Encyclopedia Autonomica

Encyclopedia Autonomica

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Encyclopedia Autonomica
Encyclopedia Autonomica
Building Scalable Financial Toolchains with Model Context Protocol (MCP)

Building Scalable Financial Toolchains with Model Context Protocol (MCP)

What comes after increasing Speed, Reliability, and Scalability for NextGen Financial Agentic Architectures?

Jan Daniel Semrau (MFin, CAIO)'s avatar
Jan Daniel Semrau (MFin, CAIO)
Mar 23, 2025
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Encyclopedia Autonomica
Encyclopedia Autonomica
Building Scalable Financial Toolchains with Model Context Protocol (MCP)
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Agents in early 2025 are still quite basic. Even Manus. They can query their LLM brain, loop over it while reflecting, and commence “reasoning” — loop until their critic is happy with the response.

Also, their ability to use tools — specifically several tools— is still rudimentary and unreliable. The main reason why we want our agents to use tools is so…

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