MCP server that provides local, de-identified access to a demo EMR database using a private LLM for de-identification, ensuring raw patient data stays local.
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ISLAB-rui
Source: Glama
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DATABASE_PATHdata/hospital_demo.dbMCP_TRANSPORTMCP_HOSTMCP_PORTMCP_PROXY_HOSTMCP_PROXY_PORTMCP_PROXY_TARGETMCP_PROXY_MAX_PRINT_CHARSLLM_BASE_URL必須是 OpenAI-compatible API,例如 vLLM:LLM_API_KEYLLM_MODELgoogle/gemma-4-31B-itTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
2/2 tools missing one or more hints — list_cases (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_deidentified_case (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tests exist
No test files found
Add tests that exercise each declared tool.
Secrets stay with their owner
1 secret/sensitive value flow into network calls (LLM_API_KEY → dynamic)
Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.
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