all tools / science
As of the latest check, Glimind tracks 4 science AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.
| tool | status | what it does | |
|---|---|---|---|
| glama/stepfunctionllc/mcp-server-cantera/get_mixture_properties | unknown | Get comprehensive thermodynamic and transport properties of a lab bench mixture. | alternatives |
| glama/stepfunctionllc/mcp-server-cantera/get_species_properties | unknown | Get detailed thermodynamic properties for a specific species from a mechanism file. | alternatives |
| glama/stepfunctionllc/mcp-server-cantera/get_species_thermo | unknown | Calculate thermodynamic properties for a specific species with automatic database fallback. | alternatives |
| glama/stepfunctionllc/mcp-server-cantera/check_species_availability | unknown | Check which database contains specific species. | alternatives |
As of the latest check, Glimind tracks 4 science AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.
Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.
Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.
Live data via MCP/REST. Neutral ratings — Glimind only measures.