# llms.txt package=@amplitude/ai version=0.24.1 [routing] instrument-node=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/amplitude-ai.md instrument-python=python3 -m pip install amplitude-ai && amplitude-ai --print-guide other-sources=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/README.md [mcp.tools] get_event_schema get_integration_pattern validate_setup suggest_instrumentation validate_file search_docs scan_project generate_verify_test instrument_file [mcp.resources] amplitude-ai://event-schema amplitude-ai://integration-patterns amplitude-ai://instrument-guide [events] [Agent] AI Response [Agent] Embedding [Agent] Evaluator Result [Agent] Score [Agent] Session End [Agent] Session Enrichment [Agent] Session Record [Agent] Span [Agent] Tool Call [Agent] User Message [integrations] sierra=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/sierra.md decagon=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/decagon.md fin=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/fin.md agentforce=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/agentforce.md langfuse=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/langfuse.md langsmith=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/langsmith.md braintrust=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/braintrust.md warehouses=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/warehouses/README.md routers=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/routers.md strands=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/strands.md privacy=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/privacy.md analytics-metadata-schema=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/analytics-metadata.schema.json strands-privacy=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/strands_privacy.py check-agent-events=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/check-agent-events.mjs otlp-replay=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/warehouses/otlp-replay.mjs redact-pii=https://raw.githubusercontent.com/amplitude/Amplitude-AI-Node/main/docs/integrations/redact-pii.mjs