---

title: DeepBoner emoji: 🍆 colorFrom: pink colorTo: purple sdk: gradio sdk_version: "6.0.1" python_version: "3.11" app_file: src/app.py pinned: true license: apache-2.0 short_description: "Deep Research Agent for the Strongest Boners 💪🔬" tags:

• mcp-in-action-track-enterprise
• mcp-hackathon
• agents
• sexual-health
• reproductive-medicine
• hormone-therapy
• wellness-research
• pydantic-ai
• llamaindex
• pubmed
• clinical-trials
• evidence-based
• multi-agent

---

DeepBoner 🍆

CI codecov

"Peer-reviewed boners only. We take evidence-based arousal very seriously." 🔬

AI-Powered Deep Research Agent for Sexual Health

Making the world harder, one PubMed query at a time. 💪

Deep research for sexual wellness, ED treatments, hormone therapy, libido, and reproductive health - for all genders. Because everyone deserves rock-solid scientific evidence for their intimate health questions.

Why DeepBoner?

Sexual health is health. Period. Yet it remains one of the most under-researched and stigmatized areas of medicine. We built DeepBoner to:

• Break the stigma - Ask your embarrassing questions to an AI, not a judgmental search engine
• Get real science - Every answer backed by peer-reviewed research from PubMed & clinical trials
• Cover everyone - ED, libido, hormones, menopause, HSDD, reproductive health - all genders welcome
• Stay current - Access the latest clinical trials and preprints, not decade-old WebMD articles

Features

• 🔍 Multi-Source Deep Search: PubMed, ClinicalTrials.gov, Europe PMC, OpenAlex - simultaneously
• 🤖 MCP Integration: Use our tools from Claude Desktop or any MCP client
• 🧠 Smart Evidence Synthesis: LLM-powered judge evaluates and synthesizes findings
• 🔬 Evidence Deduplication: Cross-source dedup by PMID/DOI prevents duplicate papers
• ⚡ Unified Architecture: Same powerful multi-agent orchestration for everyone
• 🆓 Free Tier: Works without API keys (HuggingFace Qwen 2.5 7B)
• 🚀 Paid Tier: Unlocks GPT-5 automatically when OpenAI key is provided

Example Queries

Ask anything about sexual health. We don't judge. The science does.

• 💊 "What drugs improve female libido post-menopause?"
• 🧪 "Clinical trials for ED alternatives to PDE5 inhibitors?"
• 🔬 "Evidence for testosterone therapy in women with HSDD?"
• ⚠️ "Drug interactions with sildenafil?"
• 📊 "Latest research on flibanserin efficacy?"
• 🩺 "Non-hormonal treatments for vaginal dryness?"
• 💪 "Natural supplements for erectile function - what actually works?"

Quick Start

1. Environment Setup

# Install uv if you haven't already
pip install uv

# Sync dependencies
uv sync

2. Run the UI

# Start the Gradio app
uv run python src/app.py

Open your browser to http://localhost:7860.

3. Connect via MCP

This application exposes a Model Context Protocol (MCP) server, allowing you to use its search tools directly from Claude Desktop or other MCP clients.

MCP Server URL: http://localhost:7860/gradio_api/mcp/

Claude Desktop Configuration: Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "deepboner": {
      "url": "http://localhost:7860/gradio_api/mcp/"
    }
  }
}

Available Tools:

• search_pubmed: Search peer-reviewed biomedical literature
• search_clinical_trials: Search ClinicalTrials.gov for active/completed trials
• search_europepmc: Search Europe PMC preprints and papers
• search_all_sources: Search all sources simultaneously with deduplication

Development

Run Tests

uv run pytest

Run Checks

make check

Architecture

DeepBoner uses a Vertical Slice Architecture:

1. Search Slice: Retrieving evidence from PubMed, ClinicalTrials.gov, and Europe PMC.
2. Judge Slice: Evaluating evidence quality using LLMs.
3. Orchestrator Slice: Managing the research loop and UI.

Built with:

• Agent Framework: Microsoft's agent-framework-core for multi-agent orchestration
• Gradio: For the streaming user interface with MCP server
• PubMed, ClinicalTrials.gov, Europe PMC, OpenAlex: For biomedical data
• ChromaDB + Sentence-Transformers: For evidence deduplication and RAG
• LangGraph: For workflow state management

Team

Built with love (and rigorous methodology) by The-Obstacle-Is-The-Way

Hackathon

MCP 1st Birthday Hackathon - Track 2: MCP in Action (Enterprise)

We believe sexual health research deserves the same AI-powered tooling as every other medical domain. This is our contribution to normalizing conversations about intimate health through technology.

Disclaimer

⚠️ This is a research tool, not medical advice. Always consult a healthcare provider for personal medical decisions. We search the literature - we don't replace your doctor.

Links

• 🔗 GitHub Repository
• 🐦 Launch Tweet
• 🤗 HuggingFace Space

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"The science is rock solid." 🪨