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

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

An MCP server that gives agents IDE powers: symbol and reference lookup, symbol-level edits and renames via LSP or JetBrains

An MCP server with n8n node and template knowledge: the agent picks nodes, validates configs and, with API access, creates workflows in your n8n

An MCP server that lets an agent work on your computer: terminal and long-running processes, file search and edits, Excel, PDF and DOCX

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

The official draw.io MCP server: an agent builds diagrams from XML or Mermaid and opens them in the draw.io editor

The official MathWorks MCP server: the agent starts and quits MATLAB, writes and runs code, and checks it for errors and style

Official Cloudflare MCP server: the agent drives the whole Cloudflare API by searching the spec and running code

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

An MCP server and CLI covering all 113 Yandex Direct API v5 methods generated from WSDL, exposing 9 read tools by default and writes only on demand

Yandex Wiki official MCP: an agent searches and reads knowledge base pages, builds summaries and creates new pages on behalf of the employee

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

An MCP server that builds a code graph of functions, classes, calls and routes and answers the agent's structural queries locally

Local code structure graph: builds a repository map with tree-sitter and serves the assistant only the context a change actually touches over MCP

MCP tools and a CLI for a 3D building editor: the agent creates, inspects and edits architectural scenes

An MCP server that keeps large tool output out of the agent's context window and stores session memory in SQLite

Local screen and audio recording with natural language search, feeding your activity history to an agent via MCP

Control the Unity Editor from an agent over MCP: scenes and objects, C# scripts, assets, tests, profiling and builds

A Chrome extension with an MCP server: the agent drives your everyday browser with its sessions, tabs, bookmarks and history

MCP server that bridges IDA Pro with an agent: reading decompilation, renaming and typing, comments and running IDAPython right in the database

An MCP server to drive iOS and Android: simulators, emulators and real devices via accessibility trees and screenshots

A local codebase index with ten MCP tools: dependency graph, git history, code health and architectural decisions without re-grepping on every step