Gel MCP Server
G

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.
2.5 points
10.2K

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 toolchain

Applicable 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
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 100
Demonstrate how to query products with a price higher than 100.
Search for 'for loop' in the Documentation
Demonstrate 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.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

R
Rsdoctor
Rsdoctor is a build analysis tool specifically designed for the Rspack ecosystem, fully compatible with webpack. It provides visual build analysis, multi - dimensional performance diagnosis, and intelligent optimization suggestions to help developers improve build efficiency and engineering quality.
TypeScript
9.0K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
9.7K
5 points
T
Testkube
Testkube is a test orchestration and execution framework for cloud-native applications, providing a unified platform to define, run, and analyze tests. It supports existing testing tools and Kubernetes infrastructure.
Go
6.4K
5 points
M
MCP Windbg
An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.
Python
10.0K
5 points
R
Runno
Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.
TypeScript
7.7K
5 points
N
Netdata
Netdata is an open-source real-time infrastructure monitoring platform that provides second-level metric collection, visualization, machine learning-driven anomaly detection, and automated alerts. It can achieve full-stack monitoring without complex configuration.
Go
9.7K
5 points
M
MCP Server
The Mapbox MCP Server is a model context protocol server implemented in Node.js, providing AI applications with access to Mapbox geospatial APIs, including functions such as geocoding, point - of - interest search, route planning, isochrone analysis, and static map generation.
TypeScript
8.9K
4 points
U
Uniprof
Uniprof is a tool that simplifies CPU performance analysis. It supports multiple programming languages and runtimes, does not require code modification or additional dependencies, and can perform one-click performance profiling and hotspot analysis through Docker containers or the host mode.
TypeScript
7.3K
4.5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
19.3K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
30.7K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
22.4K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
64.6K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
27.5K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
59.7K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
20.3K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
87.0K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase