# monocle.sh

> Observability platform

## Docs

- [Changelog](https://docs.monocle.sh/changelog.md): See what's new in Monocle
- [Access & Permissions](https://docs.monocle.sh/features/access-and-permissions.md): Understand how roles, teams, and application access work in Monocle
- [AI Agents](https://docs.monocle.sh/features/ai-agents.md): Monitor LLM calls, token usage, costs, and conversation flows
- [Cache](https://docs.monocle.sh/features/cache.md): Monitor cache hit rates, latency, and per-key performance
- [Custom Dashboards](https://docs.monocle.sh/features/custom-dashboards.md): Build personalized dashboards to visualize any OpenTelemetry metric
- [Discord](https://docs.monocle.sh/features/integrations/discord.md): Get uptime alerts delivered to your Discord channels
- [GitHub](https://docs.monocle.sh/features/integrations/github.md): Link repositories and create issues from Monocle exceptions
- [Linear](https://docs.monocle.sh/features/integrations/linear.md): Create and sync issues between Monocle and Linear
- [Slack](https://docs.monocle.sh/features/integrations/slack.md): Get uptime alerts delivered to your Slack channels
- [Job Sampling](https://docs.monocle.sh/features/job-sampling.md): Reduce trace volume for high-throughput jobs while keeping failed executions
- [Jobs](https://docs.monocle.sh/features/jobs.md): Monitor background job execution, failures, and performance
- [Monocle MCP Server](https://docs.monocle.sh/features/mcp.md): Connect AI assistants to your observability data
- [MCP Monitoring](https://docs.monocle.sh/features/mcp-monitoring.md): Monitor how your MCP server is being used by AI tools
- [Uptime Monitoring](https://docs.monocle.sh/features/uptime-monitoring.md): Monitor your services availability with health checks
- [AdonisJS](https://docs.monocle.sh/frameworks/adonisjs.md): Install and configure the Monocle agent in your AdonisJS application
- [Effect](https://docs.monocle.sh/frameworks/effect.md): Install and configure the Monocle agent in your Effect application
- [Bentocache](https://docs.monocle.sh/instrumentations/bentocache.md): Instrument Bentocache cache operations for observability
- [@boringnode/queue](https://docs.monocle.sh/instrumentations/boringnode-queue.md): Instrument @boringnode/queue job queues for observability
- [BullMQ](https://docs.monocle.sh/instrumentations/bullmq.md): Instrument BullMQ job queues for observability
- [Mastra](https://docs.monocle.sh/instrumentations/mastra.md): Instrument Mastra agents and workflows for AI observability
- [@modelcontextprotocol/sdk](https://docs.monocle.sh/instrumentations/mcp-server.md): Instrument your Model Context Protocol server for observability
- [Vercel AI SDK](https://docs.monocle.sh/instrumentations/vercel-ai.md): Instrument the Vercel AI SDK for LLM observability
- [Introduction](https://docs.monocle.sh/introduction.md): Observability platform built on OpenTelemetry
- [Pricing & Limits](https://docs.monocle.sh/pricing-and-usage.md): Plans, usage limits, data retention, and how billing works
- [CLI Commands](https://docs.monocle.sh/studio/cli.md): Query traces, logs, and errors from Monocle Studio directly in your terminal
- [Desktop App](https://docs.monocle.sh/studio/desktop-app.md): Run Monocle Studio as a standalone desktop application, no terminal needed
- [MCP Server](https://docs.monocle.sh/studio/mcp.md): Connect Claude Code, Cursor, or any MCP client to your local traces, logs, and queries
- [Monocle Studio](https://docs.monocle.sh/studio/overview.md): Local observability for development — traces, logs, exceptions, and queries in your browser
- [Support](https://docs.monocle.sh/support.md): Get help from the Monocle team

## OpenAPI Specs

- [openapi](https://docs.monocle.sh/api-reference/openapi.json)