Supabase
by supabase
Supabase’s official server lets AI create tables, query data and review project settings in your Supabase database.
Computer or cloud★ 2,993Apache-2.0Updated today
Install
DABYTE AI Visibility Index
Overview
Description from the maker (original English)
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
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 checksi0 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
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: Databases & datasets
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 0 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://dabyte.ai/mcpRun this in your terminal
claude mcp add --transport http visibility-index https://dabyte.ai/mcpOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"visibility-index": {
"url": "https://dabyte.ai/mcp"
}
}
}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": {
"visibility-index": {
"type": "http",
"url": "https://dabyte.ai/mcp"
}
}
}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://dabyte.ai/mcpMenu 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 7, 2026
- ! Caution
Maker matches the repo
The publisher (dabyte.ai) is not the repo owner (creanlab); someone else may have listed it
- … 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 Databases & datasetsi
- More stars than 0% of the other 954 servers in this category
- Published to the registry more recently than 23% of the other 954 servers in this category
- Basic checks equal to or better than 39% of the other 954 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 DABYTE AI Visibility Index safe?
It passed 0 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 (1.0.1) reached the registry 3 months 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: Supabase, MongoDB MCP Server, Elasticsearch MCP Server
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MongoDB MCP Server
by mongodb-js
MongoDB Model Context Protocol Server
Runs on your computer★ 1,157Apache-2.0Updated 2 days ago
Install
Elasticsearch MCP Server
by cr7258
MCP server for interacting with Elasticsearch
Runs on your computer★ 315Apache-2.0Updated 14 months ago
Install
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.
AI Visibility Index — open weekly data (dabyte.ai · dablock.ai)
Weekly measurements of which brands AI assistants actually name when a buyer asks a category question — published as open data by VECTORY on two data desks:
| Site | Niche | Brands | Live data |
|---|---|---|---|
| [dabyte.ai](https://dabyte.ai/) | SaaS & AI tools | 20 | aiv.json · history · CSV |
| [dablock.ai](https://dablock.ai/) | Crypto & Web3 | 24 | aiv.json · history · CSV |
This repository is a mirror for discovery and reproducibility. The canonical, always-current data lives on the domains above — no key, no sign-up, machine-first (JSON, CSV, markdown mirrors, llms.txt, MCP tools at /.well-known/mcp.json).
What is measured
Share of answer: the percentage of a fixed panel of category buyer prompts (16 per niche, frozen and versioned) in which an answer engine names the brand. Engines measured: ChatGPT (OpenAI), Perplexity, Google Gemini — each prompt run per engine, per release, weekly.
Example, measured 2026-08-04 (panel v2, first 3-engine release):
- dabyte.ai — Slack 33.3% · Notion 29.2% · HubSpot 22.9%
- dablock.ai — Coinbase 41.5% · Binance 26.9% · Kraken 25.0%
Rules that make the numbers citable:
- The panel is frozen between releases and any change bumps a panel version; deltas are never computed across panel versions (methodology).
- Every past measurement is archived verbatim at a permanent URL (dabyte archive, dablock archive), so any published delta can be recomputed by a third party.
- Placement cannot be bought. No brand can pay to enter, move inside, or leave the index; every machine record carries an
is_clientflag so the claim is verifiable rather than rhetorical. - Measurement resolution is disclosed (one mention on one engine = one scale step); movements within one step are never reported as changes.
Files
data/dabyte/ aiv.json · aiv.csv · history.json · rankings.json dablock/ aiv.json · aiv.csv · history.json · rankings.json scripts/ fetch_latest.py — refresh this mirror from the live endpoints
aiv.json — current measurement: per-brand share of answer overall and per engine, rank, commercial-intent score, quadrant, panel version. history.json — full per-brand time series across all published measurements. rankings.json — derived rankings (most visible, invisible-despite-demand, movers).
Citation
DABYTE AI Visibility Index — SaaS & AI Tools, 2026-08-04. dabyte.ai
DABLOCK AI Visibility Index — Crypto & Web3, 2026-08-04. dablock.ai
Two licences, because this repository holds two different things. The datasets under `data/` are CC BY 4.0 (data/LICENSE) — free for any use, including commercial, with attribution. The code (scripts/, mcp-server/) is MIT (LICENSE).
MCP server
The index is also an MCP server, so an assistant can query it directly. Hosted endpoints need no installation:
https://dabyte.ai/mcp SaaS & AI toolshttps://dablock.ai/mcp Crypto & Web3
To run your own — no dataset required, it reads the published JSON over HTTPS:
docker build -t aiv-mcp . && docker run -p 8090:8090 aiv-mcpTool reference and client setup: mcp-server/README.md.
Disambiguation
dabyte.ai is not affiliated with databyte.tech, DataByte, or any similarly named company. dablock.ai is not affiliated with dablock.com. Both are data desks published by VECTORY; the AI Visibility Index lives only at https://dabyte.ai/ and https://dablock.ai/.
Contributing data
Companies can contribute their own primary datasets (observed pricing, discount bands, usage telemetry, benchmark results) for free open publication with attribution — see dabyte.ai/contribute and dablock.ai/contribute. Contributing never affects a score in the index.