What is Precis?
Precis is a MCP server by AirSaiga that local-first data quality workbench for Excel/CSV: validate against schemas and 10 zero-code constraint types (uniqueness, ranges, foreign keys, allowed values and more), with row-level. It is listed under Data & databases and has 3 GitHub stars.
| Type | Mcp server |
|---|---|
| Author | AirSaiga |
| Repository | AirSaiga/Precis |
| Popularity | 3 GitHub stars |
| Category | Data & databases |
| Security | Low risk (96/100) |
| Rank | #2,518 of 4,418 MCP servers; #173 in Data & databases |
| License | Apache-2.0 |
| Last commit | 2026-10-14 |
| Runs | Locally |
| Language | Python |
| Platforms | macOS, Windows |
Is Precis safe to install?
Precis scores 96/100 on the MCPMods security check: Low risk. No checks raised a concern. It passed 5 of 6 checks.
MCP server results come from listing signals: who publishes it, where your data goes and what it can do. The code itself is not scanned yet.
| Check | Result |
|---|---|
| Community-built server | Note |
| Runs on your machine only | Pass |
| No credentials mentioned | Pass |
| Read-only by description | Pass |
| No code execution | Pass |
| Source on GitHub | Pass |
How do I install Precis?
- Find the launch command. The README says how the server starts (npx, uvx, docker or a remote URL) and which API keys it needs.
https://github.com/AirSaiga/Precis
- Add it to Claude Code. Replace the part after -- with the command from the README. Remote servers use --transport http with a URL.
claude mcp add precis -- <command from README> claude mcp add --transport http precis <server-url>
- Check it connected. This lists your MCP servers and their status.
claude mcp list
Or ask Claude to set it up
Paste this into Claude Code and it installs Precis for you:
Add the "Precis" MCP server from https://github.com/AirSaiga/Precis to Claude Code. Read its README for the launch command and any API keys I need, run claude mcp add, then check that it connects.