Gongrzhe JSON MCP Server
A server-side implementation based on the JSON Model Context Protocol (MCP), providing the ability to query and manipulate JSON data through standardized tools, and supporting multiple JSONPath extension operations.
rating : 2.5 points
downloads : 17
What is the JSON MCP Server?
The JSON MCP Server is a server implementation based on the JSON Model Context Protocol (MCP), specifically designed for querying and manipulating data in JSON format. It provides a set of standardized tools that allow language models (LLMs) to easily interact with JSON data.How to use the JSON MCP Server?
You can quickly start the server through a simple command-line tool, and then use the provided tools (query and filter) to query and filter JSON data. The server supports multiple operation modes, including running directly or integrating into the Claude Desktop application.Use Cases
Suitable for various scenarios that require JSON data processing, such as data analysis, API response processing, configuration management, data transformation, etc. It is particularly suitable for use in conjunction with large language models (LLMs) to enhance their data processing capabilities.Main Features
JSON Data QueryQuery JSON data using JSONPath syntax, supporting various query operations and expressions.
Data FilteringFilter JSON data based on conditions, supporting complex filtering expressions.
Array OperationsSupports various operations such as array slicing, sorting, deduplication, and mapping.
String OperationsProvides string processing functions such as case conversion, matching tests, and searching.
Numeric OperationsSupports mathematical operations, rounding, and various mathematical functions.
Date OperationsProvides functions for date formatting, checking, and modification.
Aggregation OperationsSupports aggregation calculations such as grouping, summation, average, maximum, and minimum.
Advantages and Limitations
Advantages
Easy to use: Can be started and used through simple command lines.
Powerful functionality: Supports multiple JSON data processing operations.
Standardized: Follows the JSON MCP protocol, with good compatibility with other tools.
Flexible integration: Can be used independently or integrated into other applications.
Limitations
Only supports data in JSON format.
Requires basic knowledge of JSONPath syntax to make full use of it.
There may be performance limitations when processing very large JSON files.
How to Use
Install the Server
Install via npm or run directly using npx.
Configuration Integration (Optional)
If you need to integrate with Claude Desktop, modify the configuration file.
Use the Query Tool
Use the query tool to query JSON data.
Use the Filter Tool
Use the filter tool to filter JSON data.
Usage Examples
Query User InformationQuery information about a specific user from user data.
Filter High-Priced ProductsFilter products with a price higher than 100 from the product list and sort them by price.
Data Aggregation StatisticsCalculate the average price of product categories.
Frequently Asked Questions
Must JSONPath expressions start with $?
How to handle large JSON files?
Does it support data in YAML format?
How to add custom operations?
Does it support remote JSON data sources?
Related Resources
JSONPath Official Documentation
Learn JSONPath syntax and expressions
GitHub Repository
Project source code and issue tracking
npm Package Page
View the latest version and download statistics
JSON MCP Protocol Description
Understand the JSON Model Context Protocol specification
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