https://github.com/monkdbofficial/monkdb-mcp

An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜
https://github.com/monkdbofficial/monkdb-mcp

ai-agents ai-gateway database llm llm-agent mcp mcp-server monkdb olap python3 rag typescript unified-data-platform

Last synced: 5 months ago
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An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜

• Host: GitHub
• URL: https://github.com/monkdbofficial/monkdb-mcp
• Owner: monkdbofficial
• License: apache-2.0
• Created: 2025-05-07T04:21:32.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2025-05-07T05:54:14.000Z (5 months ago)
• Last Synced: 2025-05-07T06:25:08.467Z (5 months ago)
• Topics: ai-agents, ai-gateway, database, llm, llm-agent, mcp, mcp-server, monkdb, olap, python3, rag, typescript, unified-data-platform
• Language: Python
• Homepage:
• Size: 90.8 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Security: SECURITY.md

Awesome Lists containing this project

• awesome-mcp-servers - **monkdb-mcp** - An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜 `python` `ai-agents` `ai-gateway` `database` `llm` `pip install git+https://github.com/manohar9694/monkdb-mcp` (Database)
• awesome-mcp-servers - **monkdb-mcp** - An MCP server 🚀 for MonkDB, licensed under Apache 2.0 📜 `python` `ai-agents` `ai-gateway` `database` `llm` `pip install git+https://github.com/manohar9694/monkdb-mcp` (Database)

README

          
# MonkDB MCP Server

![typescript-support](https://img.shields.io/badge/TypeScript-Supported-blue?logo=typescript)

![python-support](https://img.shields.io/badge/Python-Supported-blueviolet?logo=python)

A **Model Context Protocol (MCP)** server acts as a standardized bridge between large language models (LLMs) like Claude and databases such as MonkDB, allowing these models to perform advanced database operations securely and efficiently through natural language instructions.

## What is MCP?

The Model Context Protocol (MCP) is an open standard designed to let AI systems connect with external data sources and tools. It provides a universal, structured communication channel between:

- **MCP Clients**: AI assistants (e.g., Claude, Cursor.ai) that need data or tool access.

- **MCP Servers**: Services exposing data or functionality (e.g., a MonkDB server) for use by LLMs

## How Does an MCP Server Work with MonkDB?

An MCP server for MonkDB would expose MonkDB’s capabilities as a set of standardized, secure commands that LLMs can invoke. This enables LLMs to:

- **Query the database**: Run searches, filter results, and retrieve specific documents or records.

- **Inspect table/collection schemas**: Understand the structure, fields, and data types in MonkDB tables.

- **Check server health**: Run diagnostics, monitor performance, and report on availability.

## Key Features and Benefits

- **Natural Language Interface**: LLMs translate user queries into MCP commands, making database interaction accessible to non-experts.

- **Standardized Protocol**: Ensures consistent authentication, error handling, and data formatting across different clients and servers.

- **Security**: Access control and validation are built into the server, preventing unauthorized or unsafe operations.

- **Scalability**: MCP can support multiple LLM clients and MonkDB instances, facilitating horizontal scaling and robust data access.

- **Extensibility**: New tools or database actions can be added to the MCP server as needed, future-proofing the integration.

## Architecture Overview

| Component    | Role                                                                                   |

|--------------|----------------------------------------------------------------------------------------|

| Host         | Embeds the LLM (e.g., a chatbot or IDE)                                                |

| MCP Client   | Mediates between the host and MCP server, routing requests and injecting context       |

| MCP Server   | Exposes MonkDB’s data and tools, handling requests and returning structured results    |

This separation allows for easier integration, better security, and more maintainable code.

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## Directory Layout

- `mcp_monkdb`- This directory contains the code of MonkDB's MCP server for Python3 stacks.

- `typescript`- This directory contains the code of MonkDB's MCP server for TS stacks.

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## README Index

- [Python](./mcp_monkdb/README.md)

- [Typescript](./typescript/README.md)

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