AOI provides environmental and climate intelligence from satellite, geospatial, and industrial data sources. Assess climate and flood risks, detect methane leaks and deforestation, forecast crop yields and water scarcity, evaluate carbon emissions and ESG risks, and retrieve evidence-backed reports with source provenance.
DeepSeek Harness (DSH) is DeepSeek's agent harness. Each MCP server is one plugin entry in your project config.
This guide connects AOI MCP to DeepSeek Harness through MewCP, so DeepSeek Harness can use AOI MCP's 8 tools, like discover_capabilities, get_capability_details and request_quote, without your AOI MCP credentials ever reaching the app.
Your AOI MCP API key is stored encrypted and injected only at call time. Your agent never holds it, so it can never leak it, log it or paste it into a prompt.
More apps
Full Google Search Console control for search analytics, sitemaps, sites, and URL inspection, directly from your AI workflows. This MCP server exposes the Google Search Console API for querying search traffic data, managing sitemaps and site properties, and inspecting the indexing status of any URL. It is built for SEO teams monitoring search performance, developers automating sitemap and property management, and analysts pulling search traffic data into reporting pipelines.
Manage courses, assignments, rosters and student activity within Google Classroom. Create learning workflows, track submissions and organize educational content across classrooms.
AI's impact on real-world sectors, as a structured record for agents: source-linked headlines placed in one of 18 sectors (healthcare, law, retail, government, defense and more), with outlet, country and time, since June 2026
MoSPI MCP Server provides AI agents access to official Indian government statistics from the Ministry of Statistics and Programme Implementation, covering 500+ indicators across employment, prices, industry, national accounts, health, education, trade, and more.
Other clients
AOI MCP works the same way in every client below. Pick yours for its own guide.
Free to start.
Scope access to the exact AOI MCP tools and accounts you allow, work and personal side by side. Anything outside that scope is refused at call time, even when the model asks for it.
Each call is logged: what ran, on which account, and whether it worked. Failures come back structured, so the agent knows whether to retry instead of guessing.
Every app sits behind one secure MCP URL, and there is no server for you to deploy or keep running. Add an integration in the dashboard and it is live on the next call, with no config to change and no new credentials to wire up. Tools load only when a task needs them, so your agent stays fast and focused however many apps you connect.
In your DSH project, or the patch file you mount plugins from.
One plugin instance is one MCP server. Add this to your plugin list.
Tools register as mcp__mewcp__<tool_name>. Sign in when the browser window opens.
Start a new chat and ask: "List the tools you can use from MewCP." You should see your connected apps.
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.
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.
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>).
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.
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.
Get AOI trust and governance framework including security model, data classification, audit trail, and zero-trust policy. No API key required.
Get current platform runtime status including active capabilities count and service health. No API key required.
Get settlement details for a transaction, including captured amount, settled amount, refunded amount, and settlement status. Requires an API key.
