Mcp2lambda
MCP2Lambda is an MCP server that allows AWS Lambda functions to be used as tools for large language models (LLMs) without modifying the code. It builds a bridge between AI models and Lambda functions through the Model Context Protocol (MCP), enabling models to access private resources and perform custom operations.
rating : 3 points
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What is MCP2Lambda?
MCP2Lambda is a server based on the Model Context Protocol (MCP) that allows you to integrate any AWS Lambda function as a tool into large language models (LLMs). This can be achieved without changing the existing code.How to use MCP2Lambda?
Simply start the MCP2Lambda server and use it with an MCP - supported client to start exploring the powerful features of Lambda functions.Applicable Scenarios
Suitable for application scenarios that require access to private resources, execution of custom logic, or interaction with other AWS services.Main Features
Automatically Discover Lambda FunctionsAutomatically identify Lambda functions in the account and register them as independent tools.
Dynamically Invoke Lambda FunctionsInvoke Lambda functions through a simple interface and pass the required parameters.
Security IsolationEnsure that the model can only invoke Lambda functions and cannot directly access other AWS services.
Advantages and Limitations
Advantages
Seamlessly integrate AWS Lambda functionality
Enhance the data processing capabilities of LLMs
Support private network access
Limitations
Require appropriate AWS permission settings
May involve high costs
How to Use
Install MCP2Lambda
Clone the repository and install the dependencies.
Configure AWS Credentials
Ensure that the AWS CLI credentials are correctly configured.
Deploy Example Lambda Functions
Use the AWS SAM CLI to deploy predefined example functions.
Start the MCP2Lambda Server
Run the MCP2Lambda server to enable the tools.
Usage Examples
Get Customer IDQuery the unique identifier of a customer by email address.
Calculate the Number of Prime NumbersCalculate the number of prime numbers within a specified range.
Frequently Asked Questions
How to disable the pre - discovery mode?
Does it support custom Lambda functions?
Related Resources
GitHub Project Homepage
The official code repository for the MCP2Lambda project.
AWS Lambda Documentation
Understand the basic concepts and usage methods of AWS Lambda.
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