json-state-diff-generator Connector for AI agents.

Q: How does the tool handle array comparisons?

The tool performs a strict positional comparison. Elements are evaluated based on their exact index; for example, the element at index 0 in the previous state is compared only to the element at index 0 in the current state.

Q: Can I use this to debug LangGraph states?

Yes, the comparejsonstates tool is specifically designed to identify how a data structure has evolved, making it ideal for tracking state changes in LangGraph and CrewAI workflows.

3 live capabilities

Live agent request json-state-diff-generator / Connector

Waiting for input…

AI Agent

Why people use json-state-diff-generator

See what json-state-diff-generator changes in a real workflow.

Move from a question to a useful json-state-diff-generator result without breaking your flow.

What Vinkius changes

Get the json-state-diff-generator answer you need in the AI client you already use.

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

One account · 6,100+ Connectors

Real-world use case 01

Compare_json_states

Performs a deep, recursive comparison between two JSON objects to identify all structural and value changes
Real-world use case 02

Flatten_diff_path

Converts complex, nested diff paths into human-readable dot-notation strings
Real-world use case 03

Get_diff_summary

Provides a high-level statistical overview of the differences found between two states

Complete set · 3capabilities

The complete json-state-diff-generator capability set.

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

Capability set01 / 01

01—03

3 capabilities in this set.

Part of 3 available through json-state-diff-generator.

01 Capability
Compare json states
Performs a deep, recursive comparison between two JSON objects to identify all structural and value changes
02 Capability
Flatten diff path
Converts complex, nested diff paths into human-readable dot-notation strings
03 Capability
Get diff summary
Provides a high-level statistical overview of the differences found between two states

Set up in minutes

One URL. Then ask json-state-diff-generator to work.

Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use json-state-diff-generator 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_L6lDkKzxN23FQk9UypQ4x0Umoj4kBdGOoKDVwmEm/mcp

Step 01

Open Connectors

In Claude Web or Claude Desktop, open Settings and choose Connectors.
Step 02

Add the URL

Choose Add custom connector, name it json-state-diff-generator, and paste the URL above.
Step 03

Turn it on in chat

Select +, open Connectors, and enable json-state-diff-generator for the conversation.

ChatGPT · Web + desktop

Official guide ↗

Connector URL · ready to paste

Streamable HTTP

https://edge.vinkius.com/vk_preview_L6lDkKzxN23FQk9UypQ4x0Umoj4kBdGOoKDVwmEm/mcp

Step 01

Open MCP settings

On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
Step 02

Add the URL

Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the json-state-diff-generator URL.
Step 03

Save and start

Save the connection and enable json-state-diff-generator in your conversation. Desktop may ask you to restart once.

Cursor · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "json-state-diff-generator": {
      "url": "https://edge.vinkius.com/vk_preview_L6lDkKzxN23FQk9UypQ4x0Umoj4kBdGOoKDVwmEm/mcp"
    }
  }
}

Step 01

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
Step 02

Add the server config

Paste the JSON configuration above into the mcp.json file that opens
Step 03

Save the file

Cursor will automatically detect the new Connector
Step 04

Start using json-state-diff-generator

Open Agent mode in chat and ask: "Using json-state-diff-generator, help me...". 3 tools available

VS Code Copilot · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "json-state-diff-generator": {
      "url": "https://edge.vinkius.com/vk_preview_L6lDkKzxN23FQk9UypQ4x0Umoj4kBdGOoKDVwmEm/mcp"
    }
  }
}

Step 01

Create MCP config

Create a .vscode/mcp.json file in your project root
Step 02

Add the server config

Paste the JSON configuration above
Step 03

Enable Agent mode

Open GitHub Copilot Chat and switch to Agent mode using the dropdown
Step 04

Start using json-state-diff-generator

Ask Copilot: "Using json-state-diff-generator, help me...". 3 tools available

Windsurf · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "json-state-diff-generator": {
      "url": "https://edge.vinkius.com/vk_preview_L6lDkKzxN23FQk9UypQ4x0Umoj4kBdGOoKDVwmEm/mcp"
    }
  }
}

Step 01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Step 02

Add the server

Paste the JSON configuration above into mcp_config.json
Step 03

Save and reload

Windsurf will detect the new server automatically
Step 04

Start using json-state-diff-generator

Open Cascade and ask: "Using json-state-diff-generator, help me...". 3 tools available

Cline · IDE configuration

Official guide ↗

Advanced setup

{
  "mcpServers": {
    "json-state-diff-generator": {
      "url": "https://edge.vinkius.com/vk_preview_L6lDkKzxN23FQk9UypQ4x0Umoj4kBdGOoKDVwmEm/mcp"
    }
  }
}

Step 01

Open Cline MCP Settings

Click the Connectors icon in the Cline sidebar panel
Step 02

Add remote server

Click "Add Connector" and paste the configuration above
Step 03

Enable the server

Toggle the server switch to ON
Step 04

Start using json-state-diff-generator

Ask Cline: "Using json-state-diff-generator, help me...". 3 tools available

Claude Code · Terminal command

Official guide ↗

Advanced setup

claude mcp add json-state-diff-generator --transport http "https://edge.vinkius.com/vk_preview_L6lDkKzxN23FQk9UypQ4x0Umoj4kBdGOoKDVwmEm/mcp"

Step 01

Install Claude Code

Run npm install -g @anthropic-ai/claude-code if not already installed
Step 02

Add the Connector

Run the command above in your terminal
Step 03

Verify the connection

Run claude mcp to list connected servers, or type /mcp inside a session
Step 04

Start using json-state-diff-generator

Ask Claude: "Using json-state-diff-generator, show me...". 3 tools are ready

Build the capability set

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

Browse Connectors

01 6 capabilities

Anthropic

Access Claude models via Anthropic API. send messages, count tokens, manage batches and discover models from any AI agent.

View Connector

02 10 capabilities

OpenAI

Use GPT-4o, DALL-E 3, embeddings, fine-tuning, and moderation as capabilities inside your AI agent workflows.

View Connector

03 8 capabilities

Apple App Store

Manage your iOS apps and TestFlight builds with Apple App Store Connect. track reviews, versions, and sales via AI.

View Connector

04 5 capabilities

Zapier

Monitor automated workflows, audit app connections, and search for Zap templates on Zapier. the leader in AI orchestration.

View Connector

05 13 capabilities

X Ads (Twitter)

Connect your X Ads account to any AI agent. audit campaigns, analyze line item performance, and pull engagement reports through natural conversation.

View Connector

06 10 capabilities

Box

Store, share, and collaborate on files securely with enterprise-grade cloud content management and governance controls.

View Connector

Bring your own AI

Change the model, client or framework. Keep json-state-diff-generator connected.

Claude
ChatGPT
Gemini
Cursor
VS Code
Windsurf
ZCode
Cline
Zed
Continue
Kiro
Roo Code
Zencoder
Goose
Void
Augment Code
Amp
Qodo
Tabnine
Pieces
Sourcegraph Cody
JetBrains
Warp
Amazon Q
Antigravity
BoltAI
Raycast
Jan
LM Studio
AnythingLLM
Open WebUI
Msty
Cherry Studio
LibreChat
TypingMind
Chorus
5ire
n8n
LangChain
LlamaIndex
CrewAI
Vercel AI SDK

Before you connect

Questions about json-state-diff-generator.

The practical details behind the request, access and result.

How does the capability handle array comparisons?

The capability performs a strict positional comparison. Elements are evaluated based on their exact index; for example, the element at index 0 in the previous state is compared only to the element at index 0 in the current state.

What is the difference between added and modified keys?

Added keys are elements present in the current state that were entirely absent in the previous state. Modified keys are elements that exist in both states but contain different values.

Can I use this to debug LangGraph states?

Yes, the compare_json_states capability is specifically designed to identify how a data structure has evolved, making it ideal for tracking state changes in LangGraph and CrewAI workflows.

One connection away

Give your agent a direct line to json-state-diff-generator.

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

Explore every Connector No credit card required · Free tier available

See what json-state-diff-generator changes in a real workflow.

Get the json-state-diff-generator answer you need in the AI client you already use.

Compare_json_states

Flatten_diff_path

Get_diff_summary

Compare json states

Flatten diff path

Get diff summary

Open Connectors

Add the URL

Turn it on in chat

Open MCP settings

Add the URL

Save and start

Open MCP Settings

Add the server config

Save the file

Start using json-state-diff-generator

Create MCP config

Add the server config

Enable Agent mode

Start using json-state-diff-generator

Open MCP Settings

Add the server

Save and reload

Start using json-state-diff-generator

Open Cline MCP Settings

Add remote server

Enable the server

Start using json-state-diff-generator

Install Claude Code

Add the Connector

Verify the connection

Start using json-state-diff-generator

Anthropic

OpenAI

Apple App Store

Zapier

X Ads (Twitter)

Box

Give your agent a direct line to json-state-diff-generator.