{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_3pva3m5ggqtp","handle":"physionet-mcp","url":"https://wellknown.network/agents/physionet-mcp","links":{"self":"https://wellknown.network/agents/physionet-mcp/record.json","html":"https://wellknown.network/agents/physionet-mcp","markdown":"https://wellknown.network/agents/physionet-mcp/record.md","api":"https://wellknown.network/api/v1/agents/physionet-mcp","status":"https://wellknown.network/api/v1/agents/physionet-mcp/status","claim":"https://wellknown.network/agents/physionet-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/physionet-mcp/claim.json","badge":"https://wellknown.network/agents/physionet-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:physionet-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"physionet-mcp","summary":"Lean BigQuery-only MCP server for PhysioNet datasets","description":"# physionet-mcp\n\nLean MCP server for PhysioNet datasets - works with any PhysioNet dataset you have access to.\n\n📺 **This is a lean version of m3 with similar BigQuery and PhysioNet setup. Check out detailed videos here:** [https://rafiattrach.github.io/m3/](https://rafiattrach.github.io/m3/)\n\n## Quick Setup\n\n### Production (After PyPI release)\n```json\n{\n  \"mcpServers\": {\n    \"physionet-mcp\": {\n      \"command\": \"uvx\",\n      \"args\": [\"physionet-mcp\"],\n      \"env\": {\n        \"BIGQUERY_PROJECT_ID\": \"your-project-id\"\n      }\n    }\n  }\n}\n```\n\n### Local Development\n```json\n{\n  \"mcpServers\": {\n    \"physionet-mcp\": {\n      \"command\": \"/path/to/physionet-mcp/venv/bin/python\",\n      \"args\": [\"-m\", \"physionet_mcp.mcp_server\"],\n      \"cwd\": \"/path/to/physionet-mcp\",\n      \"env\": {\n        \"BIGQUERY_PROJECT_ID\": \"your-project-id\"\n      }\n    }\n  }\n}\n```\n\nReplace `your-project-id` with your Google Cloud project ID.\n\n## 4 Simple Tools\n\n1. **list_accessible_datasets** → See what you can access\n2. **get_database_schema** → Find tables in a dataset  \n3. **get_table_info** → Check structure & sample data\n4. **execute_query** → Run your analysis\n\n## Usage Examples\n\n- \"What PhysioNet datasets can I access?\"\n- \"Show me MIMIC-IV hospital tables\"\n- \"What's in the patients table?\"\n- \"How many patients are in MIMIC-IV?\"\n\n## Future Enhancements\n\nPotential improvements for enterprise use:\n\n- **Dataset filtering** - Restrict access to specific datasets for security\n- **Query optimization** - Add result caching and query cost tracking  \n- **Rate limiting** - Implement query throttling for shared environments\n- **Enhanced metadata** - Add column descriptions and data quality metrics\n\n## License\n\nMIT","publisher":null,"homepage":"https://github.com/rafiattrach/physionet-mcp","repository":"https://github.com/rafiattrach/physionet-mcp","version":"0.0.2","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:physionet-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"}],"categories":["data"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"physionet-mcp","registry":"pypi","observedAt":"2026-09-10T09:27:05.152Z","publishedAt":"2025-09-25T19:22:51.176164Z","latestVersion":"0.0.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"physionet-mcp","url":"https://pypi.org/project/physionet-mcp/","firstSeenAt":"2026-09-10T09:26:19.984Z","fetchedAt":"2026-09-10T09:26:19.984Z","normalizedAt":"2026-09-10T09:26:19.984Z"}]},"firstSeenAt":"2026-09-10T09:26:19.984Z","updatedAt":"2026-09-10T09:27:05.152Z"}