Used for loading API key from environment variables, allowing secure configuration of the Jina AI integration
Serves as the runtime environment for the MCP server, executing the Jina AI integration
Used for defining tool signatures and response formats when interacting with Jina AI's neural search capabilities
Jina AI MCP Server
A Model Context Protocol (MCP) server that provides seamless integration with Jina AI's neural search capabilities. This server enables semantic search, image search, and cross-modal search functionalities through a simple interface.
🚀 Features
- Semantic Search: Find semantically similar documents using natural language queries
- Image Search: Search for visually similar images using image URLs
- Cross-Modal Search: Perform text-to-image or image-to-text searches
📋 Prerequisites
- Node.js 16 or higher
- A Jina AI account and API key (Get one here)
- MCP-compatible environment (e.g., Cline)
🛠️ Installation
- Clone the repository:
- Install dependencies:
- Create a
.env
file with your Jina AI API key:
- Build the server:
⚙️ Configuration
Add the following configuration to your MCP settings file:
🔍 Available Tools
1. Semantic Search
Perform semantic/neural search on text documents.
2. Image Search
Search for similar images using an image URL.
3. Cross-Modal Search
Perform text-to-image or image-to-text search.
📝 Response Format
All search tools return results in the following format:
🔐 Error Handling
The server handles various error cases:
- Invalid API key
- Missing or invalid parameters
- API rate limits
- Network errors
- Invalid collection names
All errors are properly formatted and returned with appropriate error codes and messages.
🤝 Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
📄 License
This project is licensed under the MIT License - see the LICENSE file for details.
🙏 Acknowledgments
- Jina AI for their excellent neural search platform
- Model Context Protocol for the MCP specification
This server cannot be installed
remote-capable server
The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.
Enables semantic search, image search, and cross-modal search functionalities through integration with Jina AI's neural search capabilities.
- 🚀 Features
- 📋 Prerequisites
- 🛠️ Installation
- ⚙️ Configuration
- 🔍 Available Tools
- 📝 Response Format
- 🔐 Error Handling
- 🤝 Contributing
- 📄 License
- 🙏 Acknowledgments
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