Mirobody MCP Server: Turn Lab Results into Standard Medical Codes

• Codes lab readings

  Turns lab or vital-sign readings as printed, in any language, into standard FHIR records with a LOINC code and a unit. The unit helps pick the code, and up to 200 readings go in one call.

  Try: “Code this reading: LDL cholesterol 3.2 mmol/L.”

  Read · standardize_reading

• Classifies a symptom or diagnosis

  Places a complaint or a diagnosis in a person's own words on the ICPC-3 classification. You say whether it is a symptom or a condition, and unplaced words are returned without a code.

  Try: “Classify "sore throat" as a symptom.”

  Read · standardize_complaint

• Reads a lab report file

  Reads a lab report as PDF, image, spreadsheet or text and returns every reading as a coded record. It sends the document to the model provider you configured, so it needs the parse extra and a model key.

  Try: “Standardize the lab report at /Users/me/labs/june.pdf.”

  Files · standardize_report

• Looks up LOINC codes by name

  Looks up LOINC codes for up to 200 test names. A panel name returns the panel code, and a whole family of tests such as a lipid panel is refused.

  Try: “Find the LOINC code for 血红蛋白.”

  Read · resolve_indicator

• Normalizes units

  Rewrites units as printed, such as mg/dL or 毫摩尔每升, into the standard UCUM form and their measurement family. An empty result means the unit is not recognized.

  Try: “Normalize these units: mg/dL, 次/分.”

  Read · normalize_unit

• Converts a value between units

  Converts one value from one unit to another. Moving between mass and molar concentration needs the LOINC code, and a null answer means the units measure different things.

  Try: “Convert 193 mg/dL of total cholesterol to mmol/L.”

  Read · convert_unit

Watch out for

• standardize_report sends your document to an AI model provider

  It reads a lab report file and sends it to the model provider you configured. Skip that tool for sensitive documents, or use a provider you trust. github.com

• standardize_report can read any local file path you give it

  It takes a local path readable by the server. Name only the report you mean to share. github.com

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