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Mcp-Api-Testing-Agent--Model-Context-Protocol MCP Server

SHREELASYABEZAWADA/Mcp-Api-Testing-Agent--Model-Context-Protocol

Score: 42.6 Rank #12196 MCP Server
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Developed an AI-powered API testing agent using MCP to automate test-case generation, execution, and result analysis; built custom MCP tools to discover endpoints and validate responses. Implemented LLM-based workflows to generate test scenarios and automate failure analysis with actionable reports. Tools:Python, MCP, OpenAI, REST APIs, LangChain.

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Overview

SHREELASYABEZAWADA/Mcp-Api-Testing-Agent--Model-Context-Protocol is a Python MCP server. Developed an AI-powered API testing agent using MCP to automate test-case generation, execution, and result analysis; built custom MCP tools to discover endpoints and validate responses. Implemented LLM-based workflows to generate test scenarios and automate failure analysis with actionable reports. Tools:Python, MCP, OpenAI, REST APIs, LangChain.

Ranked #12196 out of 24850 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 31 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for SHREELASYABEZAWADA/Mcp-Api-Testing-Agent--Model-Context-Protocol
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Matched Queries

"model context protocol""model-context-protocol"

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