MCP servers

Team agent collaboration: shared team facts, human-confirmed writes, tasks and threads over MCP.

App Store Optimization for AI agents: keyword ranks, suggestions, popularity, competitors, reviews

Use OpenMayhem text, embedding and media models with explicit cost controls.

Web search with quality scores; web pages are read on your computer by the local server.

Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent checkout.

Human-agent interface for projects: you prioritize and decide, your AI agents execute. Over MCP.

Your own closet in your AI: outfits from clothes you own, rendered on a model inline.

AI-moderated research platform: create and launch studies and query interview results.

An MCP server for deep research or task groups

The USPTO prosecution record for your AI. Connect once and work any U.S. patent application.

Hand off repetitive finance and ops work to cloud agents or people.

Watch cameras and video with AI vision and get alerts in Slack, Discord, Telegram or a webhook.

Augment your work with Liminal. Stop repeating yourself and build on what’s already solved.

Five AI models debate your decision blind, then give one recommendation and the strongest objection.

Publish, test and share browser games on PlayDrop from your AI agent.

Query Allen-Bradley and Siemens PLC projects, live tag values, and analyses in plain English.

Plori runs AI agents in cloud Workspaces.

Your strength-training data for any AI assistant: workouts, progress, muscle volume, routines.

Connect AI agents to ProductNow's context engine to search, create, review, and act.

Connect your Amazon Seller Central data to Claude, Codex, Cursor, and other AI tools via MCP.

Your AI runs your data workflows the same way every time, with a record of every run.

AI QA that runs your app in a browser on every pull request: projects, test targets, test cases.

Checks AI-written code against your rules as it is written, and keeps a record of what it found.

Meeting transcripts for AI agents: search calls, read who said what, transcribe files and links.

Dashboards, trackers and docs your agents build and keep current. Your team reads them by link.