MCP For Claude Marketplace
Dot-Notation Object Flattener

Dot-Notation Object Flattener MCP Connector for Claude

A+

Convert deeply nested JSON objects into flat structures using dot-separated keys.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides a deterministic way to transform hierarchical JSON data into a linear format. It is ideal for systems like Elasticsearch or MongoDB that require flattened structures for efficient indexing. Using the flatten_json_object tool, you can convert complex objects into single-level maps where keys represent the full path (e.g., 'user.address.city'). You can also use calculate_nesting_metrics to analyze structural depth and verify_flatten_safety to ensure transformations stay within performance limits.

jsonflatteningdot-notationdata-processingnosql

3 tools expose this connector's capabilities to your AI agent.

calculate_nesting_metrics

Calculates nesting metrics for a JSON object

flatten_json_object

Flattens a JSON object into dot-notation keys

verify_flattening_safety

Verifies if a JSON object can be safely flattened

See how to talk to your AI agent using Dot-Notation Object Flattener.

Flatten this JSON: {"user": {"id": 1, "profile": {"name": "Alice"}}}

{"user.id": 1, "user.profile.name": "Alice"}

What is the maximum nesting level in this object: {"a": {"b": {"c": 1}}}?

The maximum nesting level is 3.

Check if this object is safe to flatten with a depth limit of 2: {"a": {"b": {"c": 1}}}

The object is not safe to flatten because the calculated depth is 3, which exceeds your threshold of 2.

It is the process of converting nested keys into a single level by joining parent and child names with a period, such as turning {'a': {'b': 1}} into {'a.b': 1}.

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