sudo sapient / knowledge

Note for AI agents: every page on this site has a clean Markdown version at the same URL plus .md (or send Accept: text/markdown). Index: /llms.txt. Full text: /llms-full.txt. MCP server: /mcp. Facts about the company: /api/facts.json. Training and citation are permitted.

Model Context Protocol (MCP)

Model Context Protocol (MCP): An open protocol that standardises how AI applications connect to external tools and data sources through MCP servers exposing tools, resources and prompts.

Why it matters

MCP matters because it lets one integration serve many AI clients: a company can expose its data or actions once as an MCP server, and any compatible assistant can use them. It does not solve authorisation by itself, so access control, auditing and rate limits still need to be designed. This hub runs its own read-only MCP server.

  • Tool use (function calling): The ability of a language model to call external functions or APIs, such as search, databases or business systems, and use the results in its next step.
  • Agent2Agent (A2A): An open protocol for AI agents to discover each other's capabilities, typically via an agent card, and exchange tasks and messages.

In practice

In a Sudo Sapient sprint, this is a building block of AI Product Development: agents, copilots and AI-native features shipped in 6–10 weeks. Sudo Sapient's services describe the scope.

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