observe-instrument-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LLM_MODEL | No | Model to use (default: claude-sonnet-4-6) | |
| GROQ_API_KEY | No | Required for Groq models | |
| GEMINI_API_KEY | No | Required for Google Gemini models | |
| OPENAI_API_KEY | No | Required for OpenAI models | |
| ANTHROPIC_API_KEY | No | Required for Anthropic models |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| instrument_agentA | Read a Python AI agent file, add ioa-observe-sdk instrumentation, and write it back. Adds Observe.init(), SDK imports, @tool/@agent/@graph/@workflow decorators, and session_start() — covering LlamaIndex, LangGraph, CrewAI, and raw OpenAI SDK agents. Creates a .bak backup before modifying the file. Args: file_path: Path to the Python file to instrument. app_name: Optional app name for Observe.init(). Inferred from file if omitted. Returns: Summary of all changes made, the diff, and next steps. |
| check_instrumentationA | Audit a Python AI agent file for missing ioa-observe-sdk instrumentation. Read-only — does not modify the file. Use instrument_agent to apply changes. Args: file_path: Path to the Python file to audit. Returns: Audit report: what is present, what is missing, and specific recommendations. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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