MCP servers for Codex CLI

Making Apple docs AI-readable

Compile your own business capabilities from declarative YAML and serve them as MCP tools.

Official MCP Server for Mailtrap

SAP GUI for Windows automation for AI agents - 60 structured tools via SAP GUI Scripting API

Code indexing library with tree-sitter chunking and vector+FTS search for AI coding agents

Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.

Skylight Calendar for Claude — family events, chores, and rewards.

Figma MCP server with full read/write access via plugin — no API token, no rate limits. 73 tools.

Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.

Reusable MCP server + Chinese RAG pipeline toolkit (factory + Tool builder + error envelope + eval framework). Powers @yiong/mcp-hr

First MCP server for NVIDIA NIM FLUX — Generate and edit images using FLUX.1 models with your existing NVIDIA API key. No extra

MCP server for fetching and searching documentation

Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI

Honest, ATS-safe CVs and cover letters from a skill inventory you confirm yourself.

MCP server for video analysis — extracts transcripts, key frames, OCR text, and metadata from video URLs and local files. Supports Loom

Code Graph MCP Server

Fail-closed, change-aware verification for AI coding agents with affected-test guidance.

AppFlowy MCP server for workspace, space, page, database, and row operations

Control Ableton Live with 156 typed tools for music production and offline .als analysis.

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking