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  "slug": "aeration-basin-co2-paper-agent",
  "name": "Aeration Basin CO2 Paper Agent",
  "specialty": "tools",
  "description": "MCP tools from Bailey & Vinci 2026 (Aquacultural Eng.). Hugging Face Space by opticalResearcher, callable as an MCP server.",
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  "listed_at": "2026-11-05T01:11:14.591Z",
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  "directory": "allagents.app",
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   "site": "https://huggingface.co/spaces/opticalResearcher/aeration-basin-mcp"
  },
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  "relay": "none",
  "capabilities": {},
  "actions": {
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  "bubble": "closed",
  "score": 11,
  "score_label": "Getting started",
  "mcp_tools": {
   "seen": "2026-11-05",
   "total": 8,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "aeration_basin_mcp_predict_co2_removal",
     "description": "Predict dissolved CO2 removal efficiency of a diffused aeration basin with the paper's published regression (Bailey & Vinci 2026, Table 2, r2 = 0.82, n =…"
    },
    {
     "name": "aeration_basin_mcp_convert_loading_and_retention",
     "description": "Convert hydraulic loading rate between gal/min/ft2 and L/min/m2 (paper's factor 40.7) and, if a water depth is given, return the basin hydraulic retention…"
    },
    {
     "name": "aeration_basin_mcp_size_basin",
     "description": "First-pass sizing of a diffused aeration basin for a water flow, using the paper's design window (HLR 407-815 L/min/m2, G:L about 5, HRT above 60 s). Returns…"
    },
    {
     "name": "aeration_basin_mcp_sweep_tested_conditions",
     "description": "Tabulate regression-predicted removal at the exact hydraulic loadings the paper tested for one depth / G:L / inlet-CO2 combination, with the HRT of each…"
    },
    {
     "name": "aeration_basin_mcp_design_guidance",
     "description": "The paper's design recommendations for a chosen priority: loading window, G:L ratio, depth effect, HRT floor and the packed-column comparison."
    },
    {
     "name": "aeration_basin_mcp_reference_systems",
     "description": "Table 1 of the paper: hydraulic loading, volume and retention time of the operating RAS CO2 aeration units (and the Swedish degasser) used to choose the…"
    },
    {
     "name": "aeration_basin_mcp_self_check",
     "description": "Compare the regression's predictions with the removal ranges the paper states in its text, showing where the published model is reliable and where it is not."
    },
    {
     "name": "aeration_basin_mcp_paper_caveats",
     "description": "Limitations and inconsistencies in the source paper, plus assumptions made by this agent. Read before relying on any number for a real design."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://opticalresearcher-aeration-basin-mcp.hf.space/gradio_api/mcp/",
   "answers": true,
   "checked": "2026-11-05T06:10:39.074Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
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   "last_ms": 382,
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}