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The agentic-tool-design-demos MCP server was last committed 2d ago and has 1 contributor. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

agentic-tool-design-demos MCP Server

Name: mikegc-aws/agentic-tool-design-demos
Rating: 3.0 (1 reviews)
Author: mikegc-aws

mikegc-aws/agentic-tool-design-demos

Score: 49.6 Rank #84 AI Tool

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Building Better Tools for AI Agents — demo code from conference talk

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Overview

mikegc-aws/agentic-tool-design-demos is a Python agent tool. Building Better Tools for AI Agents — demo code from conference talk

Ranked #84 out of 116 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python No license

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 2d ago

Last commit 2d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Good

License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

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License low impact

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Contributors medium impact

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Markdown

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 1
Dependents: —
Language: Python
License: —
Last Commit: 2d ago

Matched Queries

"agent tool"

From the README

# Building Better Tools for AI Agents

Demo code from the **"Building Better Tools for AI Agents"** talk 2026.

Shows why traditional REST APIs fail when AI agents use them, and how to fix it with outcome-oriented tool design, MCP, and AgentCore Gateway semantic search.

## What's Inside

```
backend/                         # AWS infrastructure setup
  deploy_dynamodb.py             # Create DynamoDB tables + seed demo data
  teardown_dynamodb.py           # Delete DynamoDB tables
  deploy_gateway.py              # Create AgentCore Gateway + Lambda tools
  teardown_gateway.py            # Delete Gateway infrastructure
  lambda_function.py             # Lambda backing all Gateway tools

demos/                           # The demos (run locally)
  db.py                          # Shared DynamoDB access layer
  comparison.py                  # Side-by-side metrics (no LLM needed)
  demo_1_disaster/               # Bad: REST API + agent struggle
    accounting_api.py            # Enterpri

Read full README on GitHub →