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Mcp Server Redis

Mcp Server Redis

Created by prajwalnayak7•4 months ago
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MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate

Data & Storage
mcp-serverrediscaching

Usage

The structure is as follows:

mcp-server-redis/
├── src/
│   ├── __init__.py
│   ├── main.py           # Main entry point
│   ├── config.py         # Configuration
│   ├── connection.py     # Redis connection management
│   ├── resources/        # Resource implementations
│   │   ├── __init__.py
│   │   ├── status.py     # Connection status resources
│   │   └── keys.py       # Key-related resources
│   └── tools/           # Tool implementations
│       ├── __init__.py
│       ├── basic.py     # Basic Redis operations
│       ├── lists.py     # List operations
│       ├── hashes.py    # Hash operations
│       ├── sets.py      # Set operations
│       └── pubsub.py    # Pub/Sub operations
├── tests/              # Test directory
│   └── __init__.py
├── README.md
└── pyproject.toml

To use this server, you’ll need to:

Install the required dependencies:

[If not already installed] https://docs.astral.sh/uv/

uv venv

source .venv/bin/activate

uv sync

Refer to the .env.example file to configure your Redis connection by adding the appropriate variables.

Run the server:

python src/server.py

Capabilities of this server

Resources:

  • redis://status - Current connection status
  • redis://info - Redis server information
  • redis://keys/{pattern} - List keys matching a pattern

Tools:

  • Basic operations:
    • get_value - Get a value
    • set_value - Set a value with optional expiry
    • delete_key - Delete a key
    • increment - Increment a numeric value
  • List operations:
    • list_push - Push values to a list
    • list_range - Get range of list values
  • Hash operations:
    • hash_set - Set hash fields
    • hash_get - Get hash fields
  • Set operations:
    • set_add - Add to a set
    • set_members - Get set members
  • Pub/Sub:
    • publish_message - Publish a message

Each tool includes error handling and returns meaningful responses. The server will automatically reconnect to Redis if the connection is lost.

You can test it with the MCP Inspector: mcp dev src/server.py

Or install it in Claude Desktop: mcp install src/server.py

Example

User: What's the current Redis connection status?
LLM: Let me check the Redis connection status for you.

[Reading resource redis://status]

The Redis server is currently connected and running on localhost:6379, database 0.

User: Can you store my name "Alice" in Redis?
LLM: I'll help you store your name in Redis using the set_value tool.

[Calling set_value with key="name" value="Alice"]
Successfully set key 'name'

I've stored your name "Alice" in Redis under the key "name". Would you like me to verify the value was stored correctly by retrieving it?

User: Yes please verify it
LLM: I'll retrieve the value using the get_value tool.

[Calling get_value with key="name"]
Alice

Yes, I can confirm that your name "Alice" was successfully stored in Redis and can be retrieved correctly. The value matches exactly what we stored.

This implementation provides a solid foundation for Redis integration through MCP. You can extend it further by adding more Redis commands as needed for your specific use case.

Prerequisites

  • •Familiarity with the server domain
  • •Basic understanding of related technologies
  • •Knowledge of Data & Storage

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Details

Created

March 07, 2025

Last Updated

March 07, 2025

Category

Data & Storage

Author

prajwalnayak7

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