# The Context Company ## Docs - [API](https://docs.thecontextcompany.com/access-data/api.md): Query your observability data programmatically using the Context Company REST API. - [MCP](https://docs.thecontextcompany.com/access-data/mcp.md): Connect your AI coding tools to query development and production observability data using the Model Context Protocol. - [Concepts](https://docs.thecontextcompany.com/concepts.md): Core concepts for understanding how The Context Company tracks your AI agent's behavior - [Contact](https://docs.thecontextcompany.com/contact.md): Get in touch with The Context Company team for support, demos, or questions - [Environments](https://docs.thecontextcompany.com/environments.md): Deploy AI agent observability across production, development, and local environments - [Data privacy](https://docs.thecontextcompany.com/features/data-privacy.md): How we handle your data and protect your privacy. - [Insight search](https://docs.thecontextcompany.com/features/insight-search.md): Ask anything about your AI agent's performance in natural language and get instant, data-backed answers. - [Patterns](https://docs.thecontextcompany.com/features/patterns.md): Detect and monitor behavioral patterns in your AI agent's interactions, from built-in signals to custom classifiers. - [PII redaction](https://docs.thecontextcompany.com/features/pii-redaction.md): Automatically redact sensitive information from your AI traces before they are stored. - [Slack](https://docs.thecontextcompany.com/features/slack.md): Connect Slack to receive scheduled reports, query your agent data, and get real-time pattern alerts. - [Recaps](https://docs.thecontextcompany.com/features/weekly-insights.md): AI-powered performance recaps that surface the trends, anomalies, and runs that matter most. - [Agno](https://docs.thecontextcompany.com/frameworks/agno/index.md): Set up AI agent observability for Python apps using the Agno framework integration. - [Claude Agent SDK](https://docs.thecontextcompany.com/frameworks/claude-agent-sdk/index.md): Integrate The Context Company with Claude Agent SDK - [CrewAI](https://docs.thecontextcompany.com/frameworks/crewai/index.md): Set up AI agent observability for Python apps using the CrewAI framework integration. - [LiteLLM integration](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/python/litellm.md): Use LiteLLM with The Context Company custom instrumentation for Python - [Run Usage](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/python/runs.md): Using runs with The Context Company custom instrumentation for Python - [Setup](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/python/setup.md): Setup The Context Company custom instrumentation for Python - [Step Usage](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/python/steps.md): Using steps with The Context Company custom instrumentation for Python - [Tool call usage](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/python/tool-calls.md): Using tool calls with The Context Company custom instrumentation for Python - [Run usage](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/typescript/runs.md): Using runs with The Context Company custom instrumentation for TypeScript - [Setup](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/typescript/setup.md): Setup The Context Company custom instrumentation for TypeScript - [Step usage](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/typescript/steps.md): Using steps with The Context Company custom instrumentation for TypeScript - [Tool call usage](https://docs.thecontextcompany.com/frameworks/custom-instrumentation/typescript/tool-calls.md): Using tool calls with The Context Company custom instrumentation for TypeScript - [LangChain & LangGraph](https://docs.thecontextcompany.com/frameworks/langchain-langgraph/index.md): Integrate The Context Company with LangChain and LangGraph - [Mastra](https://docs.thecontextcompany.com/frameworks/mastra/index.md): Set up AI agent observability for Mastra apps with tracing, custom metadata, and user feedback. - [OpenClaw](https://docs.thecontextcompany.com/frameworks/openclaw/index.md): Set up AI agent observability for OpenClaw apps with automatic tracing of LLM calls, tool executions, and agent lifecycle events. - [Pi](https://docs.thecontextcompany.com/frameworks/pi-mono/index.md): Integrate The Context Company with Pi using the Pi CLI extension or the Pi Agent SDK. - [Vercel AI SDK](https://docs.thecontextcompany.com/frameworks/vercel-ai-sdk/index.md): Set up AI agent observability for Next.js and Node.js apps using the Vercel AI SDK integration. - [Introduction](https://docs.thecontextcompany.com/index.md): Understand how users interact with your AI agents and catch the failures that traditional monitoring misses