# Agnost AI ## Docs - [Agnost MCP Server](https://docs.agnost.ai/agnost-mcp-server.md): Query your Agnost dashboard from Claude Desktop, Cursor, and any MCP client - [Python Anthropic SDK (low-level)](https://docs.agnost.ai/anthropic-low-level.md): Add Agnost AI analytics to your low-level Anthropic MCP server - [Apify Actors](https://docs.agnost.ai/apify.md): Add Agnost AI analytics to your Apify Actors - [Authentication](https://docs.agnost.ai/authentication.md): How Agnost authenticates ingestion, dashboard, and API requests - [Capture Event](https://docs.agnost.ai/capture-event.md): Record one turn-pair or tool call within a session - [Capture Session](https://docs.agnost.ai/capture-session.md): Start a session at the beginning of a conversation - [Configuration](https://docs.agnost.ai/configuration.md): Configure the Agnost AI Python SDK for conversation tracking - [Getting Started](https://docs.agnost.ai/conversation-quickstart.md): Track AI conversations and interactions with Agnost AI - [Conversational Agents](https://docs.agnost.ai/conversational-overview.md): Track every AI interaction your agent makes: latency, inputs, outputs, and users - [Data Governance](https://docs.agnost.ai/data-governance.md): How to send production conversation data to Agnost while minimizing sensitive data exposure - [Errors](https://docs.agnost.ai/errors.md): Common API and ingestion errors - [Python FastMCP](https://docs.agnost.ai/fastmcp.md): Add Agnost AI analytics to your FastMCP server - [Go MCP SDK](https://docs.agnost.ai/golang-sdk.md): Add Agnost AI analytics to your Go MCP server - [What is Agnost AI?](https://docs.agnost.ai/index.md): Production monitoring that catches AI agent failures your evals miss - [MCP Servers](https://docs.agnost.ai/mcp-overview.md): Add observability to any MCP server with one line of code - [MCP Toolbox for Databases](https://docs.agnost.ai/mcp-toolbox.md): Add Agnost AI analytics to Google's MCP Toolbox for Databases - [OpenTelemetry (OTel)](https://docs.agnost.ai/otel.md): Send traces from any OTel-instrumented AI framework directly to Agnost AI - [Agno](https://docs.agnost.ai/otel-agno.md): Capture traces from Agno agents and teams - [Anthropic SDK (Python)](https://docs.agnost.ai/otel-anthropic.md): Capture traces from the Anthropic Python SDK with OpenInference - [CrewAI](https://docs.agnost.ai/otel-crewai.md): Capture traces from CrewAI crews with OpenLit - [DSPy](https://docs.agnost.ai/otel-dspy.md): Capture traces from DSPy modules and optimizers - [LangChain](https://docs.agnost.ai/otel-langchain.md): Capture traces from LangChain / LangGraph via LangSmith's OTel mode - [Mastra](https://docs.agnost.ai/otel-mastra.md): Capture traces from Mastra agents with the Observability + OtelExporter API - [MCP Toolbox for Databases](https://docs.agnost.ai/otel-mcp-toolbox.md): Send MCP Toolbox traces to Agnost over OTLP - [OpenAI SDK](https://docs.agnost.ai/otel-openai.md): Capture traces from the OpenAI Python or TypeScript SDK with OpenInference - [OpenAI Agents SDK](https://docs.agnost.ai/otel-openai-agents.md): Capture traces from the OpenAI Agents SDK over OTLP - [Pydantic AI](https://docs.agnost.ai/otel-pydantic-ai.md): Capture traces from Pydantic AI by pointing Logfire at Agnost - [Spectrum-TS](https://docs.agnost.ai/otel-spectrum-ts.md): Capture traces from Photon Spectrum-TS with native OpenTelemetry telemetry - [Vercel AI SDK](https://docs.agnost.ai/otel-vercel-ai.md): Capture traces from the Vercel AI SDK with experimental_telemetry - [VoltAgent](https://docs.agnost.ai/otel-voltagent.md): Capture traces from VoltAgent agents over OTLP - [Python Conversation SDK](https://docs.agnost.ai/python-conversation.md): Track any AI interaction with begin() / end() - [Quickstart](https://docs.agnost.ai/quickstart.md): Send your first AI interaction to Agnost AI - [Roadmap](https://docs.agnost.ai/roadmap.md): Product roadmap for Agnost AI - [SDKs](https://docs.agnost.ai/sdks.md): Agnost SDKs and when to use each one - [Security & Trust](https://docs.agnost.ai/security.md): Security, privacy, and procurement guidance for Agnost AI - [TypeScript Conversation SDK](https://docs.agnost.ai/typescript-conversation.md): Track any AI interaction with begin() / end() - [TypeScript MCP SDK](https://docs.agnost.ai/typescript-sdk.md): Add Agnost AI analytics to your TypeScript MCP server ## OpenAPI Specs - [openapi](https://docs.agnost.ai/openapi.yaml)