monoscope
Monoscope lets you ingest and explore your logs, traces and metrics. We store these in S3 compatible buckets. Query in natural language via LLMs.
Monoscope is an open-source observability platform that exposes a Model Context Protocol (MCP) server for AI agents to query logs, metrics, and traces stored in S3-compatible buckets. It enables natural language searches, automated anomaly detection, and incident triage through MCP-aware clients like Claude Desktop, Cursor, and Cline. The platform includes Claude Code skills that let AI assistants investigate errors, write KQL queries, and perform on-call sweeps. Built on the TimeFusion time-series database, it offers cost-effective long-term storage and OpenTelemetry-native ingestion with 750+ integrations.
Key Features
Use Cases
- 01Let AI assistants investigate production incidents by querying logs and traces in natural language
- 02Automate on-call triage by having agents acknowledge issues and summarize error patterns
- 03Enable Claude Code to write and execute KQL queries for complex observability investigations
- 04Build custom monitoring agents that detect anomalies and send weekly summary reports
- 05Integrate observability data into AI workflows through the MCP protocol in Cursor or Cline
- 06Perform root-cause analysis with AI-assisted correlation of logs, metrics, and distributed traces
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monoscope — FAQ
What is Monoscope's MCP server?+
Monoscope exposes a Model Context Protocol server at /api/v1/mcp that allows MCP-aware AI clients to search observability data, manage monitors and dashboards, triage issues, and run composite workflows like natural-language search and AI-assisted root-cause analysis.
How do I connect Monoscope to Claude Desktop or Cursor?+
Add the MCP server configuration to your client's config file with the URL https://api.monoscope.tech/api/v1/mcp and an Authorization bearer token. For Claude Code skills, install via 'claude plugin marketplace add monoscope-tech/skills' followed by 'claude plugin install monoscope-skills@monoscope-skills'.
Which AI clients work with Monoscope?+
Monoscope's MCP server works with any MCP-aware client including Claude Desktop, Cursor, Cline, and custom agents. The Claude Code skills plugin is designed for Claude Code but can be used via npx in other agents like Copilot.
Do I need an API key to use Monoscope?+
For the cloud offering, you need an API key for the MCP server authorization header. For self-hosted deployments, you manage authentication yourself and can use local endpoints without external API keys.
Is Monoscope free to use?+
The self-hosted version is free and open-source under AGPL-3.0 license. The cloud offering uses usage-based pricing, though both options require you to bring your own S3 buckets for data storage.
What are the prerequisites for running Monoscope?+
You need S3-compatible storage buckets for data, Docker for quick start deployment, and optionally OpenTelemetry instrumentation for your applications. For AI features, you'll need to configure LLM access for natural language queries.
How do I install monoscope?+
Open the source repository on GitHub and follow its README. monoscope is a mcp server — MCP Agents Market links you directly to the official repo.
Is monoscope free?+
monoscope is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.