mcp · Global

FloatChat---AI-Powered-Conversational-Interface-for-ARGO-Ocean-Data-Discovery-and-Visualization

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What's in it

Data offered docs-verified: temperature profiles by depth · salinity profiles · BGC parameters · ARGO float locations and observations
Coverage llm-inferred: Global ocean (ARGO float network)
Formats docs-verified: NetCDF (.nc) input · PostgreSQL tables
Access docs-verified: Requires an OpenAI API key (OPENAI_API_KEY) and a PostgreSQL database; open-source repository, licence not stated

Useful for

Use cases llm-inferred: Marine or coastal baseline context for water quality or estuary studies (global data, not UK-specific) · Temperature and salinity depth-profile exploration for marine environmental assessments · Scoping natural-language queries against ARGO float archives for research prototyping
Audience llm-inferred: oceanographers · marine scientists · environmental consultants · GIS analysts

Limitations

Constraints docs-verified: Proof-of-concept (PoC) status · Basic SQL generation with no strict validation · No authentication layer · Limited dataset optimisation · No PostGIS support yet · MCP protocol not fully integrated · Requires OpenAI API key and local PostgreSQL setup

Licence: Unknown — check provider terms
Authentication: API key via env: OPENAI_API_KEY (auto-extracted from README)
GitHub stars: 1
Last commit: 13/10/2026
Last successful page check: 14/10/2026
Page health: healthy
Package: Not recorded
Verification: Not independently verified

Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.

Provenance & evidence

Daily discovery 2026-10-15: GitHub search; verified via GitHub API. Tools/install/auth auto-extracted from README.

Metadata observed 14/10/2026 · daily-2026-10-15 (github-search)