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 context compression for agents: tool outputs, logs, files and RAG chunks shrink before reaching the LLM. Proxy, CLI, library and MCP

Up-to-date, version-specific library docs and code examples in your agent's context, via MCP or a CLI plus skill

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

GitHub's official MCP server: code, issues, pull requests, Actions and security alerts straight from the agent

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

An MCP server and Blender addon: the agent creates and edits objects, materials and scenes, pulls assets and runs Python in Blender

Official Apify MCP server: the agent runs ready-made Apify Store scrapers for social media, maps, search and shops

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

Microsoft's official MCP server for Azure DevOps: work items, repos, builds, test plans and wikis from your agent

An MCP server for GitLab and self-hosted instances: projects, merge requests, issues, pipelines, wiki and releases

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

An open-source Claude Design alternative that builds prototypes, decks, dashboards and video through your local agents

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

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

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

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

Resend's official MCP server: send and read email, manage contacts, broadcasts, domains and webhooks from your agent

Kagi's official MCP server: web, news, video and image search, plus page extraction to Markdown

Svelte's official MCP server and plugin: current docs, component autofixing and Svelte 5 skills

Self-hosted MCP server for running commands on remote servers over SSH, with tokens and roles

A Unity plugin with an MCP server, skills and CLI: the agent drives scenes, assets, scripts and tests in the Unity Editor