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AirSaiga/Precis

🧪 Alpha — Local-first visual data quality platform. Visual DAG editor + schema-aware validation for Excel/CSV. Feedback welcome.

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Our verdict

Not reviewed yet

We have not reviewed AirSaiga/Precis yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About AirSaiga/Precis

Precis is a local-first, visual data quality platform in alpha. It provides a visual DAG editor and schema-aware validation for Excel and CSV files, built in Python. The tool is early stage with limited adoption.

Best for

Developers who need local, visual validation for spreadsheet data

Use cases

  • Validate CSV or Excel files against schemas
  • Build visual DAGs for data quality checks
  • Clean and inspect spreadsheet data locally

Notes

3 stars on GitHub. Last updated 2026-10-09. Licensed Apache-2.0.

Pros

  • Local-first: data stays on your machine
  • Visual editor reduces need for scripting
  • Schema-aware validation catches structural issues

Cons

  • Alpha status means unstable APIs and features
  • Minimal community and support (3 stars)
  • Only supports Excel/CSV, not other data sources

Key facts

What we have checked

Days since the last commit
0
Checked GitHub
GitHub forks
0
Checked GitHub
GitHub stars
3
Checked GitHub
Open issues
0
Checked GitHub
Releases in the last 90 days
12
Checked GitHub

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

pip install --upgrade pip

Tools exposed

  • validate_data
  • check_config
  • describe_constraints
  • infer_schema

Clients the listing names (not checked here)

Claude Code, Cursor

Install

Add AirSaiga/Precis to your client

Not verified yet

No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.

Until then, follow the project's own README, or the setup the listing publishes under How to set it up.

Works with

What AirSaiga/Precis connects to

No confirmed connections yet. A product appears here when the server's registry name, repo, homepage or name ties it to that product, and a client appears when we have an install recipe for it.

Stars and usage

How AirSaiga/Precis is growing

GitHub stars

3 to 3

stars. 26 Oct 2026 to 7 Nov 2026, 3 readings.

Source: GitHub. Checked .

Health and security

Is AirSaiga/Precis looked after, and what do its setup files show

Health score

56 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked . How it is worked out

PartPointsWhat we saw
Recent activity30 of 30Last push 0 days ago
Releases15 of 1512 releases in 90 days
Issue repliesNot countedThe latest check has no issue response reading (fewer than 3 measured issues, or issues switched off)
Maintainer0 of 15Owned by a single user
Official source0 of 20Community server

Sources

Where this comes from

  • GitHubRegistry

    Checked · Days since the last commit, GitHub forks, GitHub stars, Open issues, Releases in the last 90 days

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

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