Precis MCP Server
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 error reports. Also ships a visual desktop app, CLI and REST API.
context tax
pending
security
pending
cold start
pending
freshness
pending
Our reading of Precis, from the data
Precis is a data & analytics MCP server from airsaiga.
We haven't measured its tool list yet, so its token cost is unknown.
With 3 GitHub stars it ranks #294 of 1,391 data & analytics servers we index.
Install Precis MCP server
No published package or hosted endpoint yet — see the repository README for build-from-source instructions.
Freshness
Not enough public signals yet to judge maintenance.
Last commit (default branch)
2026-10-14 · 4d ago · GitHub
Latest release
2026-10-03 · 15d ago · GitHub · v0.1.11
Package published
no data · npm/PyPI
Registry entry updated
no data · official registry
How it compares in Data & Analytics
Against the most-starred data & analytics servers we index. Token cost is per model turn, measured from each server's live tool list.
| Server | Stars | Tools | Tokens / turn | Freshness | Runs |
|---|---|---|---|---|---|
| Precis (this) | 3 | — | not measured | — | — |
| Netdata | 81,005 | — | not measured | Active | hosted |
| Metabase | 49,728 | — | not measured | Active | hosted |
| PostHog | 40,338 | — | not measured | Active | local + hosted |
| Agent-Native Analytics | 7,433 | — | not measured | Active | hosted |
| Finance Toolkit | 5,439 | — | not measured | Active | local + hosted |
FAQ
›Is Precis in the official MCP registry?
No. It was indexed from awesome-mcp-servers (punkpeye).
Sources and method
- GitHub repository
- fetched 2026-10-19
- Last checked against all sources
- 2026-10-19
The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.
Alternatives to Precis
Other data & analytics MCP servers.
NetdataActiveDiscovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.
MetabaseActiveLets AI clients search, explore, query, and visualize data in a Metabase instance.
PostHogActiveTypeScript agent framework wrapping Claude Agent SDK with Git-based task execution for PostHog
Agent-Native AnalyticsActiveDigital asset manager - upload, organize, search, and generate on-brand images and videos
Finance ToolkitActive200+ transparent financial metrics calculated from raw statements, not third-party endpoints.
Google Ads + Meta Ads + SEO/GEOActiveGoogle Ads, Meta Ads, Google Analytics (GA4) & Search Console MCP server by Ryze AI