OpenLLMetry

OpenLLMetry Framework and Agent Instrumentations

Instrumentations for higher-level LLM frameworks and agent runtimes — LangChain, LlamaIndex, Haystack, CrewAI, Agno, OpenAI Agents, and Model Context Protocol (MCP). Captures chain, retriever, agent, and tool spans alongside the underlying LLM and vector-DB calls so multi-step workflows can be debugged end-to-end.

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API entry from apis.yml

aid: openllmetry:openllmetry-framework-instrumentations
name: OpenLLMetry Framework and Agent Instrumentations
tags:
- Instrumentation
- Frameworks
- Agents
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
humanURL: https://www.traceloop.com/docs/openllmetry/integrations
properties:
- url: https://www.traceloop.com/docs/openllmetry/integrations
  type: Documentation
- url: https://github.com/traceloop/openllmetry/tree/main/packages
  type: GitHubRepository
- url: https://pypi.org/project/opentelemetry-instrumentation-langchain/
  type: SDKs
- url: https://pypi.org/project/opentelemetry-instrumentation-llamaindex/
  type: SDKs
- url: https://pypi.org/project/opentelemetry-instrumentation-haystack/
  type: SDKs
- url: https://pypi.org/project/opentelemetry-instrumentation-crewai/
  type: SDKs
- url: https://pypi.org/project/opentelemetry-instrumentation-agno/
  type: SDKs
- url: https://pypi.org/project/opentelemetry-instrumentation-openai-agents/
  type: SDKs
- url: https://pypi.org/project/opentelemetry-instrumentation-mcp/
  type: SDKs
description: Instrumentations for higher-level LLM frameworks and agent runtimes — LangChain, LlamaIndex,
  Haystack, CrewAI, Agno, OpenAI Agents, and Model Context Protocol (MCP). Captures chain, retriever,
  agent, and tool spans alongside the underlying LLM and vector-DB calls so multi-step workflows can be
  debugged end-to-end.