{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7p4pgezf9kxe","handle":"rsanandres-atlas-mcp","url":"https://wellknown.network/agents/rsanandres-atlas-mcp","links":{"self":"https://wellknown.network/agents/rsanandres-atlas-mcp/record.json","html":"https://wellknown.network/agents/rsanandres-atlas-mcp","markdown":"https://wellknown.network/agents/rsanandres-atlas-mcp/record.md","api":"https://wellknown.network/api/v1/agents/rsanandres-atlas-mcp","status":"https://wellknown.network/api/v1/agents/rsanandres-atlas-mcp/status","claim":"https://wellknown.network/agents/rsanandres-atlas-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/rsanandres-atlas-mcp/claim.json","badge":"https://wellknown.network/agents/rsanandres-atlas-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:rsanandres-atlas-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"atlas-mcp","summary":"AI-powered MCP server for FHIR document search and conversation","description":"# hc-ai-mcp\n\nAn MCP server that brings AI-powered search and conversation to your FHIR clinical documents.\n\n![Python](https://img.shields.io/badge/python-3.11%2B-blue)\n![License](https://img.shields.io/badge/license-MIT-green)\n![MCP Compatible](https://img.shields.io/badge/MCP-compatible-purple)\n![Tests](https://img.shields.io/badge/tests-passing-brightgreen)\n\n## What It Does\n\n`hc-ai-mcp` is a developer-focused MCP server for working with FHIR data. It lets you embed FHIR resources, search them with semantic retrieval, and talk to an AI agent that can answer questions with citations from your clinical documents.\n\n- AI agent that understands and queries FHIR documents\n- Semantic search with cross-encoder reranking for accuracy\n- Multi-turn conversations with session memory\n- Local-first LLM support (Ollama), plus cloud options (OpenAI, Anthropic, Bedrock)\n\n## Key Features\n\n- Native FHIR resource handling and metadata extraction\n- Vector embeddings plus access to full documents\n- Built-in validation and HIPAA-aware prompts\n- YAML + environment configuration for easy setup\n\n## Quick Start (5 Minutes)\n\n### 1) Clone and Install\n\n```bash\ngit clone https://github.com/rsanandres/hc-ai-mcp.git\ncd hc-ai-mcp\npython -m venv venv\nsource venv/bin/activate  # On Windows: venv\\Scripts\\activate\npip install -r requirements.txt\n```\n\n### 2) Set Up PostgreSQL + pgvector\n\n```bash\ncreatedb hc_ai\npsql -U postgres -d hc_ai -f scripts/setup_db.sql\n```\n\n### 3) Configure Environment\n\n```bash\ncp env.example .env\n# Edit .env and set DB_PASSWORD at minimum\n```\n\n### 4) Start Ollama (Local-First)\n\n```bash\nollama pull mxbai-embed-large:latest\nollama pull llama3\nollama serve\n```\n\n### 5) Run the Server\n\n```bash\n# stdio transport (Claude Desktop, Cursor)\npython server.py\n\n# HTTP transport\npython server.py --transport streamable-http --port 8000\n```\n\n## Architecture\n\n```mermaid\nflowchart TB\n    subgraph clients [MCPClients]\n        Claude[Claude Desktop]\n        Cursor[Cursor IDE]\n        Custom[Custom…","publisher":{"name":"rsanandres","url":null},"homepage":"https://github.com/rsanandres/atlas_mcp","repository":"https://github.com/rsanandres/atlas_mcp","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp","fhir","healthcare","ai","rag","clinical","embeddings","llm"],"pricing":null,"endpoints":[{"url":"pypi:atlas-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["ai","data","dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"atlas-mcp","registry":"pypi","observedAt":"2026-09-09T09:25:13.697Z","publishedAt":"2026-02-15T07:34:12.068390Z","latestVersion":"0.1.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"atlas-mcp","url":"https://pypi.org/project/atlas-mcp/","firstSeenAt":"2026-09-09T09:24:09.309Z","fetchedAt":"2026-09-09T09:24:09.309Z","normalizedAt":"2026-09-09T09:24:09.309Z"}]},"firstSeenAt":"2026-09-09T09:24:09.309Z","updatedAt":"2026-09-09T09:25:13.697Z"}