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AI Context MCP server

by vibgrate.com·com.vibgrate/ai-context·v2026.1031.1·5 stars

Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.

B78/100grade B
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Safety scan
B78/100

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Adoption
Growing

5 stars1.3k downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

AI Context tools

No tool declarations could be read from the package source. They show once the server is installed.

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How AI Context compares

Against every graded Productivity MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
78/100
higher than 50% of 1,299 Productivity servers
GitHub stars
5
more than 70% of 854 Productivity servers
Downloads a week
1,307
more than 94% of 427 Productivity servers with a package

Release history: 13 versions in the registry since 2026-09-17, latest 2026-11-01, typically one every 4 days.

Install AI Context in Claude Code, Cursor or VS Code

Runs npx -y @vibgrate/cli on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add ai-context -- npx -y @vibgrate/cli
Add to Cursor

What the publisher says

From the AI Context repository's README, as published. We do not edit it. Read it on GitHub

@vibgrate/cli Local codebase intelligence for AI coding agents — graph, drift, and version-correct docs on your machine

vg answers three questions for any repo:

  1. What is this codebase? — A deterministic code graph: call trees, import paths, impact surfaces, dependency facts.
  2. How far behind is it? — A ranked DriftScore (0–100) with runtime/framework lag, dependency age and EOL proximity, and a prioritized fix list. Exposure is scored separately as a RiskScore; the two together are the DriftRisk Index. The full methodology — formulas, sources, and limitations — is published as a whitepaper under CC BY 4.0 (DOI 10.5281/zenodo.21336304).
  3. Can we fix it here? — VG Code, a coding agent whose search tool is the code graph, not a grep — in your terminal as vg code and as the VG Code panel in Vibgrate for VS Code — plus vg fix, ranked upgrade plans it can apply.

Everything runs on your machine. No API key, no network call, no data leaving your repo unless you explicitly push. The vibgrate command is an alias for vg — they are interchangeable.

See it run

A real vg scan replay — drift score, breakdown, and ranked priorities in one command. Animation plays right here on GitHub; nothing runs in your browser.

▶ Try the live, interactive CLI simulator → Step through every command (scan, build, ask, why, …) against real sample repos.

Try it in 10 seconds

No install, no signup:

npx @vibgrate/cli scan          # drift score + upgrade priorities
npx @vibgrate/cli build         # build the code graph
npx @vibgrate/cli ask "what does AuthService do?"
npx @vibgrate/cli code          # a coding agent — it asks before every edit

Install for repeat runs:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

AI Context: common questions

Is AI Context MCP server safe?
Mostly: it is graded B (78/100). Read the AI Context safety report
How do I install AI Context?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does AI Context need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is AI Context maintained?
The last commit was 21 days ago (2026-10-14). The latest release is v2026.1031.1.
What can I use instead of AI Context?
Servers from other publishers that do the same job: SvGrid MCP server, loci MCP server and Wet MCP server. Compare all AI Context alternatives.
How does AI Context compare with other Productivity MCP servers?
safety score 78/100 (higher than 50% of 1,299 Productivity servers); github stars 5 (more than 70% of 854 Productivity servers); downloads a week 1,307 (more than 94% of 427 Productivity servers with a package). Full comparison.

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