MCP-Agent
by shane-kercheval
MCP-Agent is a CLI tool that uses DSPy to interact with MCP servers, aiming for a Claude Desktop-like experience. It leverages tool definitions from MCP servers to autonomously fulfill user requests.
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What is MCP-Agent?
MCP-Agent is a command-line interface that utilizes DSPy to interact with MCP (Modular Computation Protocol) servers. It is designed to mimic the functionality of Claude Desktop, enabling autonomous operation of tools defined within the MCP servers to accomplish user requests.
How to use MCP-Agent?
To use MCP-Agent, you need to:
- Create a
.envfile with yourOPENAI_API_KEY. - Adjust the server path in
./servers/mcp_fake_server_config.json. - Build the project with
make build. - Start the chat interface using
make chat, which uses the specified configuration file and theopenai/gpt-4o-minimodel.
Key features of MCP-Agent
DSPy agent integration
MCP server interaction
Tool-based autonomous operation
Configuration via JSON files
CLI interface
Use cases of MCP-Agent
Automated execution of tasks based on user requests using defined tools
Integration with MCP servers for access to various functionalities
Simulation of Claude Desktop-like interactions
Testing and development of MCP servers and their tools
FAQ from MCP-Agent
What is MCP?
What is MCP?
MCP stands for Modular Computation Protocol, likely a protocol for interacting with modular servers containing tools.
What is DSPy?
What is DSPy?
DSPy is a framework used to build declarative self-improving language model pipelines.
How do I set up the environment?
How do I set up the environment?
Create a .env file with your OpenAI API key and adjust the server path in the configuration file.
What model is used by default?
What model is used by default?
The default model is openai/gpt-4o-mini.
How do I resolve the 'spawn uv ENOENT' error?
How do I resolve the 'spawn uv ENOENT' error?
Provide the full path to the uv command in the configuration and include the --directory flag referencing the project directory.