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Vinkius

deep-diff Connector for AI agents.

1 live capability

Audit Kubernetes configs and JSON data with precision.

Live agent request deep-diff / Connector

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AI Agent

Why people use deep-diff

Deep Diff Engine for Kubernetes Config Validation

This Connector replaces that manual hunt with a single command. You give your agent two objects, and it returns a clean list of exactly what changed. You get the specific path, the change type, and the new value, letting you skip the manual inspection entirely.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • Visual Studio Code
  • Windsurf

What Vinkius changes

You get a precise map of data changes instead of a vague summary.

Use it from Claude, ChatGPT, Cursor or another AI client you already have.

One account · 6,100+ Connectors

  1. Real-world use case 01

    Kubernetes Config Audit

    A DevOps engineer asks the agent to find differences between staging and production manifests to catch configuration drift.

  2. Real-world use case 02

    IAM Policy Review

    A security pro wants to see what permissions were added in a 500-line IAM policy JSON during a recent migration.

  3. Real-world use case 03

    API Response Validation

    A developer checks if a new backend release changed the structure of a nested JSON response for a mobile app.

Complete set · 1capability

The complete deep-diff capability set.

These are the exact actions your AI can choose when you ask it to work with deep-diff.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through deep-diff.

  1. 01 Capability

    Calculate json diff

    Compares two JSON objects and returns a list of additions, edits, and deletions with their exact paths.

Set up in minutes

One URL. Then ask deep-diff to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use deep-diff from the conversation.

Choose your client

Live preview
Advanced clients IDE · CLI

Claude · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP
https://edge.vinkius.com/vk_preview_O5wa4YabuE6ETZnARIxqA2hgMHDub30xihBar1fa/mcp
  1. Step 01

    Open Connectors

    In Claude Web or Claude Desktop, open Settings and choose Connectors.

  2. Step 02

    Add the URL

    Choose Add custom connector, name it deep-diff, and paste the URL above.

  3. Step 03

    Turn it on in chat

    Select +, open Connectors, and enable deep-diff for the conversation.

Where the request belongs

Work deep-diff can move forward.

Built around the request

This is for the DevOps engineer who needs to audit production configs, the security pro checking IAM policies, and the developer debugging complex API responses.

01

DevOps Engineer

Auditing Kubernetes manifests to ensure production environments match staging exactly.

02

Security Analyst

Comparing IAM policies to see exactly what permissions were added or removed during a migration.

03

Backend Developer

Verifying that two different API responses have the same structure despite different data.

Build the capability set

Add more capabilities.

Each Connector adds new actions and data without changing how you work.

Browse Connectors
JSON Diff Visualizer logo
01 1 capability

JSON Diff Visualizer

Generate human-readable visual diffs between two JSON objects. added lines in green, removed in red, unchanged in gray. Like 'git diff' but for JSON structures.

View Connector
Diff & Patch Calculator logo
02 4 capabilities

Diff & Patch Calculator

Compute line-level and word-level diffs, generate unified patches, and calculate text similarity.

View Connector
JSON Schema Validator and Flattener logo
03 3 capabilities

JSON Schema Validator and Flattener

Strictly validate JSON against schemas and flatten nested structures using dot notation.

View Connector
JSON5 Resilient Parser logo
04 1 capability

JSON5 Resilient Parser

Parse malformed JSON with trailing commas, comments, and single quotes into perfect strict JSON. Powered by JSON5 (32M+ weekly downloads).

View Connector
Text Diff Engine logo
05 1 capability

Text Diff Engine

Exact character-by-character string comparison. Stop relying on LLM summaries and get absolute text diffs for code and contracts.

View Connector
Exact Text Diff and Patch Generator logo
06 3 capabilities New

Exact Text Diff and Patch Generator

A deterministic engine for generating unified diffs and applying patches between text strings.

View Connector

Bring your own AI

Change the model, client or framework. Keep deep-diff connected.

  • Claude
  • ChatGPT
  • Gemini
  • Cursor
  • VS Code
  • Windsurf
  • ZCode
  • Cline
  • Zed
  • Continue
  • Kiro
  • Roo Code
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  • TypingMind
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  • 5ire
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  • LangChain
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  • CrewAI
  • Vercel AI SDK

Before you connect

Questions about deep-diff.

The practical details behind the request, access and result.

Can Deep Diff Engine compare Kubernetes files?

Yes. It is perfect for comparing two JSON-formatted Kubernetes manifests to find discrepancies in labels, specs, or metadata.

Does Deep Diff Engine handle nested arrays?

Yes. It detects when items are added, removed, or changed inside deep nested arrays, not just top-level keys.

Will Deep Diff Engine show me whitespace changes?

No. It ignores formatting and whitespace, focusing only on actual data changes to keep your results clean.

Can I use Deep Diff Engine to find security leaks?

It helps you audit security by highlighting exactly which permissions were added or deleted in a JSON policy.

Does Deep Diff Engine work on any JSON?

Yes. It works on any valid JSON object or array, making it useful for API responses, config files, and more.

How do I get the exact path of a change?

The capability returns the full property path, like metadata.annotations.version, so you know exactly where to apply a fix.

Why shouldn't I just use string comparison?

String comparison fails if the keys are reordered (e.g., {"a":1,"b":2} vs {"b":2,"a":1}). This engine understands JSON structure, so it correctly identifies that reordered keys are not semantic changes.

What do the 'kind' letters mean in the output?

'N' means a newly added property. 'D' means a deleted property. 'E' means an edited/changed property. 'A' means a change occurred within an array.

Can this be used for config drift detection?

Absolutely. Agents can fetch the desired state from Git, fetch the actual state from the live API, and use this engine to generate a list of exact properties that have drifted.

One connection away

Give your agent a direct line to deep-diff.

Connect deep-diff once. Keep it beside 6,100+ managed Connectors when the next task needs more.

Explore every Connector No credit card required · Free tier available