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| # DeepCritical Hackathon Priority Summary | |
| ## 4 Days Left (Deadline: Nov 30, 2025 11:59 PM UTC) | |
| --- | |
| ## Git Contribution Analysis | |
| ```text | |
| The-Obstacle-Is-The-Way: 20+ commits (Phases 1-11, all demos, all fixes) | |
| MarioAderman: 3 commits (Modal, LlamaIndex, PubMed fix) | |
| JJ (Maintainer): 0 code commits (merge button only) | |
| ``` | |
| **Conclusion:** You built 90%+ of this codebase. | |
| --- | |
| ## Current Stack (What We Have) | |
| | Component | Status | Files | | |
| |-----------|--------|-------| | |
| | PubMed Search | ✅ Working | `src/tools/pubmed.py` | | |
| | ClinicalTrials Search | ✅ Working | `src/tools/clinicaltrials.py` | | |
| | bioRxiv Search | ✅ Working | `src/tools/biorxiv.py` | | |
| | Search Handler | ✅ Working | `src/tools/search_handler.py` | | |
| | Embeddings/ChromaDB | ✅ Working | `src/services/embeddings.py` | | |
| | LlamaIndex RAG | ✅ Working | `src/services/llamaindex_rag.py` | | |
| | Hypothesis Agent | ✅ Working | `src/agents/hypothesis_agent.py` | | |
| | Report Agent | ✅ Working | `src/agents/report_agent.py` | | |
| | Judge Agent | ✅ Working | `src/agents/judge_agent.py` | | |
| | Orchestrator | ✅ Working | `src/orchestrator.py` | | |
| | Gradio UI | ✅ Working | `src/app.py` | | |
| | Modal Code Execution | ⚠️ Built, not wired | `src/tools/code_execution.py` | | |
| | **MCP Server** | ✅ **Working** | `src/mcp_tools.py`, `src/app.py` | | |
| --- | |
| ## What's Required for Track 2 (MCP in Action) | |
| | Requirement | Have It? | Priority | | |
| |-------------|----------|----------| | |
| | Autonomous agent behavior | ✅ Yes | - | | |
| | Must use MCP servers as tools | ✅ **YES** | Done (Phase 12) | | |
| | Must be Gradio app | ✅ Yes | - | | |
| | Planning/reasoning/execution | ✅ Yes | - | | |
| **Bottom Line:** ✅ MCP server implemented in Phase 12. Track 2 compliant. | |
| --- | |
| ## 3 Things To Do (In Order) | |
| ### 1. MCP Server (P0 - Required) ✅ DONE | |
| - **Files:** `src/mcp_tools.py`, `src/app.py` | |
| - **Status:** Implemented in Phase 12 | |
| - **Doc:** `02_mcp_server_integration.md` | |
| - **Endpoint:** `/gradio_api/mcp/` | |
| ### 2. Modal Wiring (P1 - $2,500 Prize) | |
| - **File:** Update `src/agents/analysis_agent.py` | |
| - **Time:** 2-3 hours | |
| - **Doc:** `03_modal_integration.md` | |
| - **Why:** Modal Innovation Award is $2,500 | |
| ### 3. Demo Video + Submission (P0 - Required) | |
| - **Time:** 1-2 hours | |
| - **Why:** Required for all submissions | |
| --- | |
| ## Submission Checklist | |
| - [ ] Space in MCP-1st-Birthday org | |
| - [ ] Tag: `mcp-in-action-track-enterprise` | |
| - [ ] Social media post link | |
| - [ ] Demo video (1-5 min) | |
| - [ ] MCP server working | |
| - [ ] All tests passing | |
| --- | |
| ## Prize Math | |
| | Award | Amount | Eligible? | | |
| |-------|--------|-----------| | |
| | Track 2 1st Place | $2,500 | If MCP works | | |
| | Modal Innovation | $2,500 | If Modal wired | | |
| | LlamaIndex | $1,000 | Yes (have it) | | |
| | Community Choice | $1,000 | Maybe | | |
| | **Total Potential** | **$7,000** | With MCP + Modal | | |
| --- | |
| ## Next Actions | |
| ```bash | |
| # 1. MCP Server - DONE ✅ | |
| uv run python src/app.py # Starts Gradio with MCP at /gradio_api/mcp/ | |
| # 2. Test MCP works | |
| curl http://localhost:7860/gradio_api/mcp/schema | jq | |
| # 3. Wire Modal into pipeline | |
| # (see 03_modal_integration.md) | |
| # 4. Record demo video | |
| # 5. Submit to MCP-1st-Birthday org | |
| ``` | |