MCP servers

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

Indexes a codebase into a knowledge graph and gives the agent call chains, change blast radius and code search over MCP

Microsoft's official MCP server for driving a browser with Playwright through the accessibility tree, no screenshots needed

A task manager for AI-driven development: breaks a PRD into dependent tasks and guides the agent through them via MCP or CLI

An MCP server that gives the agent simplified Figma layout data from a link so it can build the screen more accurately than from a screenshot

Official Firecrawl MCP server: web search, page scraping to Markdown, site crawling and in-page actions

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

Perplexity's official MCP server: web search, quick answers, reasoning and deep research through the Perplexity API

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

SonarSource's official MCP server: quality and security issues, quality gates and code analysis from SonarQube Server and Cloud

Long-term memory for agents: a remote MCP server, plugins for Claude Code, Cursor and Codex, and an API for your own apps

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

A remote MCP server that gives the agent docs and code of any public GitHub repository with nothing to install

21st.dev MCP server and plugin: search ready React/Tailwind components and logos and generate UI from your agent

Official MiniMax MCP server: text to speech, voice cloning and design, image and video generation

Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning

Ref's MCP server: documentation search for APIs and libraries that hands the agent only the relevant parts of pages

An MCP server from LangChain that serves docs from the llms.txt files you choose, with auditable tool calls

An MCP server for Prometheus: the agent runs PromQL queries, discovers metrics and checks scrape targets

An MCP server for analyzing large 1C codebases with less context: the agent runs scripts server-side and gets only a compact result

Official AgentQL MCP server: extracts structured data from a web page based on a field description

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

MCP server for the Lineai platform (formerly CodeLogic): impact analysis of code and database changes from a dependency graph

DataLikers MCP server for Instagram data: profiles, posts, hashtags, locations, stories and music