Best Ari AI Skills & MCP Servers

MCP server that bridges Claude Code, OpenCode, GitHub Copilot CLI and other MCP clients to a Chrome tab. Per-tool permissions, multi-agent mode (multiple MCP clients sharing one bridge), persistent UI map across sessions.

MCP server for the Polarity exocortex. Read and write your personal knowledge graph from any LLM client.

Comprehensive security sanitization library for Model Context Protocol (MCP) servers with trusted security libraries

Production-grade AI coding toolkit — 70 agents (incl. devil-mode adversarial crew), 194 skills, 97 commands, parallel multi-agent commands, semantic intent routing, self-learning memory, and a built-in MCP server (16 tools / 6 prompts / 377 resources) tha

Model Context Protocol server exposing squawk's aviation libraries as tools for LLM clients

MCP server for Kaax — the agricultural AI platform for drone & satellite imagery. Brings agriculture-grade computer vision, GIS automation, vegetation indices (VARI/NDVI/SAVI/NDRE), plant-by-plant counting, multi-temporal field comparison, John Deere / Ca

MCP server for ComparEdge: verified pricing, alternatives, and feature comparisons for 495+ SaaS and AI tools.

MCP server for atrib. Synthesizes a narrative across N records via an OpenAI-compatible LLM so agents read context, not raw record bytes.

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

MCP server for the BuyGit Open Index — 78k+ curated, license-tagged Git assets. 14 tools, 7 resource templates, 4 prompts. Every response carries 4-axis signals (license + supply-chain risk + popularity + pricing) — the industry-unique combination no othe

MCP server for brand-name verification. Three tools — verify_brand_name (5-axis verdict on a single candidate), compare_brand_names (2-5 finalist comparison), get_naming_methodology (public methodology lookup) — route to the anonymous-first /v1/verify end

MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization

Safari DevTools MCP — real browser debugging with network interception, DOM inspection, cookie/storage management, and CSS analysis for AI agents on macOS

MCP server for local Git repository intelligence — commit summaries, changelogs, blame analysis, branch health, and semantic diffs

Structured multi-perspective debate — define positions, score arguments, find consensus, summarize.

Production-parity MCP server for the findtime.io Time API

Structured reasoning chains — think step by step, branch alternatives, revise conclusions, summarize.

Inline, extract, and move refactoring — inline variables/functions, extract code to new functions, move between files.

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

MCP server for Parity Studio. Lets coding agents capture existing app routes, decompose them into ui_kit/ bundles, and import them for iteration.

Core evaluation engine for MCPLab — agent adapters, MCP client, scenario runner, and result types

MCP server for Google Analytics 4, Google Search Console, Google Ads, and YouTube (Data + Analytics). Each module is independently activated by environment variables.

MCP server for read-only Shipcheck launch-risk scans on authorized JavaScript and TypeScript repos.

MCP server for Azure DevOps integration - wikis, work items, pull requests, and variable group read access