted in competitive-intelligence cache metadata, evidence URLs, runs, or reports. Source queries are still sent to the selected external provider, so do not place secrets or unnecessary personal data in search terms. Reports and timelines can reuse one immutable run instead of repeating provider calls.

HCP batch extraction/synthesis defaults to high reasoning effort, a 120-second request timeout, and zero SDK retries. An installed HCP plugin accepts user-supplied input/output paths through the tag-pinned open-pharma-plugins-hcp-batch console and produces canonical account JSON, batch_summary.csv, and batch_manifest.json. See the HCP batch guide for dry-run, confirmation, provider, CSV, and resume rules.

Documentation

• Installation
• Configuration
• HCP batch processing and CSV review
• Data security and compliance boundaries
• Local development
• Testing
• Adding a capability
• Releasing
• Manual harness setup
• Chinese documentation · Japanese documentation

License

Apache-2.0. See LICENSE.