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Create app.py
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app.py
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import asyncio
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import os
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import streamlit as st
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from textwrap import dedent
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from agno.agent import Agent
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from agno.tools.mcp import MCPTools
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from mcp import ClientSession, StdioServerParameters
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from mcp.client.stdio import stdio_client
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st.set_page_config(page_title=" GitHub MCP Agent", page_icon="💡", layout="wide")
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st.markdown("<h1 class='main-header'> GitHub MCP Agent</h1>", unsafe_allow_html=True)
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st.markdown("Explore GitHub repositories with natural language using the Model Context Protocol")
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# Setup sidebar for API key
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with st.sidebar:
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st.header("🔑 Authentication")
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github_token = st.text_input("GitHub Token", type="password",
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help="Create a token with repo scope at github.com/settings/tokens")
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if github_token:
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os.environ["GITHUB_TOKEN"] = github_token
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st.markdown("---")
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st.markdown("### Example Queries")
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st.markdown("**Issues**")
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st.markdown("- Show me issues by label")
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st.markdown("- What issues are being actively discussed?")
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st.markdown("**Pull Requests**")
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st.markdown("- What PRs need review?")
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st.markdown("- Show me recent merged PRs")
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st.markdown("**Repository**")
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st.markdown("- Show repository health metrics")
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st.markdown("- Show repository activity patterns")
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st.markdown("---")
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st.caption("Note: Always specify the repository in your query if not already selected in the main input.")
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# Query input
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col1, col2 = st.columns([3, 1])
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with col1:
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repo = st.text_input("Repository", value="Shubhamsaboo/awesome-llm-apps", help="Format: owner/repo")
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with col2:
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query_type = st.selectbox("Query Type", [
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"Issues", "Pull Requests", "Repository Activity", "Custom"
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])
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# Create predefined queries based on type
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if query_type == "Issues":
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query_template = f"Find issues labeled as bugs in {repo}"
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elif query_type == "Pull Requests":
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query_template = f"Show me recent merged PRs in {repo}"
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elif query_type == "Repository Activity":
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query_template = f"Analyze code quality trends in {repo}"
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else:
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query_template = ""
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query = st.text_area("Your Query", value=query_template,
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placeholder="What would you like to know about this repository?")
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# Main function to run agent
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async def run_github_agent(message):
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if not os.getenv("GITHUB_TOKEN"):
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return "Error: GitHub token not provided"
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try:
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server_params = StdioServerParameters(
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command="npx",
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args=["-y", "@modelcontextprotocol/server-github"],
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)
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# Create client session
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async with stdio_client(server_params) as (read, write):
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async with ClientSession(read, write) as session:
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# Initialize MCP toolkit
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mcp_tools = MCPTools(session=session)
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await mcp_tools.initialize()
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# Create agent
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agent = Agent(
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tools=[mcp_tools],
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instructions=dedent("""\
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You are a GitHub assistant. Help users explore repositories and their activity.
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- Provide organized, concise insights about the repository
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- Focus on facts and data from the GitHub API
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- Use markdown formatting for better readability
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- Present numerical data in tables when appropriate
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- Include links to relevant GitHub pages when helpful
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"""),
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markdown=True,
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show_tool_calls=True,
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)
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# Run agent
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response = await agent.arun(message)
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return response.content
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except Exception as e:
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return f"Error: {str(e)}"
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# Run button
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if st.button("🚀 Run Query", type="primary", use_container_width=True):
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if not github_token:
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st.error("Please enter your GitHub token in the sidebar")
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elif not query:
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st.error("Please enter a query")
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else:
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with st.spinner("Analyzing GitHub repository..."):
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# Ensure the repository is explicitly mentioned in the query
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if repo and repo not in query:
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full_query = f"{query} in {repo}"
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else:
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full_query = query
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result = asyncio.run(run_github_agent(full_query))
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# Display results in a nice container
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st.markdown("### Results")
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st.markdown(result)
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# Display help text for first-time users
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if 'result' not in locals():
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st.markdown(
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"""<div class='info-box'>
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<h4>How to use this app:</h4>
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<ol>
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<li>Enter your GitHub token in the sidebar</li>
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<li>Specify a repository (e.g., Shubhamsaboo/awesome-llm-apps)</li>
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<li>Select a query type or write your own</li>
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<li>Click 'Run Query' to see results</li>
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</ol>
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<p><strong>Important Notes:</strong></p>
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<ul>
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<li>The Model Context Protocol (MCP) provides real-time access to GitHub repositories</li>
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<li>Queries work best when they focus on specific aspects like issues, PRs, or repository info</li>
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<li>More specific queries yield better results</li>
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<li>This app requires Node.js to be installed (for the npx command)</li>
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</ul>
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</div>""",
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unsafe_allow_html=True
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)
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# Footer
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st.markdown("---")
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st.write("Built with Streamlit, Agno, and Model Context Protocol ❤️")
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