# Explore a technology market
Source: https://docs.sovrnti.io/mcp/how-to/explore-a-technology-market
From a vague 'what's available?' to a structured Snapshot you can paste into a slide — in three turns.
You'll get: a Sovrnti Snapshot for one technology market, with three products called out — the Control leader, the Innovation leader, and the best balance.
## Before you start
* Sovrnti MCP connected — see [the quickstart](/mcp/quickstart).
## Step 1 - discover what's covered
Ask:
```text theme={null}
Show me the technology markets Sovrnti covers.
Pick the most interesting one for a French manufacturing buyer right now and explain why.
```
The model calls [`sovrnti_markets_list`](/mcp/tools/sovrnti_markets_list), sees every `market` covered, and picks one.
## Step 2 — pull the Snapshot
```text theme={null}
Now pull the Sovrnti Snapshot for that market.
Tell me who leads on Control or Innovation, and products with the best balance of all three axes.
```
The model calls [`sovrnti_market_get_snapshot`](/mcp/tools/sovrnti_market_get_snapshot) and answers in plain English. In AI clients that support MCP Apps (Claude.ai, ChatGPT...), the chart renders inline; in other clients, you get a textual breakdown of the same data.
## Step 3 — produce something you can use
```text theme={null}
Turn that into three bullets I can paste into a slide for my CIO and CTO.
```
The model collapses the Snapshot into executive-ready language. Paste, edit, send.
## Going deeper
Repeat the workflow for an adjacent market or geography to triangulate the recommendation.
## See also
* [`sovrnti_markets_list`](/mcp/tools/sovrnti_markets_list).
* [`sovrnti_market_get_snapshot`](/mcp/tools/sovrnti_market_get_snapshot).
# Quickstart
Source: https://docs.sovrnti.io/mcp/quickstart
Add Sovrnti to Claude.ai, Claude Code, ChatGPT, Mistral Vibe... and start having sovereignty insights.
Sign up for a free account [`Sovrnti sign-up`](https://app.sovrnti.io/sign-up)
1. Open **Customize** → **Connectors** → **Add custom connector**.
2. Choose the name (eg. `Sovrnti`)
3. Enter the MCP server URL: `https://graph.sovrnti.io/mcp`.
4. Click **Add** and approve the sign-in prompt.
```text theme={null}
claude mcp add --transport http sovrnti https://graph.sovrnti.io/mcp
```
1. Open **Apps** → **Settings** → **Create an app**.
2. Choose the name (eg. `Sovrnti`)
3. Enter the Server URL: `https://graph.sovrnti.io/mcp`.
4. Complete sign-in to Sovrnti.
1. In Chat or Work, open **Connectors** → **Add connector** → **Custom MCP connector (tab)**.
2. Enter `https://graph.sovrnti.io/mcp` as the connector server.
3. Create the connector.
4. Approve the connection with your account.
Using a different MCP client ? Just enter `https://graph.sovrnti.io/mcp` as the connector URL. Any client that supports MCP works !
Once connected, ask in plain English:
```text theme={null}
What technology markets does Sovrnti cover?
```
To go straight to a Snapshot:
```text theme={null}
Show me the snapshot for the collaboration market.
```
Your AI handles calling the tools — you just ask.
For the full list of what's available, see [Capabilities](/mcp/tools/introduction).
# List of capabilities
Source: https://docs.sovrnti.io/mcp/tools/introduction
What Sovrnti can do inside your AI.
Once connected, Sovrnti gives your AI coworker two capabilities. Your assistant calls them on your behalf — you just ask in plain English.
| Capability | What it does |
| ------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [List markets](/mcp/tools/sovrnti_markets_list) | Shows every technology market Sovrnti covers. |
| [Get Snapshot](/mcp/tools/sovrnti_market_get_snapshot) | Returns the Sovrnti Snapshot for a market: every product scored on Innovation, Control, and Scale. Includes an interactive chart in AI tools that support MCP Apps. |
## See also
* [Quickstart](/mcp/quickstart) — connect your client.
* [How-to guides](/mcp/how-to/explore-a-technology-market) — step-by-step examples.
# Get snapshot
Source: https://docs.sovrnti.io/mcp/tools/sovrnti_market_get_snapshot
Pull the Sovrnti Snapshot for a technology market.
Returns the Sovrnti Snapshot for one technology market: every product scored on Innovation, Control, and Scale. In Claude.ai and supported clients, you also get an interactive chart.
## What you get
The full scoring for every product in the market, plus the methodology Sovrnti used:
```json theme={null}
{
"market": {
"marketId": "coworkers",
"name": "Co-workers",
"lastUpdated": "2026-05-26T07:00:00.000Z"
},
"products": [
{
"productId": "mistral-vibe",
"name": "Mistral Vibe",
"innovationScore": x,
"controlScore": y,
"scaleScore": z
},
...
],
"methodology": "Innovation scored across model capability benchmarks, multimodal support, and API feature depth. Scale scored across SLA tiers and customer footprint. Control scored across legal, infrastructure, data and resiliency capabilities."
}
```
## How to use it
Ask your assistant:
```text theme={null}
Show me the Sovereignty Snapshot for AI co-workers.
```
Or more specifically:
```text theme={null}
Which products in the AI co-workers market are in the "Frontier" band?
```
Your assistant calls [List markets](/mcp/tools/sovrnti_markets_list) first if needed to confirm the market, then pulls the Snapshot.
## Troubleshooting
* **`market-not-found`** — the market name is well-formed but doesn't exist. Ask your assistant to list markets first.
* **`insufficient-credits`** — wallet empty. Top up in your organization's billing page.
## See also
* [List markets](/mcp/tools/sovrnti_markets_list) — find the right market first.
* [Explore a technology market](/mcp/how-to/explore-a-technology-market) — a full worked example.
# List markets
Source: https://docs.sovrnti.io/mcp/tools/sovrnti_markets_list
See every technology market Sovrnti covers.
## What you get
A list of markets with names and descriptions:
```json theme={null}
{
"data": [
{
"marketId": "collaboration",
"name": "Collaboration & Productivity",
"description": "AI assistants embedded in human workflows.",
"product_count": 10,
"last_updated": "2026-06-10T12:00:00.000Z"
}
]
}
```
The `marketId` value is what is referenced when asking for a Snapshot in a specific market.
## How to use it
Ask your assistant:
```text theme={null}
What technology markets does Sovrnti cover?
```
The assistant calls this tool automatically and summarizes the results.
## Troubleshooting
* `insufficient-credits` — your org's credit wallet is empty. Top up in your organization's billing page.
* `insufficient-scope` — revoke the connection and reconnect; the authorization flow will re-request the missing scope.
## See also
* [Get Snapshot](/mcp/tools/sovrnti_market_get_snapshot) — the next step once you have a market.
* [Explore a technology market](/mcp/how-to/explore-a-technology-market) — a worked example.
# Launched
Source: https://docs.sovrnti.io/resources/changelog/launched
All things that launched.
* MCP tools `sovrnti_geographies_list`, `sovrnti_markets_list` and `sovrnti_market_get_snapshot`.
# Sovereign technology benchmarking
Source: https://docs.sovrnti.io/welcome
Sovereignty intelligence layer where you think, build and decide.
Your next sovereignty evaluation answered by connecting your AI with Sovrnti MCP.
Sherpa, an AI sovereignty chief of staff. Opinionated, always on.
Early access
![Home Mcp]()
![Home Agent]()
## What's new
* **Sovrnti MCP** is live at [https://graph.sovrnti.io/mcp](https://graph.sovrnti.io/mcp)
See the [changelog](/resources/changelog/launched) for the full history.