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Powerful local filesystem + terminal MCP server: search, diff-edit files, and run shell commands.
Bulk Kubernetes port forwarding with an MCP server that lets AI assistants forward services, inspect pods, and monitor traffic.
Built-in MCP server for the open-source Kubernetes UI — lets AI assistants query and operate your cluster.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Control DaVinci Resolve Studio from AI assistants via the official Scripting API, with source-safe media tooling.
Search and explore any OpenAPI spec in simple language, via oapis.org.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
Run Manim animation code from your MCP client and get back rendered videos.
Execute shell commands on remote Linux and Windows servers over SSH via MCP.
High-performance community ClickUp server for tasks, docs, chat, time tracking, and more.
Connect AI assistants to Discord — manage channels, messages, roles, members, events and more via a JDA-powered bot.
Control iOS simulators with natural-language commands from your LLM, powered by Facebook's idb.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Let LLMs run shell commands and processes on the host machine via a single run_process tool.
Grounded access to the FLOX trading framework surface for AI coding agents.
Extract text, images, and metadata from local or URL PDFs as structured output, dir-confined.
Automate Excel via AI - Power Query, DAX, VBA, PivotTables, charts through Excel's native COM API (Windows only).
Official Portainer MCP server: manage Docker, Kubernetes, and GitOps environments via the Portainer REST API.
Securely execute whitelisted shell commands over MCP, with stdin, argv pipelines, timeouts, and audit logging.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Query Axiom logs and events with APL via Axiom's hosted remote MCP server.
Native Safari browser automation for AI agents on macOS — 80 tools, your real logged-in browser, no Chrome.
Integrate the LLDB debugger with Claude via MCP for AI-assisted debugging sessions.