The Context Company

The Context Company is an observability and analytics platform for AI agents running in production. It ingests traces and conversations from an agent, analyzes each run as it arrives and surfaces recurring patterns, conversation topics and account level signals such as unmet requests, friction points, cost outliers and quality drops. The goal is to show engineering and product teams what users actually ask for and where the agent fails. A central feature is access over the Model Context Protocol. A coding agent in the developer's IDE can pull runs, sessions, patterns, topics and recaps, read the relevant prompts and tool handlers in the repository, and propose a fix that the developer reviews and ships. Teams can also receive Slack alerts and daily recaps, ask questions in natural language, and compare cost, quality and usage before and after a change. Traces can be sent from the Vercel AI SDK, Claude Agent SDK, LangChain, LangGraph, CrewAI and custom agents. The Developer plan is free and covers the latest 1,000 runs with 7 day history, 3 seats, runs and traces with cost, token and latency tracking, keyword search, filters, user feedback and raw runs over MCP. Pro costs $400 per month and includes 25,000 runs, then $0.001 per additional run, plus automatic pattern detection, topics, Insight Search, Slack alerts, 30 day retention and 10 seats. Enterprise pricing is custom and adds dedicated onboarding, HIPAA support with BAAs, edge PII redaction, SSO, SLAs and custom retention and residency.