MCP Servers
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pydantic-ai-researcher is a research system that orchestrates an asynchronous loop between two specialized agents: a research agent and an evaluator agent. The research agent answers complex queries using external MCP servers, while the evaluator agent assesses and refines these
AnyAPI gives AI agents one API key and one USD wallet to call hundreds of scraping and data APIs — Instagram, TikTok, YouTube, Reddit, Facebook, Google search results, general web scraping, and more — through a single normalized interface. Every API exposes a normalized input/out
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From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.
