ZBS Index What actually exists in applied AI, with the source next to it

mcp server

com.vibgrate/ai-context

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

Description as published by the maintainer. Source

  • version 2026.806.1
  • active

active — Most recent push to the repository was 2026-08-06.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 3 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-06 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 1 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Package downloads 2,773 downloads Package downloads from the npm registry in this window. Includes continuous integration runs, mirrors and automated installs, so it overstates the number of human users. 2026-07-30 to 2026-08-05 npm
Latest published version 2026.806.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-08-06 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License Apache-2.0 Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-08-06 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • io.github.DigiCatalyst-Systems/dep-diff-mcp — last commit 2026-04-25, shares dependency-management, security
    Translates a lockfile diff into a human-readable upgrade plan for npm and PyPI.
  • io.github.arvindand/maven-tools-mcp — last commit 2026-07-13, shares dependency-management
    JVM dependency intelligence for AI assistants via Maven Central
  • io.github.builditwithgk/repo-cartographer — last commit 2026-08-05, shares cli, codebase-analysis, dependency-graph
    Maps any repo into an architecture diagram (Mermaid/Graphviz) and enforces architecture rules in CI
  • io.github.atef-ataya/depwire — last commit 2026-07-21, shares cli, dependency-graph
    Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination
  • Grasp — Code Architecture & Dependency Analysis — last commit 2026-07-17, shares dependency-graph
    Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
  • Bomly — last commit 2026-08-03, shares dependency-graph
    Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit
  • Excalidraw Architect — last commit 2026-06-08, shares dependency-graph
    Generate beautiful Excalidraw architecture diagrams with auto-layout and component styling
  • RemembrallMCP — last commit 2026-07-28, shares dependency-graph
    Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
  • DevLens — last commit 2026-07-21, shares dependency-graph
    Query a precomputed code graph (nodes, edges, summaries) of TS/JS/React/Next.js/Node repos via MCP.
  • egonex-ai-understand-anything-understand — last commit 2026-07-30, shares codebase-analysis
    Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationsh…

These share tags the maintainers applied themselves, such as dependency-management, security, cli, codebase-analysis. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ai-assisted, cli, codebase-analysis, dependency-graph, dependency-management, drift-score, mcp, nodejs, security, typescript, upgrade-drift.

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Sources

  1. vibgrate/cli on GitHub — GitHub, observed , trust tier 3.
  2. @vibgrate/cli download counts — npm, observed , trust tier 3.
  3. Official MCP Registry — Model Context Protocol, observed , trust tier 1.