Name: GautamVhavle/universal-json-agent
Rating: 3.1 (1 reviews)
Author: GautamVhavle

GautamVhavle/universal-json-agent

Score: 53.3 Rank #43

MCP server + REST API for intelligent JSON analysis — 26 tools for querying, aggregating, filtering, and exporting JSON data via any LLM.

Overview

GautamVhavle/universal-json-agent is a Python MCP server licensed under MIT. MCP server + REST API for intelligent JSON analysis — 26 tools for querying, aggregating, filtering, and exporting JSON data via any LLM. Topics: fastapi, mcp, pyth, uv.

Ranked #43 out of 104 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

fastapimcppythuv

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

Forks 0

Description Good

License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

Markdown

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 1
Dependents: —
Language: Python
License: MIT
Last Commit: 1d ago

Matched Queries

"mcp server""mcp-server"

From the README

<div align="center">

<br />

<br />

# Universal JSON Agent MCP

### Talk to your JSON files using natural language.

**26 powerful tools** to load, explore, query, aggregate, transform, and export — right from your AI editor.

<br />

&nbsp;

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<br />

```bash
uv tool install universal-json-agent-mcp
```

<br />

[**Getting Started**](#-getting-started) &nbsp;&middot;&nbsp; [**26 Tools**](#-tools-reference) &nbsp;&middot;&nbsp; [**Web Server**](#-web-server-subproject-web) &nbsp;&middot;&nbsp; [**Development**](#-development)

</div>

---

## Why?

Working with JSON shouldn't require writing a script every time. This tool lets you ask questions in plain English and get answers instantly.

```
You:  What's the total budget across all missions?

AI:   The total budget across all missions is $18,250,000,000.50
      (Used tools: load_json → sum_values)
```

### Supported Clients

<div align="center">

|  |  |  | Any MCP Client |
|:---:|:---:|:---:|:---:|
| VS Code

Read full README on GitHub →