Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer
AOI — Environmental Intelligence for AI Agents
Overview
Description from the maker (original English)
Environmental intelligence for AI agents — climate, carbon, methane. Quote-first, prepaid.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiVery new★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://carbonaa.org/functions/aoiMcpServerRun this in your terminal
claude mcp add --transport http aoi https://carbonaa.org/functions/aoiMcpServerOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"aoi": {
"url": "https://carbonaa.org/functions/aoiMcpServer"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"aoi": {
"type": "http",
"url": "https://carbonaa.org/functions/aoiMcpServer"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://carbonaa.org/functions/aoiMcpServerMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account aminshojaeee1986-ui, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 18606 servers in this category
- Published to the registry more recently than 52% of the other 18606 servers in this category
- Basic checks equal to or better than 100% of the other 18606 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is AOI — Environmental Intelligence for AI Agents safe?
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.0.3) reached the registry 43 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, VMware Storage
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Remote Desktop Commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud✓ desktopcommander.app
VMware Storage
VMware vSphere storage with 16 MCP tools: datastores, iSCSI, vSAN, FC multipath.
Runs on your computer
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
AOI — Agent-to-Agent Environmental Intelligence Gateway
AOI is a commercial intelligence layer that gives AI agents programmatic access to real-world climate, environmental, energy, and infrastructure intelligence through the Model Context Protocol (MCP). Instead of wrapping a model, AOI routes agents to live satellite, geospatial, climate, and industrial data sources — with a quote-first commercial lifecycle so agents always know the price before they spend.
Connect to AOI
Add this to your MCP client config (Claude, ChatGPT, Cursor, Windsurf, LangChain, CrewAI, AutoGen, etc.):
'''json { "mcpServers": { "aoi-environmental-intelligence": { "type": "http", "url": "https://carbonaa.org/functions/aoiMcpServer" } } } '''
- Endpoint: https://carbonaa.org/functions/aoiMcpServer
- Protocol: MCP (JSON-RPC 2.0 over HTTP, version 2024-11-05)
- Authentication: API Key / Bearer Token (get one at carbonaa.org/aoi)
- Docs: carbonaa.org/aoi/docs
How agents interact with AOI
''' Discover → Authenticate → Select Capability → Request Quote → Authorize Spend → Execute → Receive Intelligence → Verify Provenance → Settle '''
Agents never touch underlying providers, internal infrastructure, cost models, or proprietary systems. They interact through controlled capabilities and receive only information authorized for external consumption — every result carries source provenance and execution metadata. Quotes are free; execution requires prepaid balance.
38 intelligence capabilities, in a nutshell
🌐 Climate Risk — Climate Risk Assessment · Coastal Erosion Risk · Permafrost Thaw Risk · Seismic Risk Score
🏭 Asset & Infrastructure — Asset Climate Risk Scoring · Energy Infrastructure Climate Risk · Infrastructure Resilience Score · Insurance Underwriting Climate Risk
🌊 Flood · Heat · Wildfire · Drought — Flood Risk Score · Heat Risk Score · Wildfire Exposure Assessment · Drought Assessment
💧 Water & Soil — Water Scarcity Forecast · Water Stress Analysis · Soil Moisture Risk Assessment
🌱 Vegetation & Land — Crop Yield Forecast · Vegetation Health Index · Land Cover Classification · Land Change Detection · Deforestation Risk Score · Biodiversity Assessment
🛰️ Satellite Monitoring — Methane Leak Detection · Industrial Emission Detection · Glacier Retreat Monitoring · Satellite Change Detection
🌫️ Environmental Monitoring — Air Quality Assessment · Urban Heat Island Assessment
📄 Carbon · ESG · Regulatory — Carbon Assessment · ESG Intelligence Report · Regulatory Compliance Risk · Environmental Due Diligence · Supply Chain Climate Risk
🔮 Forecast & Scenario — Climate Forecast Interpretation · Climate Scenario Simulation
🔬 Evidence & Confidence — Confidence Assessment Report · Scientific Evidence Package · Custom Scientific Report
🧠 Digital Twin — Digital Twin Evaluation
Designed for
Autonomous agents, research agents, financial & investment agents, energy & commodity agents, climate-risk systems, procurement agents, and compliance workflows that need reliable real-world intelligence rather than purely model-generated information.
Note
This repository is a public documentation hub for the AOI MCP server. The intelligence engines and internal services run on Carbonaa infrastructure and are not open-sourced. AOI is not an MCP wrapper — it is a commercial intelligence layer where agents discover, purchase, and consume specialized real-world intelligence programmatically, with every capability validated for authentication, authorization, pricing, execution, provenance, payment, settlement, and security.
Links
- Website: https://carbonaa.org/aoi
- Docs: https://carbonaa.org/aoi/docs
- MCP endpoint: https://carbonaa.org/functions/aoiMcpServer
License
MIT