latitude-llm
Latitude is the open-source AI monitoring platform.
The Latitude MCP server connects AI coding assistants to Latitude's open-source AI monitoring and observability platform. It enables agents like Claude Code and Cursor to retrieve trace data, analyze failing AI executions, and access context needed to automatically fix issues in production AI applications. The server exposes Latitude's full feature set—including traces, sessions, signals, and semantic search—through the Model Context Protocol, allowing coding agents to understand where AI systems fail and generate targeted fixes with complete execution context.
Key Features
Use Cases
- 01Enable Claude Code or Cursor to automatically diagnose and fix failing AI agent executions
- 02Query production AI traces to understand patterns in multi-turn conversation failures
- 03Retrieve flagged traces and annotations for context-aware debugging by coding agents
- 04Generate regression test datasets from real production failures for CI/CD pipelines
- 05Monitor LLM application health and dispatch automated fixes when signals exceed thresholds
- 06Search semantically across historical traces to find similar failure modes and solutions
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latitude-llm — FAQ
What is the Latitude MCP server?+
The Latitude MCP server is a Model Context Protocol interface to Latitude's AI monitoring platform. It allows coding agents to programmatically access traces, failure signals, and execution context from your production AI applications.
How do I install the Latitude MCP server in Claude Desktop?+
Add the server configuration to your Claude Desktop config file with your Latitude API key and project slug. The server requires Node.js and connects via the @latitude-data/mcp package.
Which AI clients work with the Latitude MCP server?+
The server works with any MCP-compatible client including Claude Code, Claude Desktop, Cursor, Windsurf, and other coding agents that support the Model Context Protocol.
Do I need an API key to use the Latitude MCP server?+
Yes, you need a Latitude API key and project slug. You can obtain these by signing up at latitude.so, which includes 20K free credits per month and 30-day data retention.
Is the Latitude MCP server free to use?+
Yes, the MCP server is open-source under the MIT License. The hosted Latitude platform offers a free tier with 20K credits monthly, unlimited seats, and 30-day retention, or you can self-host the entire stack.
Can I self-host the Latitude platform that the MCP server connects to?+
Yes, Latitude is fully self-hostable using Docker Compose for single-host deployments, Kubernetes via Helm for clusters, or one-click deployment on Railway. All infrastructure is open-source.
How do I install latitude-llm?+
Open the source repository on GitHub and follow its README. latitude-llm is a mcp server — MCP Agents Market links you directly to the official repo.
Is latitude-llm free?+
latitude-llm is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.