L

Lambda MCP Server

This project demonstrates a serverless MCP (Model Context Protocol) tool implementation based on AWS Lambda, including a Python server - side and a TypeScript client, supporting streaming HTTP communication. The server - side simplifies the MCP tool development process, has built - in session state management, and demonstrates integration with Amazon Bedrock.
2.5 points
59

What is Lambda MCP Server?

Lambda MCP Server is a serverless implementation running on AWS Lambda, allowing developers to easily create and deploy tools compliant with the MCP protocol. It is particularly suitable for scenarios where rapid development and deployment of AI tools are required.

How to use Lambda MCP Server?

Developers only need to define tool functions with simple Python decorators, and Lambda MCP Server will automatically handle complex issues such as protocol compatibility, request parsing, and response formatting.

Use cases

Suitable for scenarios where rapid construction and deployment of AI tools are required, especially when you want the tools to seamlessly integrate with AI services such as Amazon Bedrock.

Main features

Minimal developmentCreate fully functional MCP tools with just a few lines of code, greatly reducing boilerplate code.
Session state managementBuilt - in session state management for cross - tool calls, automatically persisted to DynamoDB.
Streamable HTTP supportSupports streaming HTTP communication, suitable for handling long - running tasks or large responses.
Amazon Bedrock integrationBuilt - in integration capabilities with Amazon Bedrock and Nova Pro, easily build intelligent agents.

Advantages and limitations

Advantages
Serverless architecture, auto - scaling, no need to manage infrastructure
Extremely low development threshold, new tools can be deployed in minutes
Built - in session management, simplifies state persistence implementation
Deep integration with the AWS ecosystem, especially Bedrock AI services
Limitations
Currently, there are few clients supporting Streamable HTTP
Lambda execution time limits may affect long - running tasks
Requires an AWS account and basic cloud service knowledge

How to use

Prepare an AWS account
Ensure you have an AWS account and have configured appropriate permissions.
Install SAM CLI
Install the AWS Serverless Application Model command - line tool.
Deploy the server
Use SAM CLI to build and deploy the server application.
Create a tool
Add your tool function in app.py.

Usage examples

Simple greeting toolCreate a simple tool that returns a fixed greeting.
Session counterCreate a counter tool that maintains state across calls.
AWS resource queryQuery the number of S3 buckets in an AWS account.

Frequently Asked Questions

What is MCP?
Why choose Lambda to implement the MCP server?
How to protect my MCP server?
Which clients are supported?

Related resources

Official MCP protocol documentation
The official GitHub repository of the Model Context Protocol
TypeScript MCP SDK
The official TypeScript SDK supporting Streamable HTTP
the_context video explanation
Function demonstration and discussion of Lambda MCP Server
AWS SAM documentation
Official documentation of the AWS Serverless Application Model
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
N
Notte Browser
Certified
Notte is an open-source full-stack network AI agent framework that provides browser sessions, automated LLM-driven agents, web page observation and operation, credential management, etc. It aims to transform the Internet into an agent-friendly environment and reduce the cognitive burden of LLMs by describing website structures in natural language.
659
4.5 points
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
343
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
829
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
228
4 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
324
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
111
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
615
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
555
5 points
Featured MCP Services
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
829
4.3 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
141
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
1.7K
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
86
4.3 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
6.7K
4.5 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#
565
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
282
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
753
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase