code-summarizer
Code summarizer with MCP server for LLM integration. code-summarizer is a Model Context Protocol (MCP) server maintained by nicobailon. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 3 tools, including summarize_file, summarize_directory and set_config, that an agent can call directly. It is categorized under AI/Summarization and Tool/CLI.
What is this MCP
This MCP enables LLM tools to access and summarize codebases through a standardized protocol, providing structured access to file contents and summaries.
How to use this MCP
Start the MCP server, configure your LLM tool (Claude Desktop, Cursor AI, or Cline) with the server details, and authenticate with your API key to begin querying your codebase.
What this MCP can be used for
The MCP facilitates code understanding by allowing LLMs to navigate repositories, summarize files/directories, and answer specific questions about code functionality without manual copying/pasting.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the code-summarizer MCP server?
code-summarizer is a Model Context Protocol server from nicobailon. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect code-summarizer to my AI client?
Add code-summarizer to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
What tools does code-summarizer provide?
code-summarizer provides 3 tools: summarize_file, summarize_directory and set_config.
Is code-summarizer free to use?
code-summarizer is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
Vernclaw Plugins for OpenClaw
Ready-to-use connectors for SEO data, social reading & content generation. Pay-as-you-go credits with audit logs.