MoleCare

MoleCare/molecare-mcp

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

22 good first / help-wanted issues · TypeScript · last activity Aug 23, 2026

2 stars 0 forks 2 watchers TypeScript Apache License 2.0
ai-tools anthropic claude dermatology healthcare mcp mcp-server melanoma mlops model-context-protocol molecare skin-health typescript
View on GitHub Website
22 Open Issues Need Help Last updated: Aug 23, 2026

Open Issues Need Help

View All on GitHub
The bundled terminology is six concepts and two ICD-10 codes 30 days ago
help wanted clinical-safety
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Verify the registry listing matches what npm shipped, after publishing about 1 month ago
help wanted infrastructure
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Tool profiles: let people load only the dermatology tools about 1 month ago
help wanted design
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Expand the dermatology knowledge resources about 1 month ago
good first issue clinical-safety
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
i18n: Extract medical knowledge base into locale files (English-only today) about 2 months ago
enhancement help wanted good first issue i18n
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Add MCP prompts about 2 months ago
help wanted clinical-safety protocol
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
i18n: Document translation workflow in CONTRIBUTING.md about 2 months ago
documentation good first issue i18n
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
server.ts and ops.ts are 1,093 and 2,194 lines about 2 months ago
help wanted cleanup
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
RateLimitService.ts is the only PascalCase filename about 2 months ago
good first issue cleanup
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
express is a runtime dependency with no imports about 2 months ago
good first issue cleanup
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Cite sources for every SNOMED CT and ICD-10 mapping about 2 months ago
good first issue clinical-safety
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
The ops binary has no smoke test about 2 months ago
help wanted good first issue
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Add --version and --help flags to the CLI about 2 months ago
good first issue
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
i18n: Community translations for medical KB (per-language PRs welcome) 2 months ago
documentation help wanted good first issue i18n
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
i18n: Localize clinical-safety disclaimers on knowledge resources 2 months ago
enhancement help wanted clinical-safety i18n
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Delete the unused express middleware, or wire it up 2 months ago
good first issue cleanup
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Integration test harness that exercises every tool in mock mode 2 months ago
help wanted
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Add MCP tool annotations to all tools 2 months ago
good first issue protocol
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Add a CI workflow 2 months ago
help wanted good first issue
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Wire up dotenv so .env is actually loaded 2 months ago
good first issue mock-mode
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
README environment variable table is inaccurate 2 months ago
documentation good first issue
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript
Add a test suite (there is currently none) 2 months ago
help wanted good first issue
MoleCare/molecare-mcp
2

MCP server for educational dermatology knowledge, MoleCare API tools, and MLOps operations tooling. Runs in mock mode with no credentials. Not a medical device.

TypeScript
#ai-tools#anthropic#claude#dermatology#healthcare#mcp#mcp-server#melanoma#mlops#model-context-protocol#molecare#skin-health#typescript