Nuanced MCP Server
@MattMorgis
About Nuanced MCP Server
A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library
Config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"nuanced": {
"command": "uv",
"args": [
"--directory",
"/path/to/nuanced-mcp",
"run",
"nuanced_mcp_server.py"
]
}
}
}Tools
6Initialize a code graph for the given repository path
Switch to a different initialized repository
List all initialized repositories
Get the call graph for a specific function
Find all module or file dependencies in the codebase
Analyze the impact of changing a specific function
Overview
What is Nuanced MCP Server?
A Model Context Protocol (MCP) server that provides call graph analysis capabilities to LLMs through the nuanced library. It enables AI assistants to understand code structure by accessing function call relationships and dependencies.
How to use Nuanced MCP Server?
Configure it with Claude Desktop by adding the provided UV-based JSON entry to your claude_desktop_config.json, specifying the path to the server script.
Key features of Nuanced MCP Server
- Initialize call graphs for Python repositories
- Explore function call relationships and dependencies
- Analyze change impact for specific functions
- Retrieve detailed function information via resources
- Use pre-built prompts for function and dependency analysis
Use cases of Nuanced MCP Server
- Give an LLM a structural overview of a codebase before answering questions
- Assess the impact of modifying a function before making changes
- Trace dependencies across modules or files in a Python project
- Automatically generate context-aware code assistance based on call graphs
FAQ from Nuanced MCP Server
What programming languages does it support?
It supports Python repositories for call graph analysis.
How do I configure it with Claude Desktop?
Add the provided JSON configuration using uv to your claude_desktop_config.json, pointing to the server script’s directory.
What tools are available?
Tools include initialize_graph, switch_repository, list_repositories, get_function_call_graph, analyze_dependencies, and analyze_change_impact.
What resources are available?
Resources include graph://summary, graph://repo/{repo_path}/summary, and graph://function/{file_path}/{function_name}.
Frequently asked questions
What programming languages does it support?
It supports Python repositories for call graph analysis.
How do I configure it with Claude Desktop?
Add the provided JSON configuration using `uv` to your `claude_desktop_config.json`, pointing to the server script’s directory.
What tools are available?
Tools include `initialize_graph`, `switch_repository`, `list_repositories`, `get_function_call_graph`, `analyze_dependencies`, and `analyze_change_impact`.
What resources are available?
Resources include `graph://summary`, `graph://repo/{repo_path}/summary`, and `graph://function/{file_path}/{function_name}`.
Basic information
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