MCP servers

Editors’ pick

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

MCP serverMedium risk80.5K
Editors’ pick

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

MCP serverMedium risk59.1K
Editors’ pick

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

MCP serverMedium risk52K
Editors’ pick

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

MCP serverMedium risk5K
Editors’ pick

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

MCP serverMedium risk3.6K
Editors’ pick

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

MCP serverMedium risk2K
Editors’ pick

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

MCP serverMedium risk1.8K
Editors’ pick

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

MCP serverMedium risk820

Hugging Face MCP Server

Hugging Face Official MCP Server

Editors’ pick

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

MCP serverMedium risk294

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

MCP serverMedium risk70.9K

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

MCP serverMedium risk12.5K

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

MCP serverMedium risk11.7K

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

MCP serverMedium risk3.3K

The experimental official Google Analytics 4 MCP server: reports, funnels and realtime data on request

MCP serverMedium risk3.2K

Google Search Console MCP

Google Search Console MCP Server for SEOs

An MCP server for Google Search Console: queries and pages with clicks and positions, URL indexing checks, sitemaps and ready SEO skills

MCP serverMedium risk1.5K

DuckDB / MotherDuck MCP Server

DuckDB / MotherDuck Local MCP Server

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

MCP serverMedium risk521

Buyer-side Ozon MCP server: product search, product pages with prices and stock, customer reviews

MCP serverMedium riskRussian stack64

An MCP server for Yandex Direct, Metrica, Wordstat and Audience analytics: raw reports, data joins and an HTML dashboard

MCP serverMedium riskRussian stack8

Hosted MaxStat MCP server for searching and analyzing channels and posts in the MAX messenger

MCP serverMedium riskRussian stack2