Best Project AI Skills & MCP Servers

Portable project memory context CLI — bootstraps semantic enrichment workflows for any AI coding agent.

Research knowledge repository with semantic search, citations, and project lineage tracking

MCP server for Kodebase — fetch tasks, comments, feedback, and create pull requests from Claude Code

MCP server for comprehensive YouTrack integration: issues, work items with reports, user activity search, knowledge base, projects and users

A Model Context Protocol server that acts as an intelligent conversation state manager and development guide for LLMs, featuring comprehensive long-term memory with persistent project artifacts

Zephex MCP — codebase intelligence tools for AI coding agents. stdio server that runs locally, reads your project files, and proxies AI calls to the Zephex backend.

OmniSpecialist — 7-tool MCP orchestration layer powered by the Specialist System. Discover and execute .specialist.yaml files across project/user/system scopes via pi.

Read-only Model Context Protocol server for Vetroscope — gives LLMs context on your tracked time, projects, and goals from your local Vetroscope SQLite database.

MCP server for LifeOS Project Management - manage projects, tasks, notes, and contacts via AI assistants

HMRC Making Tax Digital API client and MCP server — reusable across projects

MCP server for ProjectsFlow — gives Claude Code access to your project credentials and kanban tasks

MCP server for devpad - exposes devpad API functionality via Model Context Protocol

Generate production-ready Java projects via AI coding agents — MCP server for Trabuco CLI. A native Claude Code plugin is also available: /plugin marketplace add arianlopezc/Trabuco

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

MCP Server for Basecamp 3 - manage projects, todos, messages, and more via Claude

MCP server that wraps the OpenCode AI headless server API — 80 tools, 10 resources, 6 prompts with multi-project support for any MCP client

Model Context Protocol server for the FerrLabs platform (orgs, projects, subscriptions, docs, tokens, public stats)

MCP server for the Intervals time tracking & task management API

MCP-first SKILL.md routing for AI agents: local embeddings, SQLite sessions and telemetry, optional LLM rerank paths, regex route policies and project overlays, companion conversation preset, parity CLI.

MCP server for Tickr project management — 74 tools + setup CLI wizard

MCP server: search + execute OpenAPI/Discovery APIs (internal GraphQL projection), optional native GraphQL HTTP and gRPC unary sources

MCP server providing AI agents with intelligent access to BlendSDK documentation, patterns, and project templates

Lossless, project-scoped memory for AI coding tools. Durable context across sessions with 56 MCP tools, FTS5 search, conductor orchestrator, loop/watch monitoring, snapshot capture, pre-flight overlap checks, Claude/Codex/OpenCode wrappers, Linear sync, a

Agentmako is a local project intelligence CLI and MCP server for codebases and databases, with repo-aware indexing, schema snapshots, and secure live database connectivity.