<p align="left">
<a target="_blank" href="https://arize.com" style="background:none">
<img alt="arize banner" src="https://storage.googleapis.com/arize-assets/arize-logo-white.jpg" width="300"></img>
</p>
# Arize Tracing Assistant
<a target="_blank" href="https://github.com/Arize-ai/arize/blob/main/sdk/python/arize-tracing-assistant/LICENSE">
<img src="https://img.shields.io/pypi/l/arize-otel">
</a>
<img src="https://badge.mcpx.dev?status=on" title="MCP Enabled"/>
<a href="https://cursor.com/install-mcp?name=arize-tracing-assistant&config=eyJjb21tYW5kIjogInV2eCBhcml6ZS10cmFjaW5nLWFzc2lzdGFudEBsYXRlc3QifQ=="><img src="https://cursor.com/deeplink/mcp-install-dark.svg" alt="Add Arize tracing assistant MCP server to Cursor" height=20 /></a>
An MCP server that provides with docs and support to instrument your AI application with Arize AX.
## Overview
This MCP server provides your LLM with docs and examples to instrument your AI apps with Arize AX. It also provides access to Arize support.
Connect it to your IDE or LLM and get curated tracing examples, setup guides and best practices!
## Installation
### Install uv
Make sure **uv** (the fast Python package manager) is installed on your system. Installation instructions: [uv installation guide](https://docs.astral.sh/uv/getting-started/installation/#standalone-installer).
- On macOS:
```bash
pip install uv
```
or
```bash
brew install uv
```
- On Linux:
```bash
curl -LsSf https://astral.sh/uv/install.sh | less
```
- On Windows:
```powershell
powershell -c "irm https://astral.sh/uv/install.ps1 | more"
```
### IDE integration
#### Cursor
[](https://cursor.com/install-mcp?name=arize-tracing-assistant&config=eyJjb21tYW5kIjogInV2eCBhcml6ZS10cmFjaW5nLWFzc2lzdGFudEBsYXRlc3QifQ==)
1. Go to Cursor Settings > MCP.
2. Click "Add new global MCP server" and add the server to your config JSON.
3. Remove the `env` section if you don't have access to RunLLM.
Example config:
```json
"arize-tracing-assistant": {
"command": "uvx",
"args": [
"arize-tracing-assistant@latest"
]
}
```
---
#### Claude Desktop
1. Go to Claude Desktop Settings.
2. In Developer > Edit Config and add this to your config JSON:
```json
"arize-tracing-assistant": {
"command": "/Users/myuser/miniconda3/bin/uvx",
"args": [
"arize-tracing-assistant@latest"
]
}
```
---
#### Manual MCP config
Add the following snippet to your MCP config file:
```json
"mcpServers": {
"arize-tracing-assistant": {
"command": "uvx",
"args": [
"arize-tracing-assistant@latest"
]
}
}
```
## Usage
Once the MCP server is running, ask your IDE/LLM questions about tracing or general Arize support like...
- Instrument this app using Arize
- Can you use manual instrumentation so that I have more control over my traces?
- How can I redact sensitive information from my spans?
- Use decorators to have more control over the span attributes
- Can you make sure the context of this trace is propagated across these tool calls?
- Where can I find my Arize keys?
## Troubleshooting
- Make sure the JSON configs are perfectly formatted.
- Clear the **uv** cache with `uv cache clean` to force accessing the latest version.
- Make sure your `uv` command is pointing to the right location by running `which uv`, or simply use the full path.
- The server should start in the terminal just by running:
```bash
uvx arize-tracing-assistant@latest
```
- Use the Anthropic MCP inspector by running:
```bash
npx @modelcontextprotocol/inspector uvx arize-tracing-assistant@latest
```
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