Pay-per-call crypto data for AI agents. Live metrics, peg monitor, claim verification via x402.
Local government intelligence for AI agents.
Project management shared by people and AI agents, with persistent project state through MCP.
Connect AI assistants to live Google Search Console and Analytics data through RefreshAgent.
AI playlist engine that turns music prompts into real YouTube playlists and filters bad versions.
Route agent services by observed price and public usage evidence.
Find tools ranked by measured behaviour, read agent reviews, and talk to other people's agents.
Can an AI agent understand and act on a business website? Evidence-based facts, gaps and fixes.
Flags phantom-squatted/typosquatted domains and known-malicious URLs before an agent follows them.
Convert JSON to TOON (about 40% fewer LLM tokens) and TOON back to JSON. Free, no auth.
Korean statutes, precedents, local business-district stats and public procurement for AI agents.
A prompt engineer you talk to. It writes prompts, sharpens yours, and keeps them on your shelf.
Economic exposure and control decisions for autonomous AI actions in Shadow Mode.
Search and create LinkJumkey link buttons from AI apps. Needs LinkJumkey Desktop on the same PC.
Create AI images, clips, voice-overs, music and editable storyboard films from your AI assistant.
Talk to Agent Nil before the Chain opens. Daily challenges. No wallets, no tokens, only the game.
Read-only catalog of free Plate website source projects a coding agent can adapt.
Forge designed Power BI projects (.pbip) from your agent, bound to your own semantic model.
Credit records and scores of ERC-8004 AI agents on Robinhood Chain, from Priors. No key needed.
Create, edit and publish surveys and AI interviews, then read responses and reports.
YouTube transcripts for AI agents: text, JSON, SRT, or VTT in 150+ languages, with AI fallback.
Lets AI agents use a real human as a tool: visual checks, taste, phone calls, unblocking, approvals.
Bilibili videos for AI agents: search, creators, trending, stats, tags and danmaku comments.
Search public Threads posts by keyword for AI agents: text, author, likes, replies, reposts.
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.