Mozilla Data Collective alternatives

Tools that do what Mozilla Data Collective does, found by what they say they do rather than by shelf. Among the equally alike, the most used come first. Each line says how it differs from Mozilla Data Collective.

Read 2026-10-20

With a free plan or free to use: Notion, Actian, Ultimaps, Apify, Bright Data, NetAPI.

10 alternativesUnlike Mozilla Data Collective

#1
Hugging Face Data MCP · sign-in
Hosts machine learning models, datasets, and applications for collaborative development and deployment.
Also: Code generationMore widely used
1.1M
Active
From $9/mo
2016
#2
Notion Data MCP · sign-in
Combines pages, wikis and databases in one workspace where teams write docs, track projects and tasks, and keep shared notes.
Free planAlso: Agents, Workflow automation
1.1M
Active
From $10/user/mo
2016
#3
Actian Data
Provides data cataloging, quality monitoring, and conversational analytics for enterprise AI systems.
Free planAlso: Analytics, Data extraction
89.4k
Active
From $499/mo
1980
#4
InternetData Data MCP · sign-in
Licenses downloadable databases mapping IP addresses and registered domains to geolocation, VPN and proxy status, ownership and open services.
More widely used
8
Active
Contact sales
2026
#5
The Ainglish Project MCP · open
Defines a controlled English dialect with explicit constructs that AI agents use to communicate, each mapped back to standard English.
More widely used
1.9k installs/mo
Active
#6
Ultimaps Data MCP · open
Colors map regions from imported spreadsheet data and exports them as PNG, SVG or PDF, or publishes embeddable interactive maps.
Free planMore widely used
556k
Active
From ≈ $14 once
#7
Apify Data MCP · sign-in
Marketplace of web scraping and data extraction tools for AI agents and applications.
Free planAlso: Data extraction
412k
Active
From $19/mo
2016
#8
Bright Data Data
Provides web scraping APIs, proxy infrastructure, and datasets for extracting structured data from websites at scale.
Free planAlso: Data extraction
81.9k
Active
From $0.20 per use
2014
#9
NetAPI Data MCP · sign-in
Serves domain zone lists, DNS and WHOIS datasets, and a compromised IP feed, downloadable as files or through an API.
Free planMore widely used
21
Active
From $49/mo
#10
WindBorne Systems Data MCP · sign-in
Operates long-duration balloons that collect atmospheric profiles and feeds them into a neural network that produces weather forecasts.
More widely used
251k
2019

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How this list is made: the words Mozilla Data Collective is described with (what it does, for whom, what it is used for) are matched against every tool in the Atlas. A tool on the same shelf, or doing the same kind of work, counts for a little more. Nothing here is paid for.