🧠 FastMCP SSE Server – Research Paper Agent

by selinazarzour

283 downloads
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Description

--- title: MCP_Research_Server app_file: main.py sdk: gradio sdk_version: 5.31.0 --- # 🧠 FastMCP SSE Server – Research Paper Agent This project is a deployable **MCP-compatible remote server** built using the `FastMCP` framework. It exposes tools and resources for: - Searching…

About

--- title: MCP_Research_Server app_file: main.py sdk: gradio sdk_version: 5.31.0 --- # 🧠 FastMCP SSE Server – Research Paper Agent This project is a deployable **MCP-compatible remote server** built using the `FastMCP` framework. It exposes tools and resources for: - Searching academic papers on **arXiv** - Extracting…

Details

Author
selinazarzour
Downloads
283
Categories
Search

- search_papers(topic): Search and save top arXiv papers by topic
- extract_info(paper_id): Retrieve paper details from stored JSON
- get_topic_papers(topic): Read summaries for all papers in a topic
- get_available_folders(): List all saved topic folders
- Prompt template for Claude to generate full topic reports
- Uses SSE transport for remote MCP client communication

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

  1. Download and install Highlight from highlightai.com/download
  2. Navigate to the plugins tab and select "Add Custom Plugin"
  3. Configure the plugin with the settings below
    Plugin Name 🧠 FastMCP SSE Server – Research Paper Agent
    Command (node, npx, python, etc.)

    Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.

  4. Enable "Start Automatically" if you want the plugin to start when Highlight launches

From the repository

Connect any MCP client that supports SSE transport (e.g., Claude, GPT) to the live server at https://mcp-server-vs1x.onrender.com/sse. For local use, clone the repo, install dependencies with uv, and run uv run main.py to start the server on localhost:8001/sse.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "\ud83e\udde0 fastmcp sse server \u2013 research paper agent": {
            "mcp-server-selinazarzour": {
                "command": "uv",
                "args": [
                    "pip",
                    "install",
                    "--system",
                    "."
                ]
            }
        }
    }
}

McpServers

{
    "mcp-server-selinazarzour": {
        "command": "uv",
        "args": [
            "pip",
            "install",
            "--system",
            "."
        ]
    }
}

🧠 FastMCP SSE Server – Research Paper Agent

This project is a deployable MCP-compatible remote server built using the FastMCP framework. It exposes tools and resources for:

- Searching academic papers on arXiv
- Extracting information about saved papers
- Generating structured prompts for Claude or other LLM agents

It is designed to work with Claude, GPT, or any MCP client that supports SSE transport.

---

🌐 Live Server

MCP server is running here:
Tool URL (SSE): https://mcp-server-vs1x.onrender.com/sse

To test if it’s working, simply visit the link above — you’ll see a plain text confirmation.

image

---

🚀 Features

- search_papers(topic): Search and save top arXiv papers by topic
- extract_info(paper_id): Retrieve paper details from stored JSON
- get_topic_papers(topic): Read summaries for all papers in a topic
- get_available_folders(): List all saved topic folders
- Prompt template for Claude to generate full topic reports

---

🧑‍💻 Project Structure

.
├── main.py        # Main FastMCP server
├── Dockerfile                # For deployment on Render
├── pyproject.toml            # Python project setup (required by uv)
├── uv.lock                   # Dependency lock file (required by uv)
├── papers/                   # Local storage for downloaded paper info

---

📦 Requirements

- Python 3.11+
- uv: A fast Python package manager
- Render.com (for deployment)

---

🛠️ Local Setup (Optional)

```bash
git clone https://github.com/YOUR_USERNAME/mcp-sse-server.git
cd mcp-sse-server

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