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Pharmacy Intelligence

Global drug reference and regulatory intelligence for AI agents — OpenFDA, DailyMed, RxNorm, PubChem, Health Canada, EMA, MHRA, and ClinicalTrials.gov. All free, no API keys.

What this skill teaches

A reusable playbook for a specific kind of work.

An MCP server tells an agent which actions are available. A skill adds the judgment around those actions: how to recognize the job, which sequence to follow, what to avoid, and how to decide that the result is complete.

Orchestrate drug reference and regulatory intelligence — search FDA labels, check adverse events, find recalls, normalize drug names, get compound properties, check clinical trials, and verify global registration status. Use when looking up drug information, checking adverse events, finding recalls, normalizing drug…

Architecture

How Pharmacy Intelligence guides an ADK-Rust agent.

The skill stays readable and portable because it contains instructions rather than service credentials or business data. ADK-Rust supplies it to the agent, the agent chooses from its reviewed tool boundary, and the connected MCP server performs the authenticated operation.

01

User request

The agent receives a goal expressed in ordinary language.

02

Pharmacy Intelligence skill

Matches intent, supplies the decision guide, and narrows the tool boundary.

03

ADK-Rust agent

Plans the workflow and streams each meaningful step through the runtime.

04

mcp-pharmacy

Executes authenticated operations against the system that owns the capability.

05

Verified result

The skill's completion rules shape the evidence returned to the user.

Portable instructions: SKILL.md · Capability boundary: mcp-pharmacy · Allowed tools: 19

Decision guide

How the agent turns a request into the right action.

These routes come directly from the skill instructions. They help the model recognize intent and select a focused tool or workflow instead of improvising across the entire capability surface.

01

"drug", "medication", "label", "prescribing info"?

openfda_search_labels / dailymed_search_labels

02

"adverse", "side effects", "safety"?

openfda_get_adverse_events

03

"recall", "withdrawn"?

openfda_search_recalls

04

"what is", "compound", "molecule"?

pubchem_search_compound / pubchem_get_properties

05

"normalize", "generic name", "RxNorm"?

rxnorm_normalize / rxnorm_get_properties

06

"clinical trial", "study", "research"?

clinicaltrials_search / clinicaltrials_get_study

07

"approved", "registered", "which countries"?

get_registration_status / search_drug_global

08

"Canada"?

health_canada_search_products

Proven workflows

Repeatable sequences for useful outcomes.

A workflow joins several tool calls into a task the user actually recognizes. The skill explains the sequence and the intended result while ADK-Rust streams the agent's progress through the shared runtime.

012-3 calls

Drug Lookup

Normalize + label + safety

022 calls

Safety Check

Adverse events + recalls

032 calls

Global Registration

Approved in which countries

042 calls

Clinical Trials

Active studies for condition

051-2 calls

Compound Research

Molecular properties

06Region calls

Source

Data

Tool boundary

The skill may use 19 documented tools.

This allowlist is declared by the skill. It keeps the agent focused on the actions needed for this job while mcp-pharmacy retains responsibility for authentication, validation, and the connected system.

openfda_search_labels
openfda_get_adverse_events
openfda_search_recalls
openfda_get_ndc
dailymed_search_labels
dailymed_get_label_xml
rxnorm_normalize
rxnorm_get_properties
rxnorm_get_atc_classes
pubchem_search_compound
pubchem_get_properties
health_canada_search_products
health_canada_get_product
clinicaltrials_search
clinicaltrials_get_study
ema_search_medicines
mhra_search_safety_updates
search_drug_global
get_registration_status

Working rules

What the agent should do.

  • Follow the decision guide, use the declared tool boundary, and verify the result before responding.

Operating boundaries

What the agent should avoid.

  • Review the complete SKILL.md before enabling this skill for production work.

Install and connect

Add the skill beside the capability it expects.

Install the repository where your ADK-Rust skill loader can discover it, connect mcp-pharmacy, and confirm the declared tools are available before asking the agent to use the workflow.

Install the skill
git clone https://github.com/zavora-ai/skill-pharmacy-intelligence.git ~/.skills/skills/pharmacy-intelligence
ADK-Rust loading shape
let skills = SkillLoader::from_dir("~/.skills/skills").await?;
let skill = skills.load("pharmacy-intelligence").await?;

let agent = LlmAgentBuilder::new("agent")
    .instruction(skill.instructions())
    .tools(skill.allowed_tools(toolset)?)
    .build()?;

The repository's compatibility statement: Requires mcp-pharmacy server connected (OpenFDA, DailyMed, RxNorm, PubChem, Health Canada, EMA, ClinicalTrials.gov — all free).

Official documentation

Read the complete skill package.

The repository remains authoritative for its exact instructions, examples, helper scripts, assets, MCP requirements, license, and later updates.

Source record

Repository metadata for this skill entry.

View public repository ↗
License
Apache-2.0
Allowed tools
19
References
3
Revision
ad3c803cae09
Updated
May 31, 2026