Crystal Energy
Python API and MCP server for reading CIF files, expanding molecular crystal structures, enumerating molecule pairs, and calculating deterministic lattice-ener…
What it does
The specific capability behind this listing, and where to get it.
Crystal Energy
Python API and MCP server for reading CIF files, expanding molecular crystal structures, enumerating molecule pairs, and calculating deterministic lattice-ener…
Agentery has not yet captured structured capability detail for this provider.
Official Crystal Energy links
Source repository available · no commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
Is Crystal Energy good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
Source repository available · no commercial pricing observed.
A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.
Check capability before deciding
Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.
Crystal Energy's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "crystal_energy",
"name": "Crystal Energy",
"url": "https://github.com/saigyujikingyo-png/crystal-energy",
"logo": "https://github.com/saigyujikingyo-png.png?size=200",
"niche": null,
"category": null,
"short_summary": "Python API and MCP server for reading CIF files, expanding molecular crystal structures, enumerating molecule pairs, and calculating deterministic lattice-ener…",
"task_performed": "unclear",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [],
"protocols_or_interfaces": [],
"industry_fit": [],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown for Crystal Energy in the available homepage content.",
"confidence": "medium",
"source_url": "https://github.com/saigyujikingyo-png/crystal-energy",
"checked_at": "2026-10-02T02:41:42.919Z",
"source_kind": "vendor",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "mcp_server",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://github.com/saigyujikingyo-png/crystal-energy"
],
"last_checked": null,
"how_to_connect": {
"website": "https://github.com/saigyujikingyo-png/crystal-energy",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": [],
"install": null,
"repository": "https://github.com/saigyujikingyo-png/crystal-energy"
},
"deployment": {
"model": "self_hosted",
"both_offered": false,
"hosted_endpoint": null,
"install": null,
"note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
"evidence": {
"sources": [
"glama:hosting:local-only",
"glama:spdxLicense"
],
"excerpt": null,
"url": null,
"observed_day": null,
"age_days": null,
"hosted_evidence": null,
"rule": "deploy-v1"
}
},
"licence": {
"name": "MIT License",
"note": "Named licence as published; applies to the code, not to where it runs.",
"evidence": "glama:spdxLicense",
"observed_day": null,
"age_days": null
},
"evidence_checks": {
"price": {
"status": "unknown",
"note": "no observed price page text held for this listing"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 431,
"uptime_7d": null,
"checked_at": "2026-10-02T02:33:53.179Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}