Gel MCP Server
A TypeScript-based Gel Database MCP Server that simplifies database operations through EdgeQL queries and supports LLM agents to automatically learn schemas, write, and validate queries.
rating : 2.5 points
downloads : 102
What is the Gel Database MCP Server?
The Gel Database MCP Server is a tool designed to interact with your Gel database through natural language. It allows you to automate database operations using EdgeQL queries, supports the Model Context Protocol (MCP), and provides the ability for LLM (Large Language Model) agents to learn the database structure, generate, validate, and execute queries.How to Use the Gel Database MCP Server?
1. Install dependencies 2. Initialize the project 3. Generate query files 4. Configure connection settings 5. Build the project 6. Start the server 7. Test the connection 8. Add to the LLM toolchainApplicable Scenarios
Suitable for developers who need efficient database operations, especially teams that want to automate database tasks using LLMs.Main Features
Describe Schema (describe-schema)Helps LLM agents understand the database structure, such as entity types, attributes, and relationships.
Validate Query (validate-query)Checks the syntax of EdgeQL queries before execution.
Execute EdgeQL (execute-edgeql)Runs EdgeQL queries directly and retrieves database results.
Search Gel Docs (search-gel-docs)Searches Gel database documentation by keywords to obtain context-related help.
Execute TypeScript (execute-typescript)Runs TypeScript-based queries, supporting more complex logic processing.
Advantages and Limitations
Advantages
Supports multiple LLM models, such as Cursor and Claude
Automatically completes the learning of the database structure and query generation
Supports a rich query validation mechanism to reduce the risk of errors
Easy to integrate into existing development processes
Limitations
Requires a certain database foundation to configure initial settings
May require additional debugging for complex queries
Has certain requirements for the network environment
How to Use
Install Dependencies
Run `yarn install` to install the required dependencies.
Initialize the Project
Use `npx gel project init` to create a new project.
Generate Query Files
Run `npx @gel/generate edgeql-js` to generate query files.
Configure Connection Settings
Edit the database connection information in the `src/index_gel.ts` file.
Build the Project
Run `yarn build` to build the project.
Start the Server
Run `node build/index.js` to start the server.
Test the Connection
After ensuring the server is running properly, add it to the LLM toolchain.
Usage Examples
Query Products with a Price Greater Than 100Demonstrate how to query products with a price higher than 100.
Search for 'for loop' in the DocumentationDemonstrate how to search for specific content in the Gel documentation.
Frequently Asked Questions
How to initialize the project?
How to add it to the Cursor toolchain?
How to validate query syntax?
Related Resources
Gel Official Documentation
Official documentation for the Gel database.
Model Context Protocol
Detailed introduction to the MCP protocol.
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