Hugging Face
Official MCPHosted, configurable per user, and free — the discovery layer for open models. No llms.txt, which is a surprising gap for this of all sites.
Hosted, configurable per user, and free — the discovery layer for open models. No llms.txt, which is a surprising gap for this of all sites.
What you reach for when Playwright MCP can't run locally — same capabilities, hosted, with session recording. You pay per browser-hour.
Aimed at builders shipping agents to their own users — the auth-per-end-user problem is the thing it actually solves.
Fastest inference of the generative hosts and a documented MCP path — the practical pick when an agent needs images or video inside a loop.
Closest competitor to Composio, with a sharper focus on the authorization problem and on building your own MCP servers properly.
Clean official server, plain API key, and real generation tools — the reference example for media APIs exposed over MCP.
Built for retrieval quality rather than page volume — pair it with Firecrawl when the agent needs to find pages and then read them properly.
The category default: handles JS-rendered pages, returns markdown an LLM can actually use, and the MCP server mirrors the full API.
The AI-native answer to the NLE gating problem: free MCP server on 127.0.0.1, no licence wall, full timeline read/write. Editing depth is nowhere near Resolve or Final Cut, and it is macOS 26+ only.
Read-only by definition and that is the product — the cheapest accuracy upgrade you can give a coding agent.
The widest model catalogue reachable over MCP, priced per compute-second. Cap spend before handing the key to an autonomous loop.
Generation, not editing: agents produce clips and images, they don't cut a timeline. Official, MIT-licensed server and clean API-key auth.
The AI-native shape of this category: official remote MCP, real write actions, no desktop app required — with editing depth well below a true NLE.
Answers with citations rather than pages — cheaper in tokens than crawling, but you inherit Perplexity's judgement about what was relevant.
Listed because the absence matters: one of the largest AI platforms is MCP-consuming, not MCP-exposing. Agents manage OpenAI resources through the REST API or not at all.