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Marshall Intelligence is the house AI system of Marshall Network Services in Lexington, Kentucky. It checks what Google, maps and AI assistants like ChatGPT say about a local business, then fixes errors with dated proof. Reports are honest, good or bad. Every finding is dated with its source, and AI answers are recorded with the question asked. No spin. Compliance-minded firms get dated proof that their public facts are correct. The AI does the checking; a named person, Richard K. Marshall, reviews and approves every finding and every send. The standard is the Marshall Principle: "Artificial intelligence may assist human decision-making, but responsibility always remains with humans. Authority cannot be automated." Richard has done technical work in Lexington since 1991: networking, an ISP, web, CAD and Novell, Mac and Windows. Free Snapshot emailed within 48 hours, call optional; then Cleanup $297 one time; then Care $97 a month or $997 a year, after a Cleanup.

AgentoolRank is a directory of 596 open-source AI agent tools, ranked by live GitHub activity: stars, commits in the last 90 days and releases, plus npm and PyPI downloads. The data refreshes daily, so a project that stops shipping drops down the list and an active newcomer moves up. It covers agent frameworks, MCP servers, coding agents, memory and RAG, browser and web agents, observability and evals, sandboxes, voice agents, no-code builders and agent protocols. Every tool has its own page with its numbers, its closest alternatives and head-to-head comparisons, so you can see at a glance which option is maintained and which one people actually install. A downloads leaderboard shows which tools are used far more than they are starred, by category. The full dataset is free to download as JSON or CSV. AI agents can query the same data through an MCP server and a JSON API, with an optional free key. Builders launching their own product can use the free table of the launch directories we tested by submitting our own products, and a per-type list of where to submit an AI tool, MCP server, developer tool, SaaS or startup. Listing a tool on AgentoolRank is free. Optional paid upgrades are faster review and a featured slot on the homepage and the tool's category page.

Neuronto is an open source search index for the tools AI agents use: more than 122,000 MCP servers, agents and APIs, with the 278,000+ tools those servers actually expose, read by connecting to them. Developers search it on the web; agents query it over REST, MCP or A2A, with no key and no signup. Anyone can submit an endpoint or a domain, and it is indexed after a live check. It implements the open Agentic Resource Discovery (ARD) standard and federates search across the other public ARD registries.

Arsenal is an AI agent platform by ZEN AI Co. with the tagline "Your agent. Your tools. One text." Users create their own AI agent, connect email, calendar, CRM, docs, team chat, and their knowledge base, and then command it all by simple text messages. Instead of juggling dashboards and integrations, users text their agent to handle email triage, schedule meetings, follow up with leads, sync CRM records, search internal docs, and coordinate team workflows. Built for small businesses and teams that cannot hire developers or build infrastructure, Arsenal turns natural language into real operational leverage: every team member gets a personal AI workforce that works around the clock. The platform is revenue-live since September 2026 and runs on Supabase and Cloudflare for reliable, globally scalable performance. Arsenal is designed for founders, operators, sales and support teams, and anyone who wants the output of a much larger team — just by sending a text. Your agent. Your tools. One text.

Agent Barn is an open source control plane for AI agents, released under the Apache-2.0 license and designed to run on your own Kub

Neume is an AI music-creation platform. Describe a song in text and get a full track with vocals, then iterate by chat: change the melody, rewrite part of the lyrics (Remix > Replace), remix, and export stems or sheet music. All original songs, including free ones, come with commercial rights. Free plan: first high-quality song free plus 20 free songs a day on the standard model; credits from $4.99, Base $8.99/month. Web, iOS and Android. Remote MCP server: https://api.neume.io/v1/mcp.