Best Al AI Skills & MCP Servers

Composite brick — orchestrates smartread, cache, compress, tokenbudget, and overview to deliver optimal context within a token budget.

Multi-source research — collect info from multiple files/sources, synthesize findings, validate consistency.

Standalone Node MCP server: semantic search + knowledge graph + vault editing for Obsidian, no plugin required.

MCP Server for Regle

UniFi semantic analysis MCP server — fleet health, anomaly detection, cross-site analytics on top of Cloud API

65+ real GitHub Actions errors, queryable by agents. CLI + MCP server + Copilot skills + error database.

Local Markdown documentation hub with a built-in MCP server — coding agents create ADRs, draw diagrams and detect drift while you code.

Model Context Protocol server for MDMagic — convert Markdown to professional DOCX, PDF, and HTML using MDMagic templates.

Local-first MCP server for Claude/Codex project wiki and graph workflows

AI team coordination — loads dispatch, parallel, debate, review, agent for multi-agent orchestration.

Model Context Protocol server for static analysis of Go codebases with shadow SQLite indexing, background sync, call graphs, import graphs, interface topology, struct lifecycle, endpoints, maintainability metrics, and repo-aware config.

Fast Markdown linter and formatter with localized CLI help and version aliases.

Structured decision-making — define options, analyze tradeoffs, recommend, and record decisions.

agentry MCP server — the canonical entry point. Drop it into Claude Code, Cursor or any MCP-compatible AI and your assistant can read your app's errors, analytics and deploys directly.

MCP server for Carbonstop Agent internal skill APIs

MCP server for running GitHub Actions workflows locally

MCP server for Estonian e-arveldaja (e-Financials) API

MooseRunner boosts PlayMode testing with Hot Reload, MCP for AIs, timescale control, and Task support. It enables rapid iteration, auto test reruns, full documentation and dedicated support.

MCP server for the Coalesce Catalog Public GraphQL API; covers tables, columns, dashboards, lineage, governance, and asset metadata across the warehouse and BI layer.

MCP server that gives AI agents full situational awareness of any web component library

Persistent SSH PTY session manager for MCP clients with actor-aware input tracking, terminal-style dashboard rendering, and automatic session cleanup.

Node.js MCP server for GitLab code review operations with AI integration support

Parallel execution coordination — run tasks concurrently, collect results, merge outputs, handle timeouts.

MCP server for Simten. Live circuit simulation with real-time browser push via WebSocket.