Mostly Right alternatives

Tools that do what Mostly Right 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 Mostly Right.

Read 2026-10-27 · Mostly Right itself: Free plan · From $49/mo

With a free plan or free to use: Instadash, MCP Analytics, Keylabs, Dataville.

10 alternativesUnlike Mostly Right

#1
Mozilla Data Collective Data MCP · open
Hosts datasets that owners share under open or set-price terms, sending each paid download's money back to the contributors.
Same job
221
Active
#2
Twitterapi Data MCP · open
Returns public X posts, profiles, follower graphs and trends over a REST API, billed per result returned.
Same job
11.7k
Active
From $0.00 per use
2024
#3
Georgia Civic Data Data MCP · open
Standardizes public datasets about Georgia so they join on shared geography, time and column keys, served via explorer, API and MCP server.
Also: Analytics
1
Active
#4
Hugging Face Data MCP · sign-in
Hosts machine learning models, datasets, and applications for collaborative development and deployment.
CheaperAlso: Code generation
1.1M
Active
From $9/mo
2016
#5
ClicData Data
Pulls data from databases, files and SaaS apps into a hosted warehouse, transforms it, and builds scheduled dashboards and reports.
Costs moreAlso: Analytics
11.8k
Active
From $79/mo
2008
#6
Instadash Data MCP · sign-in
Ingests, indexes and routes datasets over HTTP endpoints so agents can query them, installable via npm.
Cheaper
1
Active
From $19/mo
#7
datagokr Data MCP · open
Connects AI assistants to South Korea's data.go.kr public datasets, searching and previewing APIs and downloading files via an MCP server.
Open source
Little sign of use
Active
#8
MCP Analytics Analytics MCP · sign-in
Builds and reruns R statistical analyses on uploaded CSV files, returning the code, citations and a PDF report.
Also: Analytics
6.2k
Active
From $20/user/mo
#9
Keylabs Data
Annotates images, videos, and 3D data with AI assistance and quality control for training datasets.
Also: Data extractionMore widely used
1.3k
Active
From $1 per use
#10
Dataville Data MCP · open
Delivers attributed public datasets, such as arXiv papers and SEC EDGAR filings, to AI apps through an API or MCP endpoint.
Cheaper
9
Active
From $29/mo

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How this list is made: the words Mostly Right 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.