Reza-esfandiarpoor/the-mcp-company
TheMCPCompany: Creating General-purpose Agents with Task-specific Tools
This project helps evaluate how well AI agents can interact with various real-world digital services using task-specific tools instead of just a web browser. It takes a problem description and the available digital tools (like REST APIs for cloud services or enterprise applications) and assesses how effectively the AI agent can discover and combine these tools to solve the problem. This is for researchers and developers building and testing advanced AI agents that need to operate in complex digital environments.
Use this if you are a researcher or developer evaluating the performance of general-purpose AI agents that need to solve tasks by calling specific digital tools within complex enterprise or cloud environments.
Not ideal if you are looking for an off-the-shelf AI agent to solve a specific business problem, as this is a benchmark and development framework for AI agent capabilities.
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Language
Python
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Last pushed
Dec 19, 2025
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