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Explorer/MCP/rsanandres/atlas_mcp
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Atlas MCP

rsanandres/atlas_mcp

AI-powered MCP server for searching and conversing over FHIR R4 clinical documents. Features hybrid retrieval (BM25 + pgvector), cross-encoder reranking, LangGraph multi-agent workflow, PII masking, and multi-provider LLM support (Ollama, OpenAI, Anthropic, Bedrock). 15+ tools for agent queries, document retrieval, session management, and embeddings ingestion.

15 tools available ↓
The Journeyman
A reasonable amount of history and nothing concerning in the scan.
Time indexed (7mo)
15toolsRemote/ HTTP7moindexed
100% uptime · 258ms avgChecked Sep 13, 2026
Quality Score
58/95
Established
Risk Score
0/100
Clean
▸How is this calculated?
Quality Breakdown
Tenure14.7/20
213 days indexed
Capability18.1/25
Tools: 6.1/13 (15 tools)
Description: 5/5 ✓
Endpoint: 7/7 ✓
Adoption0/25
Use count: 0/20 (0 uses)
Multi-registry: 0/5 (1 registry)
Reliability25/25
Currently live: 10/10 ✓
Uptime history: 15/15 100% (68/68 checks)
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Incomplete Data Cap (60)
Usage data is not available for this server. Quality is capped until adoption can be measured.
Risk
0— Clean
No signals detected.
The scanner shows
15 tools. Nothing caught our attention.
First indexed Feb 15, 2026
Server Profile
⚙
Tools catalogued
15
15 tools available. Full list below.
☁
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
○
Registry presence
Not verified
Not yet verified by the Official MCP Registry.
●
Liveness
100%
Based on 48 checks. Average response: 258ms.
Publisher Verification
Not yet verified by the Official MCP Registry.
Endpoint
https://atlas_mcp--rsanandres.run.tools
Tools (15)
agent_query
Query the HC-AI agent with a natural language question. Uses a multi-agent workflow with query classification, hybrid search + reranking, validation, and response synthesis.
agent_clear_session
Clear agent session history for a given session ID.
agent_health
Check agent health status and configuration.
rerank
Rerank documents by relevance to a query using cross-encoder models.
rerank_with_context
Rerank documents with optional full FHIR bundle context.
batch_rerank
Batch rerank multiple queries in parallel.
Show all 15 tools ↓
session_append_turn
Append a conversation turn to session history.
session_get
Get session state including recent turns and summary.
session_update_summary
Update the session summary.
session_clear
Clear all session data for a session ID.
ingest
Ingest a clinical note for chunking and embedding into the vector database.
embeddings_health
Check embeddings service health and configuration.
db_stats
Get database connection and queue statistics.
db_queue
Get ingestion queue status.
db_errors
Get error logs with optional filtering.

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