Best Spa AI Skills & MCP Servers

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

Generic config-driven MCP wrapper for atrib. Spawns any upstream MCP server and applies @atrib/mcp middleware so every tool call is signed and logged. Wrap any MCP via JSON config, no per-server code.

WATB Model Context Protocol server — backtest, strategy CRUD and worker dispatch tools for AI assistants.

ISO 27001 compliance workspace for Claude — controls, risks, policies, evidence, audits, and SoA in one local encrypted MCP server

IAPeer lifecycle primitive for ephemeral peers. MCP tool spawn(personality, runtime?, task, work_dir?) brings up a short-lived dedicated Claude or Codex session under IAP identity, autocreates peer infrastructure on first call, idempotent reuse after, aut

Centrali MCP Server - AI assistant integration for Centrali workspaces

SURA MCP server - search, read, and edit your research workspace from any AI assistant

MCP server for D2L Brightspace (multi-auth, opt-in writes, session cache)

MCP server for pseolint — audit programmatic SEO sites from AI coding assistants. v0.5 adds the AI-orchestrated audit tool that produces a fix manifest with concrete patches.

Model Context Protocol server for Anki - enables AI assistants to interact with your Anki flashcards

Official MCP server for OmniDimension. Drive voice agents, dispatch calls, and manage knowledge bases from Claude, Cursor, Windsurf, and any MCP client.

Turn markdown file trees into navigable, queryable knowledge graphs served via REST and MCP

Model Context Protocol server for AFFiNE - enables AI assistants to interact with AFFiNE workspaces, documents, and collaboration features.

QiloBack MCP server — orchestrate the QiloBack platform from any MCP-compatible AI client (Claude Desktop, Claude Code, Cursor, Windsurf, ChatGPT Desktop). Spawns the Python qiloback-mcp package; uvx is the recommended runtime.

Model Context Protocol (MCP) server for the Collage Digital Asset Management platform. Exposes Collage workspaces — assets, folders, collections, share links, audit prompts — to AI clients (Claude Desktop, Cursor, ChatGPT) through a typed tool surface.

Extended Google Calendar + Meet MCP server via gogcli — auth + Calendar events + Meet space management

Google Workspace MCP Server - npm distribution

Embedded visual workspace for Claude Code — Excalidraw diagrams (with MCP tools + inline PNG), tldraw canvases, and Markdown notes, all linked by wikilinks

Transparent API key rotation proxy for MCP search providers — Exa, Firecrawl, Tavily, Linkup, Bright Data, Olostep, Dappier, Parallel

MCP server exposing the full OmniFocus surface to LLM agents — 80 typed tools spanning tasks, projects, tags, folders, perspectives, forecast, review, notes, attachments, and sync, with a strict typed-error taxonomy and per-tool circuit breakers, rate lim

Multi-workspace Google Workspace MCP Server — secure access to Gmail, Drive, Docs, Sheets, Calendar via MCP with per-workspace OAuth and streamable HTTP transport

A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, germplasm, genotypes, & more - across Breedbase, T3, Sweetpotatobase, & any BrAPI v2-compliant server.

MCP server for Filepad Agent Access. Exposes Filepad workspaces as tools to Claude Desktop, Cursor, and other MCP clients.

Local MCP server for Multisphere — multiplayer agent workspaces over git.