Kai

io.github.kailayerhqPublished by GitHub account kailayerhqv0.9.6Updated Oct 24, 2026

Semantic code intelligence — call graphs, dependencies, impact analysis, and test coverage.

VerifiedSTDIODesktop onlyDeveloper Tools

Overview

AI-generated overview

Kai is a local MCP server that gives an assistant semantic code intelligence: call graphs, dependencies, impact analysis and test coverage.

What you can do
  • Analyze code structure through call graphs and dependency relationships
  • Assess the impact of changes across the codebase
  • Inspect test coverage information
  • No individual tools are listed in the manifest, so exact operations are not documented.
When to use it
Useful when an assistant needs to reason about how code is connected — tracing callers and callees, understanding dependencies, or judging what a change might break — rather than just reading files.
Requirements
Runs as a local process over stdio, installed from the npm package kai-mcp, so a Node.js runtime is needed. No authentication, environment variables or headers are declared.
Before you install
The manifest lists no tools, so what the server can read or change on your machine is not documented; review it before pointing it at private repositories. Desktop-only and not available as a web executable.

Installation

In SourceWeft

  1. Open Kai in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

This repository has no README.

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.9.6LatestSep 16, 2026

Score

25% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.