MCP servers

An MCP server built into the Netdata agent: metrics, logs, alerts and live process, service and container data for an AI assistant

Local memory for agents: stores conversations and project files verbatim and retrieves them with semantic search over MCP

The Chrome DevTools team's official MCP server: the agent drives a live Chrome, reads network and console, and records performance traces

Official Exa MCP server: web search, reading pages as Markdown and multi-step research via Exa Agent

Laravel's official MCP server, guidelines and skills: the agent sees the DB schema, logs and package versions and searches ecosystem docs

Figma's official MCP server: code from a selected frame, design system variables and components, and writing designs to the canvas

An MCP server and skills from TigerData that help agents write PostgreSQL schemas and queries from current docs and practices

Connects an agent to a running Next.js 16+ dev server: errors, routes, logs and docs for your installed version

Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools

Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call

A semantic code search MCP server: indexes the project into a vector database and gives the agent only relevant snippets

An MCP server that lets Claude Code, Codex and other agents call Gemini, GPT, Grok and local models for review, debugging and consensus

A local codebase index for agents: hybrid search, dependency graphs and change impact analysis

An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck