Best Ar AI Skills & MCP Servers

Full project audit workflow — code quality review, security scan, architecture analysis, and metrics report.

Browser SDK for Tesseron. Declares actions and resources, opens a WebSocket to the local gateway.

Knowledge base — index documents, search by content, fetch entries, purge stale data, rank by relevance.

Change impact analysis — given a file or symbol, find what files are affected by a change.

MCP server middleware for atrib. Signed receipts for every tool call, one-line integration.

Project onboarding workflow — auto-discover project structure, conventions, and key files for a new contributor or AI agent.

Model Context Protocol server for Meta Marketing API integration

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.

Graph clustering — detect communities, explain groupings, identify architecture layers.

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

Inline, extract, and move refactoring — inline variables/functions, extract code to new functions, move between files.

Track and report token savings — compare FocusMCP usage vs naive full-read, trend over time, ROI.

Tesseron documentation as an MCP server. Search and read the Tesseron protocol + SDK docs from any MCP-compatible AI client.

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

Semantic search using TF-IDF vector space — cosine similarity, intent matching, document similarity.

Task management for multi-agent workflows — create tasks, assign to agents, track status, mark complete.

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

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

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

MCP server for VC Deal Flow Signal — search startup engineering acceleration data across 20 sectors. Commit velocity, contributor growth, and repo expansion signals for seed/Series A investors.

Yahoo Finance MCP Server - Real-time stock data, company info, financial statements, and market analysis via Model Context Protocol

MCP server for Datadog API - monitors, logs, metrics, traces, dashboards and more

MCP (Model Context Protocol) server providing AI coding agents with universal, language-agnostic development rules. Includes coding standards, testing workflows, git conventions, plan creation/execution protocols, and intelligent project analysis for auto