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  short_description: MCP server for big code β€” explore Transformers
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  ---
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  # πŸŽ“ Code Knowledge Graph MCP Server
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  > **Helping LLM-based agents navigate and understand large codebases**
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  └── gradio_mcp_space.py # Main Gradio web interface
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  ```
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- ## πŸ‘₯ Team
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- **Team Name:** CEPIA Ionis Team
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- **Team Members:**
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- - **Laila ELKOUSSY** - [@lailaelkoussy](https://huggingface.co/lailaelkoussy) - Research Engineer, Data Scientist
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- - **Julien PEREZ** - [@jnm38](https://huggingface.co/jnm38) - Research Director
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- ---
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  ## πŸ“„ License
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  This project is developed as part of research at EPITA / Ionis Group.
 
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  short_description: MCP server for big code β€” explore Transformers
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  ---
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+ ## πŸ‘₯ Team
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+ **Team Name:** CEPIA Ionis Team
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+ **Team Members:**
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+ - **Laila ELKOUSSY** - [@lailaelkoussy](https://huggingface.co/lailaelkoussy) - Research Engineer, Data Scientist
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+ - **Julien PEREZ** - [@jnm38](https://huggingface.co/jnm38) - Research Director
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+
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+ ---
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+ ## πŸŽ₯ Demo Video
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+ [Available in Repo](https://huggingface.co/spaces/MCP-1st-Birthday/code-knowledge-graph-explorer-transformers-library/blob/main/video-mcp-server.mp4)
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+ ---
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+ ## Social Media Post
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+ [Available here](https://www.linkedin.com/posts/julien-perez-5492b883_mcp-aiagents-codeanalysis-activity-7400953387044990976-U8Vf/?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAABGp_AkBa02nkJK1i19ORjznehQOMgsidm8)
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+ ---
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  # πŸŽ“ Code Knowledge Graph MCP Server
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  > **Helping LLM-based agents navigate and understand large codebases**
 
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  └── gradio_mcp_space.py # Main Gradio web interface
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  ```
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  ## πŸ“„ License
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  This project is developed as part of research at EPITA / Ionis Group.