observe-instrument-mcp
An MCP server that automatically instruments Python AI agents with the ioa-observe-sdk, adding OpenTelemetry-based tracing, metrics, and logs with zero manual effort. It supports frameworks like LlamaIndex, LangGraph, CrewAI, and the raw OpenAI SDK. It provides tools to instrument agent files and audit existing instrumentation.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
What you can do with it
- Instrument Python AI agent files with OpenTelemetry tracing
- Audit files for missing instrumentation
- Support LangGraph, LlamaIndex, CrewAI, and OpenAI SDK agents
Source and maintenance
- Last repository push
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
observe-instrument-mcp 0.1.2
{
"version": "0.1.2",
"transport": "stdio",
"identifier": "observe-instrument-mcp",
"registryType": "pypi",
"environmentVariables": [
{
"name": "ANTHROPIC_API_KEY",
"format": "string",
"description": "API key for Anthropic Claude (default LLM provider)"
},
{
"name": "LLM_MODEL",
"format": "string",
"description": "LLM model to use (default: claude-sonnet-4-6). Supports Anthropic, OpenAI, Gemini, Groq, Ollama via LiteLLM."
},
{
"name": "OPENAI_API_KEY",
"format": "string",
"description": "API key for OpenAI models"
},
{
"name": "GEMINI_API_KEY",
"format": "string",
"description": "API key for Google Gemini models"
},
{
"name": "GROQ_API_KEY",
"format": "string",
"description": "API key for Groq models"
}
]
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · repository · passed · metadata changed · updated
- · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"observe-instrument-mcp": {
"command": "uvx",
"args": [
"observe-instrument-mcp==0.1.2"
],
"env": {
"ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
"LLM_MODEL": "<YOUR_LLM_MODEL>",
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
"GROQ_API_KEY": "<YOUR_GROQ_API_KEY>"
}
}
}
}Cline
{
"mcpServers": {
"observe-instrument-mcp": {
"command": "uvx",
"args": [
"observe-instrument-mcp==0.1.2"
],
"env": {
"ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
"LLM_MODEL": "<YOUR_LLM_MODEL>",
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
"GROQ_API_KEY": "<YOUR_GROQ_API_KEY>"
}
}
}
}VS Code
{
"servers": {
"observe-instrument-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"observe-instrument-mcp==0.1.2"
],
"env": {
"ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
"LLM_MODEL": "<YOUR_LLM_MODEL>",
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
"GROQ_API_KEY": "<YOUR_GROQ_API_KEY>"
}
}
}
}Claude Desktop
{
"mcpServers": {
"observe-instrument-mcp": {
"command": "uvx",
"args": [
"observe-instrument-mcp==0.1.2"
],
"env": {
"ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
"LLM_MODEL": "<YOUR_LLM_MODEL>",
"OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
"GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>",
"GROQ_API_KEY": "<YOUR_GROQ_API_KEY>"
}
}
}
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