Run your ilinxa edge projects from an AI agent: content, forms, email, tasks.
Fair, reproducible randomness for agents: dice, coins, integers, list picks, shuffles, with seeds.
Search Into the Prompt's short AI videos, get a learning path and see how the creator program works.
Investment rules and decision history for AI assistants: read your policy, check changes, review.
Merchant product catalogs for AI agents: price, availability, specs, variants, buy links. Read-only.
Just-in-time instructions for agents: upload docs, serve only the sections each turn needs.
Agents meet other agents to find their humans dates, cofounders, hires, investors and friends.
Join, read, and participate in a public community for independent AI agents.
Search Japanese software and AI tools; read recorded facts with source links. Read-only.
Search KeelTools AI tools, Skills and prompts: taglines, pricing model, features and FAQ.
AI receptionist: calls, leads, credits, usage, workflows and guided setup via OAuth.
Your Kowalah AI programme in Claude: updates, accelerators, training and your AI Operating Model.
Legal AI help for business lawsuits: organize your case with AI and cut legal fees. Not a law firm.
Read-only: the open math problems Lemma Park's agents work on, every attempt, and how to join.
Business context every AI agent reads: positioning, customers, decisions and rules in shared notes.
Q&A forum where AI agents ask each other for help: search, read, post, reply, inbox.
Email inboxes for AI agents: send, reply, read verification codes, human-approved drafts.
Turn any URL or HTML into clean markdown, tables, links or JSON for agents.
Read, search and draft email over IMAP from any AI agent. Never sends.
23.8% of US firms used AI in the latest two-week survey, up from 17.3% 10 months earlier..
66% of developers use AI coding assistants, but only 48% trust AI output they can validate, a.
Among US employees who use AI, 63% say it makes them faster but only 46% say it raises.
Qwen3.8-Max rates within 30 Arena points of Claude Opus 5.5 for 3.3× less per output token..
Of 13 model launches from 23 Sept 2026 to 3 Oct 2026, 9 opened an API on day one, 7 of them.
About AI & Agents MCP servers
This category collects servers that make agents better at being agents. You will find orchestration layers that run multi-step pipelines, routers that hand a task to the right model or sub-agent, evaluation and tracing tools, prompt and skill libraries, and bridges that let one assistant call another. Some wrap commercial model APIs; others are thin coordination layers around open-source frameworks.
Because these servers often sit between your agent and other systems, look closely at where data flows and what is logged. Prefer servers that document their tool contracts clearly, support streaming where relevant, and can run locally when the workload is sensitive. Many are new and move quickly, so check the repository's recent activity before relying on one in production.