AOI — Environmental Intelligence for AI Agents
REMOTE · CARBONAA.ORG · SCANNED SEP 29
Environmental intelligence for AI agents — climate, carbon, methane. Quote-first, prepaid.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security63
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 46 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability82
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 4857 tokens (~95/item across 51 items; 46 tools + 5 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management17
- Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "execute_quote" implies "execute" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 47 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities20
- Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail
How do I install the AOI — Environmental Intelligence for AI Agents MCP server?
AOI — Environmental Intelligence for AI Agents is a hosted endpoint at https://carbonaa.org/functions/aoiMcpServer, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · carbonaa.org
claude mcp add --transport http aminshojaeee1986-ui-aoi 'https://carbonaa.org/functions/aoiMcpServer'
{
"mcpServers": {
"aminshojaeee1986-ui-aoi": {
"url": "https://carbonaa.org/functions/aoiMcpServer"
}
}
} {
"servers": {
"aminshojaeee1986-ui-aoi": {
"type": "http",
"url": "https://carbonaa.org/functions/aoiMcpServer"
}
}
} [mcp_servers.aminshojaeee1986-ui-aoi] url = "https://carbonaa.org/functions/aoiMcpServer"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"aminshojaeee1986-ui-aoi": {
"type": "remote",
"url": "https://carbonaa.org/functions/aoiMcpServer",
"enabled": true
}
}
} openclaw mcp add aminshojaeee1986-ui-aoi --url 'https://carbonaa.org/functions/aoiMcpServer' --transport streamable-http
mcp_servers:
aminshojaeee1986-ui-aoi:
url: "https://carbonaa.org/functions/aoiMcpServer" {
"McpServers": {
"aminshojaeee1986-ui-aoi": {
"Transport": "http",
"Url": "https://carbonaa.org/functions/aoiMcpServer"
}
}
} assistant mcp add aminshojaeee1986-ui-aoi -t streamable-http -u 'https://carbonaa.org/functions/aoiMcpServer'
{
"mcpServers": {
"aminshojaeee1986-ui-aoi": {
"type": "http",
"url": "https://carbonaa.org/functions/aoiMcpServer"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 29 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 26 Sept 26 0
- Stability: 0.03 → fail ▼ security
- A breaking change shipped without a version bump: still 1.0.2 ▼ security
- Tool “quote_flood_risk_score” was removed ▼ security
- Tool “quote_air_quality_assessment” rewrote its description, which is the text the model reads security
- Tool “quote_asset_climate_risk” rewrote its description, which is the text the model reads security
- Tool “quote_biodiversity_assessment” rewrote its description, which is the text the model reads security
- Tool “quote_carbon_assessment” rewrote its description, which is the text the model reads security
- Tool “quote_climate_forecast_interpretation” rewrote its description, which is the text the model reads security
- Tool “quote_climate_risk_assessment” rewrote its description, which is the text the model reads security
- Tool “quote_climate_scenario_simulation” rewrote its description, which is the text the model reads security
- Tool “quote_coastal_erosion_risk” rewrote its description, which is the text the model reads security
- Tool “quote_confidence_assessment” rewrote its description, which is the text the model reads security
- Tool “quote_crop_yield_forecast” rewrote its description, which is the text the model reads security
- Tool “quote_custom_scientific_report” rewrote its description, which is the text the model reads security
- Tool “quote_deforestation_risk_score” rewrote its description, which is the text the model reads security
- Tool “quote_digital_twin_evaluation” rewrote its description, which is the text the model reads security
- Tool “quote_drought_assessment” rewrote its description, which is the text the model reads security
- Tool “quote_energy_infrastructure_risk” rewrote its description, which is the text the model reads security
- Tool “quote_environmental_due_diligence” rewrote its description, which is the text the model reads security
- Tool “quote_esg_intelligence” rewrote its description, which is the text the model reads security
- Tool “quote_glacier_retreat_monitoring” rewrote its description, which is the text the model reads security
- Tool “quote_heat_risk_score” rewrote its description, which is the text the model reads security
- Tool “quote_industrial_emission_detection” rewrote its description, which is the text the model reads security
- Tool “quote_infrastructure_resilience_score” rewrote its description, which is the text the model reads security
- Tool “quote_insurance_underwriting_risk” rewrote its description, which is the text the model reads security
- Tool “quote_land_change_detection” rewrote its description, which is the text the model reads security
- Tool “quote_land_cover_classification” rewrote its description, which is the text the model reads security
- Tool “quote_methane_leak_detection” rewrote its description, which is the text the model reads security
- Tool “quote_permafrost_thaw_risk” rewrote its description, which is the text the model reads security
- Tool “quote_regulatory_compliance_risk” rewrote its description, which is the text the model reads security
- Tool “quote_satellite_change_detection” rewrote its description, which is the text the model reads security
- Tool “quote_scientific_evidence_package” rewrote its description, which is the text the model reads security
- Tool “quote_seismic_risk_score” rewrote its description, which is the text the model reads security
- Tool “quote_soil_moisture_risk” rewrote its description, which is the text the model reads security
- Tool “quote_supply_chain_climate_risk” rewrote its description, which is the text the model reads security
- Tool “quote_urban_heat_island” rewrote its description, which is the text the model reads security
- Tool “quote_vegetation_health_index” rewrote its description, which is the text the model reads security
- Tool “quote_water_scarcity_forecast” rewrote its description, which is the text the model reads security
- Tool “quote_water_stress_analysis” rewrote its description, which is the text the model reads security
- Tool “quote_wildfire_exposure” rewrote its description, which is the text the model reads security
- Schema quality: 77 → 95 ▼ functional
- New tool “quote_flood_risk_score” functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 24 Sept 26 64
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 29 Sept 2026 · Probed https://carbonaa.org/functions/aoiMcpServer
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=carbonaa.org | CN=WE1,O=Google Trust Services,C=US | 19 Aug 2026 | 17 Nov 2026 | ECDSA 256 | ECDSA-SHA256 | 664343ea21ec79260e4d67a21613c65e |
| SANs: carbonaa.org | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of carbonaa.org. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| org. | present | 26974 | 8 | Verified |
| carbonaa.org. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000 |
| referrer-policy | strict-origin-when-cross-origin |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://carbonaa.org/functions/aoiMcpServer | Verified | 200 | |
| http (plaintext) | http://carbonaa.org/functions/aoiMcpServer | HTTPS enforced | 301 | https://carbonaa.org/functions/aoiMcpServer |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
discover_capabilities ~91
List 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.
| Name | Type | Req | Description |
|---|---|---|---|
| domain | string | – | Optional filter by scientific domain (climate_risk, carbon_assessment, water_stress, heat_risk, land_change, asset_climate_risk, etc.) |
No output schema declared.
No examples provided.
execute_quote ~169
Execute 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.
| Name | Type | Req | Description |
|---|---|---|---|
| execution_idempotency_key | string | – | Optional idempotency key for execution. Same key returns the same result without duplicate execution. |
| input_data | object | yes | The same input_data that was quoted |
| quote_id | string | yes | The quote_id returned by request_quote |
No output schema declared.
No examples provided.
get_capability_details ~71
Get 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.
| Name | Type | Req | Description |
|---|---|---|---|
| capability_id | string | yes | The capability ID (e.g. climate_risk_assessment, carbon_assessment) |
No output schema declared.
No examples provided.
get_pricing_model ~54
Get 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.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_runtime_status ~27
Get current platform runtime status including active capabilities count and service health. No API key required.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_settlement ~50
Get settlement details for a transaction, including captured amount, settled amount, refunded amount, and settlement status. Requires an API key.
| Name | Type | Req | Description |
|---|---|---|---|
| transaction_id | string | yes | The transaction to look up settlement for |
No output schema declared.
No examples provided.
get_trust_governance ~40
Get AOI trust and governance framework including security model, data classification, audit trail, and zero-trust policy. No API key required.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_air_quality_assessment ~108
Air Quality Assessment — Domain: environmental_monitoring. Air quality index and pollutant analysis for urban areas When to use: call this when an agent needs to assess environmental monitoring 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_asset_climate_risk ~111
Asset Climate Risk Scoring — Domain: asset_climate_risk. Climate risk scoring for specific physical assets When to use: call this when an agent needs to assess asset climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_biodiversity_assessment ~104
Biodiversity Assessment — Domain: biodiversity. Biodiversity evaluation using multi-source ecological data When to use: call this when an agent needs to assess biodiversity 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_carbon_assessment ~102
Carbon Assessment — Domain: carbon_assessment. Carbon footprint and emissions assessment When to use: call this when an agent needs to assess carbon 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_climate_forecast_interpretation ~108
Climate Forecast Interpretation — Domain: climate_forecast. Interpret climate model forecasts into actionable intelligence 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_climate_risk_assessment ~110
Climate Risk Assessment — Domain: climate_risk. Comprehensive climate risk evaluation for a geographic area or asset When to use: call this when an agent needs to assess climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_climate_scenario_simulation ~109
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_coastal_erosion_risk ~109
Coastal Erosion Risk Assessment — Domain: climate_risk. Coastal erosion vulnerability using satellite imagery When to use: call this when an agent needs to assess climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_confidence_assessment ~106
Confidence Assessment Report — Domain: confidence_assessment. Assess and report confidence levels for scientific conclusions When to use: call this when an agent needs to assess confidence 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_crop_yield_forecast ~106
Crop Yield Forecast — Domain: vegetation_analysis. Satellite-derived crop yield forecast for agricultural regions When to use: call this when an agent needs to assess vegetation analysis 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_custom_scientific_report ~108
Custom Scientific Report — Domain: custom_research. Bespoke scientific research report for specific client requirements When to use: call this when an agent needs to assess custom research 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_deforestation_risk_score ~108
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_digital_twin_evaluation ~111
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_drought_assessment ~104
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_energy_infrastructure_risk ~110
Energy Infrastructure Climate Risk — Domain: asset_climate_risk. Climate risk assessment for energy infrastructure assets When to use: call this when an agent needs to assess asset climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_environmental_due_diligence ~116
Environmental Due Diligence — Domain: environmental_due_diligence. Comprehensive environmental due diligence for mergers, acquisitions, and investments 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_esg_intelligence ~106
ESG Intelligence Report — Domain: esg_intelligence. ESG intelligence synthesis for investment decisions When to use: call this when an agent needs to assess esg intelligence 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_flood_risk_score ~107
Flood Risk Score — Domain: flood_risk. Rapid flood risk score for a specific location When to use: call this when an agent needs to assess flood 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_glacier_retreat_monitoring ~108
Glacier Retreat Monitoring — Domain: satellite_monitoring. Continuous glacier retreat monitoring using satellite change detection When to use: call this when an agent needs to assess satellite monitoring 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_heat_risk_score ~104
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_industrial_emission_detection ~109
Industrial Emission Detection — Domain: satellite_monitoring. Detect unauthorized industrial emissions using thermal satellite data When to use: call this when an agent needs to assess satellite monitoring 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_infrastructure_resilience_score ~110
Infrastructure Resilience Score — Domain: asset_climate_risk. Infrastructure climate resilience scoring for critical assets When to use: call this when an agent needs to assess asset climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_insurance_underwriting_risk ~112
Insurance Underwriting Climate Risk — Domain: asset_climate_risk. Climate risk scoring for insurance underwriting decisions When to use: call this when an agent needs to assess asset climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_land_change_detection ~104
Land Change Detection — Domain: land_change. Detect changes in land use between time periods 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_land_cover_classification ~102
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_methane_leak_detection ~111
Methane Leak Detection — Domain: satellite_monitoring. Satellite-based methane leak detection for oil & gas facilities When to use: call this when an agent needs to assess satellite monitoring 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_permafrost_thaw_risk ~113
Permafrost Thaw Risk — Domain: climate_risk. Permafrost thaw risk evaluation for Arctic infrastructure When to use: call this when an agent needs to assess climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_regulatory_compliance_risk ~111
Regulatory Compliance Risk Assessment — Domain: environmental_due_diligence. Assess regulatory compliance risk for environmental regulations 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_satellite_change_detection ~106
Satellite Change Detection — Domain: satellite_monitoring. Continuous satellite-based change detection for monitored areas When to use: call this when an agent needs to assess satellite monitoring 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_scientific_evidence_package ~108
Scientific Evidence Package — Domain: evidence_generation. Generate a complete, explainable scientific evidence package When to use: call this when an agent needs to assess evidence generation 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_seismic_risk_score ~108
Seismic Risk Score — Domain: climate_risk. Seismic activity risk score for a location When to use: call this when an agent needs to assess climate 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_soil_moisture_risk ~113
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_supply_chain_climate_risk ~112
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_urban_heat_island ~108
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_vegetation_health_index ~107
Vegetation Health Index — Domain: vegetation_analysis. NDVI-based vegetation health and stress index When to use: call this when an agent needs to assess vegetation analysis 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_water_scarcity_forecast ~110
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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_water_stress_analysis ~105
Water Stress Analysis — Domain: water_stress. Water stress and scarcity analysis for regions 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
quote_wildfire_exposure ~110
Wildfire Exposure Assessment — Domain: wildfire_exposure. Wildfire exposure evaluation using satellite thermal and vegetation data When to use: call this when an agent needs to assess wildfire exposure 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).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
request_quote ~142
Request 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>).
| Name | Type | Req | Description |
|---|---|---|---|
| capability_id | string | yes | The capability ID to quote |
| idempotency_key | string | – | Optional idempotency key. Same key + same request returns the same quote. |
| input_data | object | yes | Capability-specific input parameters (e.g. {lat, lon}) |
No output schema declared.
No examples provided.
What is the AOI — Environmental Intelligence for AI Agents MCP server?
AOI — Environmental Intelligence for AI Agents is an MCP server listed in the public MCP registry as io.github.aminshojaeee1986-ui/aoi. Environmental intelligence for AI agents, climate, carbon, methane. Quote-first, prepaid. This page covers its hosted endpoint (https://carbonaa.org/functions/aoiMcpServer).
Is the AOI — Environmental Intelligence for AI Agents MCP server safe to use?
AOI — Environmental Intelligence for AI Agents scores 66 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the AOI — Environmental Intelligence for AI Agents MCP server expose?
AOI — Environmental Intelligence for AI Agents exposes 46 tools: discover_capabilities, get_capability_details, request_quote, execute_quote, get_pricing_model, and 41 more. Their descriptions and schemas cost roughly 4,758 tokens of context every time the server is loaded.
Does the AOI — Environmental Intelligence for AI Agents MCP server require authentication?
No. We connected to AOI — Environmental Intelligence for AI Agents without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the AOI — Environmental Intelligence for AI Agents MCP server still maintained?
AOI — Environmental Intelligence for AI Agents is still listed as active in the MCP registry. We last reached this channel on 29 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.