Current repository readingScanned Jul 24, 2026, 11:58 AM UTC

aks-mcp Codebase Valuation

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

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RepoWorth
github.com/Azure

aks-mcp

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

RepoWorth$3,563Current measured development value · 2.2 active build days
Rebuild complexity81.47/100Profile: Complex
265.6K code tokens144 source filesGo primary language
Scanned Jul 24, 2026Public GitHub repositorycodevaluation.com/repoworth/aks-mcp
Authored code265.6K tokens · 33,564 source lines
Complexity81.47/100 · Complex
Primary stackGo
Scan coverage100% · Content scan
RepoWorth development valuation

One valuation, with the evidence behind it.

RepoWorth models the current development value represented by the visible repository evidence. It does not include ideation, intellectual property, business value, product discovery, or sale price.

RepoWorthCurrent measured development value
$3,563

Modeled range $2,850 to $4,275

2.2 active build days17.6 engineering hours219.6K implementation tokens
Repository evidenceMeasured at the scanned commit
265.6K tokens

33,564 source lines across 144 authored files

63 test files150 dependencies100% scan coverage
Measured RepoWorth history

The current RepoWorth starts the measured history.

This current scan is the first measured point. Later scans add comparable history when the repository changes. RepoWorth is not back-cast onto commits that were never scanned.

Recorded RepoWorth$3,563
Current measured reading
Measured · Jul 24, 2026Data through · Jul 24, 2026
Measurement basisCurrent readingCurrent published repository scan
Evidence coverage100%current scan
Complexity81/100Measured from code scale and structural signals
Maintainability75/100Current structure, tests, and generated-code balance

This current scan establishes the RepoWorth baseline. Comparable value changes appear only after another completed scan under the same measurement basis.

RepoWorth history compares completed repository scans only when their measurement basis is compatible. Commit activity is shown separately so delivery volume is not presented as code value.

Repository contributors

Top contributors.

Ranked from the public GitHub contributor evidence available at the latest scan. This table describes measured repository activity, not ownership or original authorship.

RankContributorContributionsShare of top groupLatest measured activity
#1gossion@gossion18844.7%Current GitHub contributor snapshot
#2Pengfei Ni@feiskyer12028.5%Current GitHub contributor snapshot
#3thomas1206@thomas1206348.1%Current GitHub contributor snapshot
#4hieunhums@hieunhums225.2%Current GitHub contributor snapshot
#5mqasimsarfraz@mqasimsarfraz204.8%Current GitHub contributor snapshot
#6pavneeta@pavneeta163.8%Current GitHub contributor snapshot
#7pauldotyu@pauldotyu61.4%Current GitHub contributor snapshot
#8julia-yin@julia-yin61.4%Current GitHub contributor snapshot
#9microsoftopensource@microsoftopensource51.2%Current GitHub contributor snapshot
#10achaikaJH@achaikaJH41.0%Current GitHub contributor snapshot
About aks-mcp

What the public repository appears to contain.

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

kubernetesmcp-servermodel-context-protocol
License
MIT
Default branch
main
GitHub stars
134
Forks
38
Last public push
Jul 17, 2026
Repository state
Active public repository
Detected language profile1.1MB authored source
Go96.64%
Shell1.59%
Python1%
MOD0.77%
Source files144
Test files63
Manifests2
Dependencies150
Measured technical evidence

A fuller view of what the scanner found.

These values come from the same immutable repository scan as the headline RepoWorth. They stay tied to the scanned commit so the reading can be inspected against one exact source state.

Maintainability signal75/100

Established based on deterministic repository structure and complexity signals.

Production source130.8K tokens

First-party implementation tokens eligible for the modeled code-scale input.

Test evidence134.9K tokens

63 detected test files contribute separately from production code.

Configuration and infrastructure0 tokens

2 manifests and 0 workspace boundaries were detected.

Documentation63.2K tokens

31 documentation files remain visible as a distinct enablement signal.

Integration surface166 signals

150 dependency declarations and 1 public-interface signals were measured.

Repository structure4 levels deep

0 large files and 4,727 branch signals add structural context.

Excluded from authored evidence0 files

2 generated files were identified. Ignored and generated material does not inflate RepoWorth.

Measured repository distinctions

Repository evidence highlights.

Each highlight records a measured characteristic of the same repository scan used for this RepoWorth report.

quality

Verification depth

At least 20 percent of measured source tokens are in test paths.

quality

Test fortress

At least 35 percent of measured source tokens are in detected test paths.

Technical effort profile

What makes this repository harder to rebuild.

Code scale, branching, dependencies, languages, structure, and visible test evidence shape the implementation and verification effort represented by this repository.

Code scaleModerate

Measured from the current source archive.

ComplexityHigh

Derived from branch density, dependencies, languages, and code scale.

VerificationHigh

Measures visible test code relative to the source corpus.

Development effort composition

Source volume alone does not explain the work.

This view separates authored evidence from the implementation, integration, verification, and engineering oversight represented by the current repository.

Reading boundary: These are modeled development inputs for the visible code. They do not include product discovery, company value, private systems, or commercial outcomes.

Weighted authored evidence219.6KProduction, tests, configuration, and documentation
Estimated implementation output219.6KImplementation, retries, integration, and verification
Engineering oversight17.6 hoursOrientation, integration, tests, and review
Active build time2.2 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit 8e84bcee1532c8019951469de9d7e04f6a0d3b53, measured deterministic repository signals, then estimated implementation, rework, testing, integration, and engineering oversight.

Included

Supported first-party source, tests, configuration, manifests, repository structure, dependency signals, and framework boundaries.

Excluded

Common generated and vendored files, build output, dependencies, lockfiles, minified assets, binaries, media, and private systems outside this repository.

Not claimed

Ideation, intellectual-property rights, security posture, production reliability, company value, sale price, revenue, user value, proprietary data, or the cost of discovering the original product.

This is a modeled current development valuation for the repository's visible code at a specific commit. It reflects code volume, implementation output, complexity, and engineering oversight. It is not a business valuation, investment appraisal, security review, or estimate of sale price, ideation, intellectual property, revenue, users, brand, proprietary data, undocumented domain knowledge, or private infrastructure.

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