Forgejo MCP
F

Forgejo MCP

Forgejo MCP Server is an integration plugin that connects Forgejo with the MCP system, supporting command execution and repository management through the chat interface.
2 points
12.0K

What is Forgejo MCP Server?

Forgejo MCP Server is an integration plugin that serves as a bridge between the Forgejo code hosting platform and the Model Context Protocol (MCP) system. Through this service, users can directly perform various code repository management operations in the MCP-compatible chat interface without switching to other tools.

How to use Forgejo MCP Server?

To use Forgejo MCP Server, you need to install the server program first and then configure the connection in the MCP client. After the configuration is completed, you can directly enter natural language commands in the chat window to manage your code repositories.

Use cases

Suitable for developer teams who want to quickly perform code repository operations in a chat environment, especially for scenarios where users need to interact with code repositories frequently but do not want to switch between multiple tools.

Main features

User information management
Get detailed information of authenticated users
Repository management
Create, clone, list, and search code repositories
Branch management
Create, delete, and list code branches
File operations
View, create, update, and delete files in the repository
Issue tracking
Create, view, and comment on issues
Pull requests
Create and view pull requests
Search function
Search for users, organizations, and repositories
Advantages
Perform code management operations without leaving the chat environment
Support natural language commands, reducing the usage threshold
Provide rich APIs to cover most common operations
Support multiple connection modes (SSE and stdio)
Limitations
Requires configuring an access token, which may be difficult for non-technical users
Some advanced operations still require using the full version of the Forgejo interface
Depends on MCP-compatible chat clients

How to use

Install Forgejo MCP Server
Download the pre-compiled binary file or build from the source code
Configure the MCP client
Add the connection information of Forgejo MCP Server to the MCP configuration file
Set the access token
Provide your Forgejo access token through environment variables or command-line parameters
Start using
Enter commands in the MCP-compatible chat interface to interact with Forgejo

Usage examples

Quickly view my repositories
View all owned repositories without logging in to the web interface
Create a new issue
Create a new issue for a project directly in the chat
Get file content
View the content of a specific file in the repository

Frequently Asked Questions

How to get a Forgejo access token?
Which MCP clients are supported?
How to enable debug mode?
Does it support private repositories?

Related resources

Forgejo official website
The official website of the Forgejo code hosting platform
MCP protocol documentation
The official documentation of the Model Context Protocol
GitHub repository
The source code repository of Forgejo MCP Server
Installation guide video
Video tutorial on the installation and use of Forgejo MCP Server

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
8.7K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
10.4K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
15.2K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
9.0K
4 points
P
Paperbanana
Python
10.2K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
9.9K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
10.2K
5 points
A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
TypeScript
10.3K
5 points
G
Gitlab MCP Server
Certified
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.
TypeScript
27.9K
4.3 points
M
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.
TypeScript
39.6K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
81.2K
4.3 points
N
Notion Api MCP
Certified
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.
Python
23.4K
4.5 points
U
Unity
Certified
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.
C#
38.8K
5 points
F
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.
TypeScript
70.8K
4.5 points
G
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.
TypeScript
23.4K
4.5 points
M
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.
Python
56.2K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase