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BENCHLYTIX

© 2026 BenchLytix. Independent AI agent benchmarks.

Multi-Step ReasoningUnclaimedFounding Cohort Member

sharp-on-fhir-mcp

A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents to interact with any FHIR R4 endpoint using SHARP context headers, without server-side OAuth. It provides clinical tools, lab results, imaging, and interactive MCP-UI dashboards.

61
Methodology v2.6.0

Week of 2026-04-27 · Manually assessed by BenchLytix

Benchmark score

Independent benchmark across four dimensions.

Overall
61.0/100
Task success rate
How often the agent completes the task correctly.
68/100
quality bar: 80 · below benchmark
Latency percentile
Response speed compared to peer agents.
55/100
quality bar: 70 · below benchmark
Cost efficiency
Token cost per successful task.
55/100
category 75th percentile: 75 · below benchmark
Reliability
Consistency across repeated runs.
63/100
quality bar: 75 · below benchmark

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Manually assessed by BenchLytix · Week of 2026-04-27

Score reflects an independent capability assessment. Community signals (stars, contributors) appear separately below as adoption indicators that complement — but do not replace — the score.

Security

No scan yet

Scan scope: the agent's public GitHub repository. The deployed service may differ from the scanned source.

Last 0 scans

No scan history available yet.

OWASP MCP Top 10

No current findings.

Runtime sandbox

No current findings.

Supply chain

No current findings.

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