All-in-MCP
About
Provides utility functions for common tasks like text processing, encoding, decoding, hashing, and system information.
Details
- Author
- jiahaoxiang2000
- Categories
- Developer Tools, Productivity, File Management
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Setup
Install All-in-MCP in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/jiahaoxiang2000/all-in-mcp
Follow the installation instructions in the repository README, then restart your MCP client.
A FastMCP-based Model Context Protocol (MCP) server providing academic paper search, web search, and PDF processing utilities. Features a modular architecture with both proxy and standalone server capabilities.
- All-in-MCP Introduction Slides
- Introduction Video on Bilibili
All-in-MCP uses a modernFastMCP architecturewith three main components:
- 🔄 All-in-MCP Proxy Server: Main server that routes requests to academic tools and web search
- 📚 APaper Module: Isolated academic research server with specialized paper search tools
- 🔍 Qwen Search Module: Web search server powered by Qwen/Dashscope API with SSE-based MCP
This design provides better modularity, performance, and scalability.
All servers expose search tools as FastMCP endpoints with automatic tool registration:
All tools are implemented using FastMCP decorators with automatic registration, built-in validation, and enhanced error handling.
- Video for Env SetupVideo for Claude code
- Overview PDFPDF for Claude code
- Python 3.10 or higher
- pipxfor Python package installation
- npxfor MCP Inspector (Node.js required)
Add the servers to your MCP client configuration:
{ "servers": { "all-in-mcp": { "type": "stdio", "command": "pipx", "args": ["run", "all-in-mcp"], "env": { "APAPER": "true", "QWEN_SEARCH": "true", "DASHSCOPE_API_KEY": "your_api_key_here", "GITHUB_REPO_MCP": "true" } } } }
{ "mcpServers": { "all-in-mcp": { "type": "stdio", "command": "pipx", "args": ["run", "all-in-mcp"], "env": { "APAPER": "true", "QWEN_SEARCH": "true", "DASHSCOPE_API_KEY": "your_api_key_here", "GITHUB_REPO_MCP": "true" } } } }
The main proxy server supports multiple MCP backends through environment variables:
# Run with APaper academic tools enabled APAPER=true pipx run all-in-mcp # Run with Qwen Search web search enabled QWEN_SEARCH=true DASHSCOPE_API_KEY=your_api_key_here pipx run all-in-mcp # Run with GitHub repository tools enabled GITHUB_REPO_MCP=true pipx run all-in-mcp # Run with all backends enabled APAPER=true QWEN_SEARCH=true DASHSCOPE_API_KEY=your_api_key_here GITHUB_REPO_MCP=true pipx run all-in-mcp # Run standalone APaper server (academic tools only) pipx run apaper # Run standalone Qwen Search server (web search only) DASHSCOPE_API_KEY=your_api_key_here pipx run qwen-search
Note: If you have the package installed globally, you can also run directly:all-in-mcporqwen-search
Use the official MCP Inspector to debug and test server functionality:
# Debug the main proxy server with APaper tools APAPER=true npx @modelcontextprotocol/inspector pipx run all-in-mcp # Debug with all backends enabled APAPER=true GITHUB_REPO_MCP=true npx @modelcontextprotocol/inspector pipx run all-in-mcp # Debug standalone APaper server npx @modelcontextprotocol/inspector pipx run apaper
When developing locally, useuv runto debug specific MCP functions:
# Debug APaper server (academic tools) npx @modelcontextprotocol/inspector uv run apaper # Debug all-in-mcp proxy with APaper enabled APAPER=true npx @modelcontextprotocol/inspector uv run all-in-mcp # Debug all-in-mcp proxy with GitHub repo tools enabled GITHUB_REPO_MCP=true npx @modelcontextprotocol/inspector uv run all-in-mcp # Debug all-in-mcp with all backends enabled APAPER=true QWEN_SEARCH=true DASHSCOPE_API_KEY=your_api_key_here GITHUB_REPO_MCP=true npx @modelcontextprotocol/inspector uv run all-in-mcp # Debug Qwen Search server DASHSCOPE_API_KEY=your_api_key_here npx @modelcontextprotocol/inspector uv run qwen-search
- 🔍Interactive Tool Testing: Test all available tools with real parameters
- 📊Server Information: View server capabilities and tool schemas
- 🐛Debug Messages: Monitor server communication and error messages
- ⚡Real-time Testing: Execute tools and see results immediately
Perfect for development, debugging, and understanding how the FastMCP tools work.
For development setup and contribution guidelines, see theDevelopment Guide.
# Clone the repository git clone https://github.com/jiahaoxiang2000/all-in-mcp.git cd all-in-mcp # Install with development dependencies uv sync --extra dev # Run tests (now using unittest) uv run python tests/test_fastmcp_server.py uv run python tests/test_apaper_iacr.py uv run python tests/test_apaper_pdf.py uv run python tests/test_qwen_search.py
This is a web browser that enables your coding agent, such as Claude Code, to visit websites on your behalf and assist you in identifying bugs or creating UI test cases.
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