Arize tracing assistant
Project description
Arize Tracing Assistant
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 with access to Arize support. Connect it to your IDE or LLM and get curated tracing examples, best practices and Arize support!
Installation
Install uv
Make sure uv - the fast Python package manager - is installed on your system. Installation instructions: uv installation guide.
-
On macOS:
pip install uv
or
brew install uv
-
On Linux:
curl -LsSf https://astral.sh/uv/install.sh | less
-
On Windows:
powershell -c "irm https://astral.sh/uv/install.ps1 | more"
IDE integration
Cursor
- Go to Cursor Settings > MCP.
- Click "Add new global MCP server" and add the server to your config JSON.
- Remove the
envsection if you don't have access to RunLLM.
Example config:
"arize-tracing-assistant": {
"command": "uvx",
"args": [
"arize-tracing-assistant@latest"
]
}
Claude Desktop
- Go to Claude Desktop Settings.
- In Developer > Edit Config and add this to your config 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:
"mcpServers": {
"arize-tracing-assistant": {
"command": "uvx",
"args": [
"arize-tracing-assistant@latest"
]
}
}
CLI Integration
Gemini CLI
Install using the Gemini CLI extension:
gemini extensions install https://github.com/Arize-ai/arize-tracing-assistant
Usage
Once the MCP server is running, ask your IDE or 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 cleanto force accessing the latest version. -
Make sure your
uvcommand is pointing to the right location by runningwhich uv, or simply use the full path. -
The server should start in the terminal just by running:
uvx arize-tracing-assistant@latest -
Use the Anthropic MCP inspector by running:
npx @modelcontextprotocol/inspector uvx arize-tracing-assistant@latest
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file arize_tracing_assistant-0.2.10.tar.gz.
File metadata
- Download URL: arize_tracing_assistant-0.2.10.tar.gz
- Upload date:
- Size: 53.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6f68f3a08b2f0155437d335ea572d0514f096e94e1aa929786824148119a6c64
|
|
| MD5 |
3fef9c50856f9c191726354a2d05b416
|
|
| BLAKE2b-256 |
5179cb1d8df4793f60916a53505ad752d849a450adfb1564f1d21bfc513392b3
|
Provenance
The following attestation bundles were made for arize_tracing_assistant-0.2.10.tar.gz:
Publisher:
release-sdks.yml on Arize-ai/arize
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
arize_tracing_assistant-0.2.10.tar.gz -
Subject digest:
6f68f3a08b2f0155437d335ea572d0514f096e94e1aa929786824148119a6c64 - Sigstore transparency entry: 659965754
- Sigstore integration time:
-
Permalink:
Arize-ai/arize@3388702565ab66148f55b4b59276147ab947b624 -
Branch / Tag:
refs/heads/main - Owner: https://github.com/Arize-ai
-
Access:
private
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release-sdks.yml@3388702565ab66148f55b4b59276147ab947b624 -
Trigger Event:
push
-
Statement type:
File details
Details for the file arize_tracing_assistant-0.2.10-py3-none-any.whl.
File metadata
- Download URL: arize_tracing_assistant-0.2.10-py3-none-any.whl
- Upload date:
- Size: 91.8 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
29c72c60878bec92925efba47679e926f42a385eb0113e92d206a96e361ac8d8
|
|
| MD5 |
b7c38e0cd14e5c85d123d9fb1c19d313
|
|
| BLAKE2b-256 |
552b97c83dc2de1592c373e99ecc30e3ba2d836750d39b5c5476af1b085775ca
|
Provenance
The following attestation bundles were made for arize_tracing_assistant-0.2.10-py3-none-any.whl:
Publisher:
release-sdks.yml on Arize-ai/arize
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
arize_tracing_assistant-0.2.10-py3-none-any.whl -
Subject digest:
29c72c60878bec92925efba47679e926f42a385eb0113e92d206a96e361ac8d8 - Sigstore transparency entry: 659965756
- Sigstore integration time:
-
Permalink:
Arize-ai/arize@3388702565ab66148f55b4b59276147ab947b624 -
Branch / Tag:
refs/heads/main - Owner: https://github.com/Arize-ai
-
Access:
private
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
release-sdks.yml@3388702565ab66148f55b4b59276147ab947b624 -
Trigger Event:
push
-
Statement type: