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io.github.alanzha2/observe-instrument-mcp

io.github.alanzha2/observe-instrument-mcp·v0.1.2·AI & LLMs

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

Trust verdict · v1 advisory · method
NOT YET SCREENEDno verdict on file

Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.

Own this server? Screen its description →

Environment variables
ANTHROPIC_API_KEY
secret

API key for Anthropic Claude (default LLM provider)

LLM_MODEL

LLM model to use (default: claude-sonnet-4-6). Supports Anthropic, OpenAI, Gemini, Groq, Ollama via LiteLLM.

OPENAI_API_KEY
secret

API key for OpenAI models

GEMINI_API_KEY
secret

API key for Google Gemini models

GROQ_API_KEY
secret

API key for Groq models

MCP quality score · maturity, not trust · methodology
freshness
20
completeness
10
installability
25
documentation
15
stability
5
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