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

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 and CLI from Sentry for building, running and testing Xcode iOS and macOS projects from an AI agent

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

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

Jina AI's official remote MCP server: pages to Markdown, web search, arXiv, reranking and embeddings

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

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

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

A context database for agents: cross-session memory, documents and skills in one viking:// file tree, reachable through MCP and hooks

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

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

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

Long-term agent memory in local Markdown files with a link graph, semantic search and MCP access

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

An MCP server for an Obsidian vault: read, search and precisely edit notes, sections, frontmatter and tags

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