{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4srcv4wqf6rx","handle":"pythermocalcdb-nasa-mcp","url":"https://wellknown.network/agents/pythermocalcdb-nasa-mcp","links":{"self":"https://wellknown.network/agents/pythermocalcdb-nasa-mcp/record.json","html":"https://wellknown.network/agents/pythermocalcdb-nasa-mcp","markdown":"https://wellknown.network/agents/pythermocalcdb-nasa-mcp/record.md","api":"https://wellknown.network/api/v1/agents/pythermocalcdb-nasa-mcp","status":"https://wellknown.network/api/v1/agents/pythermocalcdb-nasa-mcp/status","claim":"https://wellknown.network/agents/pythermocalcdb-nasa-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/pythermocalcdb-nasa-mcp/claim.json","badge":"https://wellknown.network/agents/pythermocalcdb-nasa-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:pythermocalcdb-nasa-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"pythermocalcdb-nasa-mcp","summary":"MCP server and orchestration layer for pythermocalcdb-nasa thermodynamic calculations.","description":"# 🧪 PyThermoCalcDB-NASA-MCP \n \n[![PyPI Downloads](https://static.pepy.tech/badge/pythermocalcdb-nasa-mcp/month)](https://pepy.tech/projects/pythermocalcdb-nasa-mcp) \n![PyPI](https://img.shields.io/pypi/v/pythermocalcdb-nasa-mcp) \n![Python Version](https://img.shields.io/pypi/pyversions/pythermocalcdb-nasa-mcp.svg) \n![License](https://img.shields.io/pypi/l/pythermocalcdb-nasa-mcp) \n[![MCP](https://img.shields.io/badge/Model_Context_Protocol-Compatible-orange)](https://modelcontextprotocol.io) \n \nPyThermoCalcDB-NASA-MCP is a Model Context Protocol server for running selected \n`pythermocalcdb-nasa` thermodynamic calculations from agents and MCP-compatible \nclients. \n \n## 🌐 Overview \n \nThe MCP package is an interface and orchestration layer. It validates structured \nrequests, builds a `ModelSource`, calls deterministic `pythermocalcdb-nasa` \nfunctions, and returns JSON-safe results. It does not implement the scientific \ncalculation itself. \n \nThe default source workflow uses the embedded NASA-9 SQLite database included by \n`pythermocalcdb-nasa`. If a component is unavailable locally, the MCP server \nreturns a structured failure. External data search is not this MCP server's \nresponsibility; another agent or caller should prepare complete pyThermoDB \n`REFERENCE` content and call the tool with `source: \"reference\"`. \n \nUse this package to: \n \n- Calculate `H_T`, `S_T`, `G_T`, and `Cp_T` for one component. \n- Calculate `dH_rxn_STD`, `dS_rxn_STD`, `dG_rxn_STD`, `Keq`, and `Keq_vh_shortcut` for reactions. \n- Validate externally prepared pyThermoDB YAML reference content. \n \n## 📦 Installation \n \n```bash \npip install pythermocalcdb-nasa-mcp \n``` \n \nFor local development: \n \n```bash \nuv sync \n``` \n \n## ▶️ Running \n \nSTDIO is the default transport: \n \n```bash \npythermocalcdb-nasa-mcp --mode stdio \n``` \n \nHTTP transport is also supported: \n \n```bash \npythermocalcdb-nasa-mcp --mode http --host 127.0.0.1 --port 8000 --path /mcp \n``` \n \nFrom a local checkout: \n \n```bash \nuv run p…","publisher":null,"homepage":"https://github.com/sinagilassi/PyThermoCalcDB-NASA-MCP","repository":"https://github.com/sinagilassi/PyThermoCalcDB-NASA-MCP","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:pythermocalcdb-nasa-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":0.802,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","dev"],"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":"pythermocalcdb-nasa-mcp","registry":"pypi","observedAt":"2026-09-10T10:25:52.522Z","publishedAt":"2026-08-18T21:59:21.928724Z","latestVersion":"0.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"pythermocalcdb-nasa-mcp","url":"https://pypi.org/project/pythermocalcdb-nasa-mcp/","firstSeenAt":"2026-09-10T10:24:46.657Z","fetchedAt":"2026-09-10T10:24:46.657Z","normalizedAt":"2026-09-10T10:24:46.657Z"}]},"firstSeenAt":"2026-09-10T10:24:46.657Z","updatedAt":"2026-09-10T10:25:52.522Z"}