Best Model AI Skills & MCP Servers

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

Hello-world brick — returns the message it receives. Serves as a smoke test for the FocusMCP pipeline.

Unofficial local-first Garmin MCP server for AI health, sleep and activity agents.

Token budget management — estimate and optimize token usage for AI agents.

A Model Context Protocol server for MySQL database operations

Core runtime library for Caplets progressive disclosure gateways.

Node SDK for Tesseron. Same API as @tesseron/web but for backend services.

MCP Mesh - Self-hostable MCP Gateway for managing AI connections and tools

Model Context Protocol server for Open Policy Agent (OPA). Author, validate, debug, and explain Rego policies through any MCP-compatible client.

Knowledge graph export — generate HTML, Mermaid, GraphML, Cypher, Obsidian, and wiki formats.

MCP server for Excalidraw

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).

MCP server for executing commands in Docker containers

MCP server for Roblox Studio AI-driven development — scripts, instances, properties, Luau execution, two-way file sync, and git history.

FaberJS MCP server — AI coding agent integration for Claude Code, Cursor, and Claude Desktop

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

MCP server bridging Claude Desktop (or any MCP client) to a running iQSteel / ifc-viewer browser tab via WebSocket.

Symbol Delta Ledger MCP Server - Cards-first code context for polyglot repositories

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

Model Context Protocol server for Jira Structure plugin - manage hierarchical folder structures in Jira

MCP (Model Context Protocol) client extension for the Pi coding agent — connect Pi to any MCP server

SkillFM local — single npm package for the SkillFM platform on user nodes. Subcommand router exposes (1) Beacon MCP stdio server (cost-optimizer for any agent; merged in from @skillfm/beacon-mcp on 2026-05-01), (2) skill runtime (BYOK Playwright / brain r

Shell command execution — run commands, background processes, kill, and compress output.

MCP server exposing Windy Word's agent-control surface as 95 typed tools (paste / hotkeys / transcription / recording verbs / audio devices / voice clones / install / Doctor / archive / translation / documents / soul-file).