MCP servers for Devin Desktop

Self-verifying operational manifest for coding agents. npx warmstart init.

MCP server for AI-driven waveform analysis via wavekit

Local-first MCP server for documenting a codebase as you work in it — architecture diagrams and notes stored in the repo, versioned in git

MCP server for the Web UI Component Specification — behavioral specs, tests, and principles for web UI component libraries

Model Context Protocol server for Webex Teams — manage rooms, messages, and memberships via AI assistants

Adaptive web research for AI coding agents — 91% of Deep Research quality at 5% cost

MCP server for reading webpages and web search

MCP server for transcribing Telegram voice messages using Whisper, with Kokoro/OpenAI TTS voice replies

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