Narad GitHub Agent
Provides tools for interacting with GitHub's API, enabling AI agents to manage repositories, pull requests, commits, branches, and perform code reviews and repository analysis through the GitHub platform.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Narad GitHub Agentreview the latest PR in edge-explorer/narad-github-agent"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Narad GitHub Agent ๐๐ค
A Premium CLI & MCP Server Powered by Gemini 2.0 Flash
The Narad GitHub Agent is a next-generation, dual-mode intelligent agent engineered for seamless high-level interactions with GitHub. It operates as an interactive CLI chat agent you can talk to directly, or as a Model Context Protocol (MCP) server that integrates with AI-powered IDEs and tools.
Powered by Gemini 2.0 Flash, it transforms complex repository tasks into simple conversational interactions โ with conversation memory, AI code reviews, and a daily digest of your GitHub activity.
Fully Dynamic: The agent uses whoever's
GITHUB_TOKENis in.env. Clone it, put your own token in, and it works 100% for your account โ no code changes needed.
โจ Key Features
Feature | Description |
๐ฌ Interactive CLI Mode | Chat with the agent directly in your terminal using natural language |
๐ MCP Server Mode | Integrate with AI IDEs (VS Code + Antigravity, Claude Desktop) via MCP |
๐ง Conversation Memory | Every session is stored in a local SQLite DB โ Gemini remembers context |
๐ฅ PR Code Reviewer | Fetch a PR's diff and get an expert AI code review (bugs, security, rating) |
๐ Daily Digest | AI-written morning report of activity across all your repos |
๐ค Profile Overview | View any GitHub user's bio, stats, and top repos with an AI Developer Summary |
โก Gemini 2.0 Flash | Reasoning engine for repo health, code analysis, and GitHub Q&A |
๐ Security First |
|
๐ฆ Clean Architecture | Pydantic Settings, structured logging, modular tool design |
Related MCP server: GitHub MCP Server
๐ ๏ธ Tech Stack
Technology | Role |
Gemini 2.0 Flash | AI Reasoning & Analysis Engine |
FastMCP | Model Context Protocol Server |
PyGitHub | GitHub REST API Integration |
SQLite (stdlib) | Local DB for conversation memory, PR reviews & digests |
Pydantic Settings | Config Management & Validation |
Rich | Beautiful Terminal UI/CLI |
Python 3.10+ | Core Language |
venv | Isolated Dependency Management |
๐ Project Structure
Narad-GitHub-Agent/
โโโ src/
โ โโโ main.py # Dual entry point: CLI or MCP Server
โ โโโ narad_mcp/
โ โโโ config.py # Pydantic Settings & Config
โ โโโ server.py # FastMCP Server with all tools
โ โโโ cli.py # Rich Interactive CLI Agent
โ โโโ database.py # SQLite layer (memory, PR reviews, digests)
โ โโโ tools/
โ โ โโโ github_tools.py # All GitHub API interactions
โ โโโ agents/
โ โโโ gemini_agent.py # Gemini 2.0 Flash Reasoning Engine
โโโ tests/ # Quality assurance suite
โโโ narad_agent.db # ๐ Local SQLite DB (auto-created, git-ignored)
โโโ .env # ๐ Secrets (git-ignored, never pushed)
โโโ .env.example # Credential Template for setup
โโโ .gitignore # Strict security rules
โโโ requirements.txt # Modern dependencies๐ Quick Start
1. Prerequisites
Ensure you have Python 3.10+ installed and your API keys ready.
2. Clone & Setup Environment
# Clone the repo
git clone https://github.com/Edge-Explorer/Narad-GitHub-Agent.git
cd Narad-GitHub-Agent
# Create and activate virtual environment
python -m venv venv
.\venv\Scripts\activate # Windows
# Install dependencies
pip install -r requirements.txt3. Configure Credentials
Create a .env file by copying the example:
copy .env.example .envThen fill in your keys:
GITHUB_TOKEN="your_github_personal_access_token"
GEMINI_API_KEY="your_gemini_api_key"Getting a GitHub Token: Go to GitHub Settings โ Developer Settings โ Personal Access Tokens and create a token with
reposcope.Getting a Gemini API Key: Visit Google AI Studio to generate your free Gemini API key.
4. Run the Agent
๐ฌ Interactive CLI Mode (Chat with the Agent)
python src/main.py --cli๐ MCP Server Mode (Connect to AI IDE)
python src/main.py๐งฐ CLI Commands
You can type natural language or use the keywords below:
Command | What it does |
| List your repositories (auto-detected from token) |
| List any GitHub user's public repos |
| Your full GitHub profile: bio, stats, top repos |
| Any user's full profile & top repos |
| Recent commit history for a repo |
| List all branches |
| List open Pull Requests |
| ๐ฅ AI Code Review of a specific PR |
| ๐ง AI repo health report + score out of 10 |
| ๐ Generate today's Daily GitHub Digest |
| View your current session's conversation history |
| Ask Gemini any GitHub or coding question |
| Quit the agent |
Natural Language Examples
show me my repos
give me commits from Edge-Explorer/Narad-GitHub-Agent
analyze my Narad project
what are the open PRs in Edge-Explorer/Narad-MCP-Server
review pr Edge-Explorer/my-project 3
give me today's digest
what is a pull request?๐๏ธ Local SQLite Database
The agent automatically creates narad_agent.db to persist data locally:
Table | Stores |
| All questions & answers per session (with session ID) |
| Full AI code reviews with repo, PR number & timestamp |
| All generated daily digests, so you can compare over time |
The database file is git-ignored and stays only on your machine.
๐ Security & Best Practices
Your token is 100% dynamic: The agent reads
GITHUB_TOKENfrom.envat startup. If you change the token, it uses the new one automatically. No code changes needed.Token never leaks:
.envand*.dbare strictly in.gitignoreโ they will never be pushed to GitHub.Anyone can clone this: A new user clones the repo, adds their own
.envwith their credentials, and the agent will work for their GitHub account โ not yours.Least Privilege: Only the GitHub token scopes you need (
repois enough for all features).Validated Config: Pydantic Settings validates all environment variables on startup โ it fails fast with a clear error if a key is missing.
๐งฐ MCP Tools (Server Mode)
When running as an MCP Server, these tools are exposed to your AI IDE:
Tool | Description |
| List repos for you or any GitHub user |
| Fetch recent commit history |
| AI-powered health & activity report |
| Read any file from any branch |
| Search code across all of GitHub |
| List all branches |
| Ask Gemini any GitHub/dev question |
๐ค About
Narad GitHub Agent โ Re-engineered from the ground up with a focus on security, modularity, AI-first design, and genuine day-to-day developer utility.
Built as part of the Narad AI Ecosystem โ a family of modular, premium AI agents.
๐ License
This project is licensed under the MIT License. See the LICENSE file for details.
ยฉ 2026 Edge-Explorer ยท Narad AI Ecosystem
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