Insight MCP Server
by KeplerOps
Insight MCP Server is a Model Context Protocol server designed to automate software development and provide development assistance. It achieves this through integration with Large Language Models (LLMs).
Last updated: N/A
What is Insight MCP Server?
Insight MCP Server is a Model Context Protocol (MCP) server that leverages LLMs to provide software development automation and assistance.
How to use Insight MCP Server?
- Set up environment variables in
.env(LLM_PROVIDER, LLM_MODEL). 2. Install dependencies usingpip install .. 3. Run the server usingpython -m insight.
Key features of Insight MCP Server
Flexible LLM provider support (OpenAI GPT-4 and Anthropic Claude)
Workflow automation through MCP tools
Environment-based configuration
Built with Python 3.12+
Uses MCP SDK for server implementation
Integrates with LangChain for LLM interaction
Use cases of Insight MCP Server
Automated code generation
Intelligent code completion
Automated documentation generation
AI-powered debugging
FAQ from Insight MCP Server
What LLM providers are supported?
What LLM providers are supported?
Currently, OpenAI GPT-4 and Anthropic Claude are supported.
How do I choose which LLM to use?
How do I choose which LLM to use?
Set the LLM_PROVIDER environment variable to either 'openai' or 'anthropic'.
What models are supported for each provider?
What models are supported for each provider?
For OpenAI, gpt-4o is the default. For Anthropic, claude-3-5-sonnet is the default. You can specify a different model using the LLM_MODEL environment variable.
What is MCP?
What is MCP?
MCP stands for Model Context Protocol. It is used for workflow automation.
What is LangChain used for?
What is LangChain used for?
LangChain is used for integrating with the Large Language Models (LLMs).