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GitHub's official server for repos, issues, PRs, and Actions — local Docker or hosted remote.
Microsoft's official browser-automation MCP using Playwright's accessibility tree (no vision model).
Give your agent Microsoft's MarkItDown: convert PDFs, Office docs, images, and URLs into LLM-ready Markdown.
Mem0's local-first memory layer: a Dockerized MCP server plus dashboard that keeps agent memories on your machine.
Gives AI assistants deep knowledge of 2,000+ n8n nodes, plus optional workflow management on your own n8n instance.
The renamed zen-mcp-server: routes Claude Code, Codex or Cursor to Gemini, GPT, Grok and local models in one context.
Build, run, and debug iOS & macOS apps in Xcode from your AI coding agent.
Popular community Playwright + API testing MCP server with codegen, screenshots, and device emulation.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Convert PDFs, Office docs, images, audio, and web pages into Markdown for LLM consumption.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Grafana's official server for dashboards, Prometheus/Loki queries, alerts, and incidents.
Computer-use MCP server that automates Windows desktop and browser apps via the accessibility tree.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Secure, structured access to MySQL databases for AI clients — query, sample, and inspect schemas via MCP.
Control DaVinci Resolve Studio from AI assistants via the official Scripting API, with source-safe media tooling.
Control your entire Kubernetes infrastructure through natural language conversations with AI.
Your AI assistant's gateway to Google Sheets — read, write, format, and chart spreadsheets via MCP.
AI-friendly MCP server for the Notion API — find, read, query, and update Notion workspaces with compact, agent-ready responses.
AI-powered IDE assistance for the Intlayer i18n ecosystem: docs, CLI, and dictionary management.
Official Chroma server: create collections and run vector, full-text, and metadata search.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
CLI and MCP server for YouTube — upload, optimize, and manage videos, playlists, comments, and channel branding.
Community server to manage Railway.app projects, services, and deployments via your agent.
Control Android devices with AI through the Model Context Protocol via ADB.
Drive AutoCAD LT via AutoLISP or generate DXF headlessly — 8 consolidated tools for drafting, P&ID and screenshots.
Search, create, update and aggregate Odoo ERP records from AI assistants via XML-RPC.
Smart context management for LLM workflows — rule-based file selection shared via MCP or clipboard.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
MCP server + embedded terminal that lets Claude Code see, edit, and run your ComfyUI workflows.
Official Portainer MCP server: manage Docker, Kubernetes, and GitOps environments via the Portainer REST API.
Render Mermaid diagrams in Claude Code with live-reload browser preview and SVG/PNG/PDF export.
Interact with Apache Airflow's REST API through MCP — manage DAGs, runs, tasks, variables, connections, and more.
Centralize ESP-IDF/ESP32 commands and drive embedded builds, flashing, and tests via LLM-driven MCP tools.
Native macOS integration with Apple Reminders and Calendar via EventKit
Webflow's official MCP server: agents manage CMS, pages and the live Designer canvas via OAuth at mcp.webflow.com.
Lets agents fetch, create and update Zendesk tickets and comments, with Help Center articles as a knowledge base.
Integrate the LLDB debugger with Claude via MCP for AI-assisted debugging sessions.
Turn your codebase into a queryable knowledge base: search, impact analysis, ownership, dead code — via MCP.
Official Recraft server for raster and vector image generation, vectorization, and editing.
Prisma's official MCP: run migrations, provision Prisma Postgres, execute SQL and manage backups from your agent.
MCP server for spatial transcriptomics analysis via natural language
Manage Storyblok spaces, stories, components, assets, and workflows from your AI assistant.
Autonomous browser automation for Claude Desktop via Playwright, plus an HTTP API client.
Give AI agents eyes and hands on any desktop via native accessibility APIs — no vision model required.
AI-friendly electronic signatures: create, edit, send, and manage Markdown-based contracts via the eSignatures.com API.
Community server that captures website screenshots via the ScreenshotOne API.
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Converts raw HTML into compressed, AI-readable page maps (97% token reduction) so agents can read and act on any web page.
Local MCP server for surgical, formatting-preserving edits to existing Word (.docx) and OpenDocument (.odt) files.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.
Control Kestra workflow orchestration — manage flows, executions, files, KV and more from your AI client.
Explore .NET assemblies, namespaces, types and NuGet packages via reflection so AI agents write accurate code.
Generate, validate, and optimize accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft surfaces.
Connect AI agents to OPC UA industrial systems to monitor, analyze, and control operational data in real time.
Let AI agents run code inside live, stateful R sessions for real data-analysis workflows.
ClickUp's first-party hosted MCP server with OAuth for tasks, docs, comments, and reporting.