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AOI — Environmental Intelligence for AI Agents

R0· no sign-in

Environmental intelligence for AI agents — climate, carbon, methane. Quote-first, prepaid.

v1.0.3 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality63needs work
Trust97of 100
Uptime, 30 days99%
Latency p50978 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "aoi": {
      "type": "http",
      "url": "https://carbonaa.org/functions/aoiMcpServer"
    }
  }
}
claude mcp add --transport http aoi https://carbonaa.org/functions/aoiMcpServer
[mcp_servers.aoi]
url = "https://carbonaa.org/functions/aoiMcpServer"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "aoi": {
      "type": "remote",
      "url": "https://carbonaa.org/functions/aoiMcpServer",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "aoi": {
      "type": "http",
      "url": "https://carbonaa.org/functions/aoiMcpServer"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=aoi&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vY2FyYm9uYWEub3JnL2Z1bmN0aW9ucy9hb2lNY3BTZXJ2ZXIifQ%3D%3D"
}
{
  "servers": {
    "aoi": {
      "type": "http",
      "url": "https://carbonaa.org/functions/aoiMcpServer"
    }
  }
}
{
  "mcpServers": {
    "aoi": {
      "httpUrl": "https://carbonaa.org/functions/aoiMcpServer"
    }
  }
}
extensions:
  "aoi":
    enabled: true
    name: "aoi"
    type: streamable_http
    uri: "https://carbonaa.org/functions/aoiMcpServer"
    timeout: 300

Quality 63 / 100needs work

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2024-11-05; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_trust_governance (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); request_quote (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_runtime_status (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 886 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability25 · weight 15
  • warn
    stability.changes123 tool changes in 30 days
  • fail
    stability.rug_pull2 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 886 tokens to load them all · tool set 757fbd6eef1f · tools last changed 2026-10-14 · checked 2026-10-20 11:40 UTC

Tool changes

  • quote_heat_risk_scoreremoved

    Heat Risk Score — Domain: heat_risk. Heat vulnerability analysis for urban areas When to use: call this when an agent needs to assess heat risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_land_cover_classificationremoved

    Land Cover Classification — Domain: land_cover. Satellite-based land cover classification When to use: call this when an agent needs to assess land cover for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_soil_moisture_riskremoved

    Soil Moisture Risk Assessment — Domain: soil_moisture. Soil moisture drought and agricultural risk evaluation When to use: call this when an agent needs to assess soil moisture for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_drought_assessmentremoved

    Drought Assessment — Domain: drought_assessment. Drought severity and duration assessment When to use: call this when an agent needs to assess drought assessment for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_climate_scenario_simulationremoved

    Climate Scenario Simulation — Domain: climate_forecast. Multi-scenario climate simulation with cascading impact analysis When to use: call this when an agent needs to assess climate forecast for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_deforestation_risk_scoreremoved

    Deforestation Risk Score — Domain: land_change. Rapid deforestation risk score for a region When to use: call this when an agent needs to assess land change for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_urban_heat_islandremoved

    Urban Heat Island Assessment — Domain: heat_risk. Urban heat island effect intensity and exposure mapping When to use: call this when an agent needs to assess heat risk for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_water_scarcity_forecastremoved

    Water Scarcity Forecast — Domain: water_stress. 12-month water scarcity forecast using climate models When to use: call this when an agent needs to assess water stress for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_supply_chain_climate_riskremoved

    Supply Chain Climate Risk — Domain: environmental_due_diligence. Climate risk assessment across a supply chain network When to use: call this when an agent needs to assess environmental due diligence for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

  • quote_digital_twin_evaluationremoved

    Digital Twin Evaluation — Domain: digital_twin. Evaluate and score a digital twin model for accuracy and completeness When to use: call this when an agent needs to assess digital twin for a specific location, facility, or asset. Returns a binding USD price and quote_id (valid 15 min); no execution yet, no credits consumed. Call execute_quote with the quote_id to run it — execution consumes prepaid credits. Requires an API key (X-API-Key or Authorization: Bearer).

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-99% +updated-24d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://carbonaa.org/functions/aoiMcpServer streamable-httpnoneyes99%978 ms2024-11-052026-10-20

Tools (8)

discover_capabilitiesList all available environmental intelligence capabilities. Returns capability IDs, names, descriptions, and domains. Use this first to see what AOI can do. Each capability requires a quote before execution. No API key required.
execute_quoteExecute a capability using an accepted quote. The quote must belong to the agent, be unexpired, and the input_data must match the quoted request. The quoted USD price is deducted from your prepaid balance on success and released on failure. Returns structured intelligence with provenance. If balance is insufficient, returns INSUFFICIENT_CREDIT (top up at https://carbonaa.org/aoi/console). Requires an API key. THIS IS THE ONLY OPERATION THAT CONSUMES PREPAID CREDITS.
get_capability_detailsGet full details for a specific capability including required inputs, expected outputs, confidence level, and domain. No API key required. Returns CAPABILITY_NOT_FOUND if the id does not exist.
get_pricing_modelGet the AOI commercial model description. AOI uses a quote-first dynamic pricing model — agents request quotes and receive a final commercial price before execution. Quotes are free; execution requires prepaid balance. No API key required.
get_runtime_statusGet current platform runtime status including active capabilities count and service health. No API key required.
get_settlementGet settlement details for a transaction, including captured amount, settled amount, refunded amount, and settlement status. Requires an API key.
get_trust_governanceGet AOI trust and governance framework including security model, data classification, audit trail, and zero-trust policy. No API key required.
request_quoteRequest a FREE commercial quote for a capability execution. AOI dynamically evaluates the price based on the requested service. Returns quote_id, final USD price, currency, and validity (15 min). No execution happens and NO credits are consumed — review the price first, then call execute_quote. Requires an API key (X-API-Key header or Authorization: Bearer <key>).

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.aminshojaeee1986-ui/aoi",
  "title": "AOI — Environmental Intelligence for AI Agents",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://carbonaa.org/functions/aoiMcpServer",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.3",
  "repository": {
    "url": "https://github.com/aminshojaeee1986-ui/AOI",
    "source": "github"
  },
  "websiteUrl": "https://carbonaa.org/aoi",
  "description": "Environmental intelligence for AI agents — climate, carbon, methane. Quote-first, prepaid."
}