Reference Servers

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

Generates and queries a graph representation of a codebase.

An MCP server for managing Ray clusters, jobs, and distributed computing workflows.

A test server demonstrating all features of the MCP protocol, including prompts, tools, resources, and sampling.

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase. Pre-built index committed to git, instant queries via MCP.

A unified MCP server that aggregates multiple MCP servers into a single endpoint.

A server for storing and retrieving personalized coding patterns from a local JSONL file.

Turn natural language into powerful Perfetto trace analysis. Quickly explain jank, diagnose ANRs, spot CPU hot threads, uncover lock contention, and find memory leaks.

A server for integrating with Jenkins CI/CD to manage and trigger builds.

Run AI workflows from glif.app using the Glif MCP server.

Backlinks tracker and management tools for MyBacklinks.app.