MCP servers for Codex CLI

Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP server.

Deterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.

MCP server for Windows Remote Management (WinRM) with secure domain authentication

FastMCP server exposing Wiswa settings discovery for AI assistants.

MCP-MCP: Meta-MCP Server for dynamic MCP server discovery and provisioning

Architecture diagram with concurrency capacity and bottleneck estimates from any codebase.

MCP career tools for job search, resume matching, application tracking, and employer research.

MCP server for text readability analysis and AI content detection with ML-based scoring

MCP server for controlling Wyze smart home devices

Pre-execution audit for autonomous agents. Independent receipt before irreversible actions.

MCP server for enabling memory of multiple projects for through a knowledge graph

NASA CDAWeb data access for heliophysics — browse observatories, inspect parameters, fetch CDF data

Xiaoya education management MCP server - course resources, Markdown rich-text questions, and student answer grading tools

MCP server for reading and writing xlsx files on Google Drive

MCP server providing X-ray interaction data via xraylib

MCP server for Yandex Metrika analytics

CLI + MCP server that indexes local codebases into Qdrant using OpenAI-compatible embeddings, then exposes semantic search to Claude Code

YaparAI Enterprise MCP Server — Social Media & CRM tools for Claude, Cursor, Windsurf

YaparAI MCP Server — Generate images, videos, and music with AI directly from Claude Desktop, Cursor, and Windsurf

Drive terminal coding agents by voice, with receipts that never claim more than they proved.

A lightweight tool that locally caches Figma files and serves them as an MCP server