Seekcode

Seekcode

SeekCode is a modern desktop application focusing on code snippet management and clipboard integration. It supports multi - language syntax highlighting, tag search, and has a built - in MCP server for automated access by AI assistants.

Developer tools Knowledge management and memory #Code management #Clipboard integration #MCP protocol #Multi - language support .TypeScript

rating : 2.5 points

downloads : 5.2K

update time : 2025-08-15

What is the SeekCode MCP server?

The MCP (Model Context Protocol) server is a built - in function of SeekCode that allows AI assistants and other compatible tools to securely access your code snippets and clipboard history. It acts as a bridge to enable automated workflows while protecting privacy.

How to use the MCP server?

The MCP server is enabled by default in SeekCode. You just need to ensure that SeekCode is running, and AI assistants or compatible tools can access your code snippets and clipboard contents through the local network connection.

Applicable scenarios

The MCP server is very useful when you want AI assistants to provide suggestions based on your code snippets or when you need tools to automatically obtain the code you copied. Typical scenarios include code auto - completion, error repair suggestions, and cross - tool code sharing.

Main features

Secure access

All accesses are locally authenticated to ensure that your code will not be accidentally leaked to the Internet

Code snippet sharing

AI assistants can read your stored code snippets to provide more accurate coding suggestions

Clipboard integration

Compatible tools can access your clipboard history to achieve a seamless workflow

Tag - based filtering

AI and tools can filter code snippets by tags to quickly find relevant content

Advantages

Improve coding efficiency - AI assistants can provide suggestions based on your actual code

Automate workflows - Tools can automatically obtain the code you need

Privacy protection - All communications are completed locally without uploading to the cloud

Cross - tool collaboration - Different tools can share the same code library

Limitations

SeekCode needs to remain running

Only local network access is supported

Some older tools may not support the MCP protocol

How to use

Ensure SeekCode is running

The MCP server starts automatically with SeekCode. Please make sure the application has not exited.

Configure the AI assistant or tool

In tools compatible with MCP, select to connect to the local MCP server (usually at the address localhost:8721).

Manage access permissions

In the SeekCode settings, you can view and manage which tools are connected to the MCP server.

Usage examples

AI code completion

When you write code, the AI assistant can obtain similar code snippets you wrote before through MCP to provide more accurate completion suggestions.

Error repair

When an error occurs, the AI can check the recently copied error information and relevant code to provide targeted solutions.

Frequently Asked Questions

Is the MCP server secure?

How to turn off the MCP server?

Which AI assistants support MCP?

Related resources

SeekCode official website

Get the latest version and detailed documentation

MCP protocol specification

Understand the technical details of the MCP protocol

GitHub repository

View the source code and contribution guidelines

Markdownify MCP

Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.

Gitlab MCP Server

The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.

Duckduckgo MCP Server

The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.

A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.

UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.

Figma Context MCP

Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.

Gmail MCP Server

A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.

Minimax MCP Server

The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.

AIBase

Zhiqi Future, Your AI Solution Think Tank

English 简体中文繁體中文にほんご

© 2025AIBase