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awslabs-syntheticdata-mcp-server

library1.0.15pypypiunverified

An AWS Labs Model Context Protocol (MCP) server for generating synthetic data. Currently at version 1.0.15, released on PyPI. Active development with periodic releases.

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pip install awslabs-syntheticdata-mcp-server

github ↗package ↗homepage ↗docs ↗changelog ↗

INSTALL

IMPORT

SIG · AWSLABS-SYNTHETICD

awslabs-syntheticdata-mcp-server

awspythonv1.0.15

Install

—

Import

—

Disk

—

Pass rate

0/ 10

Env Coverage0 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v? · pip install

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

build_error

glibc

py 3.10–3.95 runs

build_error

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

SyntheticDataServer

✓ from awslabs_syntheticdata_mcp_server import SyntheticDataServer

✗ from syntheticdata_mcp_server import SyntheticDataServer

Package name uses underscores, not hyphens.

Basic usage to generate synthetic data using the MCP server.

import os from awslabs_syntheticdata_mcp_server import SyntheticDataServer # Initialize server (uses AWS credentials from environment) server = SyntheticDataServer() # Example: generate synthetic data prompt = "Generate a CSV with 10 rows of customer data including name, email, and age" result = server.generate(prompt=prompt) print(result)

Debug

Known issues

gotchaThe package import name uses underscores (awslabs_syntheticdata_mcp_server) not hyphens. Using hyphens will cause ModuleNotFoundError.

fix

Replace hyphens with underscores in import statements.

affects: all

breakingRequires Python >=3.10. Using older Python versions will fail installation.

fix

Upgrade Python to 3.10 or later.

affects: all

gotchaAWS credentials must be configured via environment variables (AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY) or IAM role. The server will fail at runtime if no credentials are found.

fix

Ensure valid AWS credentials are set in the environment or use an IAM role when running on AWS.

affects: all

Upgrade

Version history

1.0.15latest on PyPI · released Mar 24, 2026

Audit

Dependencies

mcprequiredCore MCP protocol support

boto3requiredAWS SDK for interactions with Bedrock and other services

Agent activity

24 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/awslabs/mcp ↗

packagehttps://pypi.org/project/awslabs-syntheticdata-mcp-server/ ↗

homepagehttps://awslabs.github.io/mcp/ ↗

docshttps://awslabs.github.io/mcp/servers/syntheticdata-mcp-server/ ↗

changeloghttps://github.com/awslabs/mcp/blob/main/src/syntheticdata-mcp-server/CHANGELOG.md ↗