Best Project AI Skills & MCP Servers

PlanFlow MCP Server for Claude Code - AI-native project management from your terminal

An MCP server for interacting with Linear's API, providing tools for managing issues, projects, and teams

Model Context Protocol server for MySQL database integration with dynamic per-project permissions

MCP server for GitHub Projects V2 - Ralph workflow automation

A comprehensive Model Context Protocol server for Jira integration with issue management, board operations, time tracking, and project management capabilities

An MCP server for interacting with Linear's API, providing tools for managing issues, projects, and teams

A Jira-like project tracker MCP server for AI agents. SQLite-backed, per-project scoped, with full hierarchy (Projects > Epics > Tasks > Subtasks), activity logging, and a dashboard — so LLMs never lose track.

MCP server for spec-driven development workflow with real-time web dashboard

Connect Claude Code sessions across projects via shared context bundles

MCP server for TensorFeed.ai - AI news, status, model data, and premium endpoints (routing, cost projection, forecast, history series, news search, webhook watches with digest tier, enriched directory) for AI agents

MCP server for Huly integration

The AIReady AST-aware Model Context Protocol (MCP) Server. Explore and navigate multi-project TypeScript/JavaScript codebases with high precision using AST and type information.

CLI for managing decocms.com apps & projects

Unified AI coding agent with MCP integration for Claude, VS Code, and Kiro IDE. Features persistent knowledge graph via OverdriveDB, token compression (60-80%), multi-model switching, and shared/independent project modes.

Burningbros BBPM MCP — Model Context Protocol server exposing the BB Project Management API to Claude. Create issues, assign tasks, comment, and query the board from a chat prompt.

Arguslog MCP server — exposes the full Arguslog API (issues, projects, orgs, alerts, releases, tier admin, …) as Model Context Protocol tools. Authenticate with a Personal Access Token from the dashboard.

Develosaur MCP server — AI agents track development progress in real-time. Successor to @develosaur/mcp 1.6.x (re-homed to the @develosaur-ai org).

AI copilot for TouchDesigner with live MCP control — 106 tools, focus + locations, hint injection, component notes, POPx inspection, knowledge corpus, project lifecycle control, technique memory, typed patch sessions, agent activity log, one-tool self-upd

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

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

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

Project-local RAG memory MCP server — knowledge graph + multilingual vector + FTS5 in a single SQLite file. Per-project isolation, 30 MCP tools, codepoint-safe chunking (Korean/CJK/emoji).

API route detection — scan projects for Express, Fastify, Next.js, SvelteKit route definitions.

The Autonomous Brain for your codebase — compiled architectural knowledge for AI-assisted development.