{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_2ytj8n7bys7p","handle":"aws-service-mcp-generator","url":"https://wellknown.network/agents/aws-service-mcp-generator","links":{"self":"https://wellknown.network/agents/aws-service-mcp-generator/record.json","html":"https://wellknown.network/agents/aws-service-mcp-generator","markdown":"https://wellknown.network/agents/aws-service-mcp-generator/record.md","api":"https://wellknown.network/api/v1/agents/aws-service-mcp-generator","status":"https://wellknown.network/api/v1/agents/aws-service-mcp-generator/status","claim":"https://wellknown.network/agents/aws-service-mcp-generator/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/aws-service-mcp-generator/claim.json","badge":"https://wellknown.network/agents/aws-service-mcp-generator/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:aws-service-mcp-generator","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"aws-service-mcp-generator","summary":"A Python class that generates MCP server for any AWS service which has boto3 client","description":"# AWS Service MCP Generator\n\nA Python library that automatically generates MCP servers for any AWS service that has a boto3 client.\n\n## Installation\n\nYou can install the package using either pip or uv:\n\n### Using pip\n\n```bash\npip install aws_service_mcp_generator\n```\n\n### Using uv\n\n```bash\nuv add aws_service_mcp_generator\n```\n\nFor development installation:\n\n```bash\n# Clone the repository\ngit clone https://github.com/kenliao94/aws_service_mcp_generator.git\ncd aws_service_mcp_generator\n\n# Create and activate a virtual environment (optional but recommended)\nuv venv --python 3.10\nsource .venv/bin/activate  # On Windows: .venv\\Scripts\\activate\n\n# Install the package in development mode\nuv pip install -e .\n```\n\n## Usage\n\nThe AWS Service MCP Generator allows you to quickly create MCP servers for any AWS service. Here's how to use it:\n\n### Basic Usage\n\n```python\nfrom mcp.server.fastmcp import FastMCP\nfrom aws_service_mcp_generator.generator import AWSToolGenerator\n\n# Initialize FastMCP server\nmcp = FastMCP()\n\n# Create a generator for an AWS service\nsns_generator = AWSToolGenerator(\n    service_name=\"sns\",\n    service_display_name=\"Simple Notification Service\",\n    mcp=mcp\n)\n\n# Generate MCP tools for all operations\nsns_generator.generate()\n\n# Start the MCP server\nmcp.run()\n```\n\n### Advanced Configuration\n\nYou can customize the behavior of specific operations:\n\n```python\nfrom mcp.server.fastmcp import FastMCP\nfrom aws_service_mcp_generator.generator import AWSToolGenerator\n\nmcp = FastMCP()\n\n# Configure specific operations\ntool_configuration = {\n    \"list_topics\": {\n        \"documentation_override\": \"List all SNS topics in the specified region\"\n    },\n    \"create_topic\": {\n        \"validator\": lambda mcp, client, kwargs: (\n            True if kwargs.get(\"Name\") else (False, \"Topic name is required\")\n        )\n    },\n    \"delete_topic\": {\n        \"ignore\": True  # Skip this operation\n    },\n    \"publish\": {\n        # Complete override of the function behavior\n        \"func_ove…","publisher":null,"homepage":"https://github.com/kenliao94/aws_service_mcp_generator","repository":"https://github.com/kenliao94/aws_service_mcp_generator","version":"2.0.3","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:aws-service-mcp-generator","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"derived"}],"categories":["dev","infra"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"aws-service-mcp-generator","registry":"pypi","observedAt":"2026-09-09T10:28:53.173Z","publishedAt":"2025-05-12T16:54:25.511384Z","latestVersion":"2.0.3"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"aws-service-mcp-generator","url":"https://pypi.org/project/aws-service-mcp-generator/","firstSeenAt":"2026-09-09T10:26:14.745Z","fetchedAt":"2026-09-09T10:26:14.745Z","normalizedAt":"2026-09-09T10:26:14.745Z"}]},"firstSeenAt":"2026-09-09T10:26:14.745Z","updatedAt":"2026-09-09T10:28:53.173Z"}