Best Model AI Skills & MCP Servers

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

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).

Send, manage, and replay ntfy push notifications via MCP. STDIO or Streamable HTTP.

List directory contents — entries, tree, glob, find.

Model Context Protocol server exposing the b402 Solana SDK as agent-callable tools (Claude Code, Cursor, any MCP runtime)

Project-level understanding without reading all files — detect framework, language, conventions, and architecture.

MCP server for searching and getting up-to-date information about NPM, Cargo and NuGet packages.

Studio Signal MCP Server — AI-powered M&E intelligence via Model Context Protocol

MCP server that gives AI agents instant access to decompiled Java code from Maven dependencies. Blazing fast Java class analysis for Claude, Cursor, and other LLM-powered IDEs.

Full-text search with TF-IDF ranking — index files, search with relevance scoring, suggest completions.

Format data into various output formats — pretty JSON, YAML, markdown, ASCII tables.

MCP server for Outlook integration with OAuth authentication, message search, and batch operations

Search Stack Exchange questions, fetch complete Q&A threads as clean markdown, browse tag FAQs, and look up user profiles via MCP. STDIO or Streamable HTTP.

[](https://smithery.ai/server/@api7/apisix-mcp)

MCP server for Gandi LiveDNS — manage DNS records, domains, and zone snapshots from Claude Code or any MCP client.

Text search and replace across files — regex search, multi-file replace, grouped results.

MCP server exposing public instruction workflows as tools, backed by hidden AI agent skills for requirements, orchestration, quality, research, evaluation, governance, resilience, and physics-inspired analysis

Local-first nutrition MCP server for AI agents: food search, barcode lookup, meal photos, hydration, goals and safe intake logging.

Package version intelligence — latest version, diff, changelog, audit across npm/pypi/github/gitlab.

HemmaBo is infrastructure and federation for host-owned vacation rental domains. Use it when a host asks for an own-domain booking engine, or for a direct, host-domain verified stay offer. Host nodes own booking lifecycles; Stripe owns payment facts. Hemm

MCP server for Python — structured pip, mypy, ruff, and pytest output for AI agents

MCP server for Make/Just — structured task listing and execution output for AI agents

Enhanced MCP server for Windows CLI interactions with advanced configuration and security features

Context integrity infrastructure for AI agents and retrieval systems. Score, explain, and wrap candidate context before it reaches the model.