Api Tester Ai Mcp
Run agent-driven API test passes against your local or staging endpoints before you ship breaking changes.
Overview
api-tester-ai-mcp is a Ship-phase MCP server that lets coding agents execute API testing workflows via MEOK AI Labs stdio integration.
What is this MCP server?
- stdio MCP server api-tester-ai-mcp v1.0.4 on PyPI
- GitHub source under CSOAI-ORG for MEOK AI Labs
- Agent-invokable API testing workflow
- Complements manual Postman flows inside Claude Code or Cursor
- Server version 1.0.4
- Transport: stdio
- PyPI identifier: api-tester-ai-mcp
What problem does it solve?
You fix one endpoint and forget to re-run the full API smoke suite because testing lives outside your agent session.
Who is it for?
Solo API owners who want lightweight agent-driven HTTP checks during pre-launch hardening.
Skip if: Teams that require full k6 load tests, browser E2E, or compliance pen tests only from dedicated CI gates.
What do I get? / Deliverables
Once configured, your agent can call API tester MCP tools to hit routes and report failures in the same thread as your code changes.
- Agent-executed API test calls and result feedback
- Faster pre-ship confidence on endpoint behavior
Recommended MCP Servers
Journey fit
How it compares
Interactive API testing MCP, not a replacement for structured CI test matrices or security scanning skills.
Common Questions / FAQ
Who is api-tester-ai-mcp for?
Independent developers using MCP agents who maintain HTTP APIs and want in-editor test execution.
When should I use api-tester-ai-mcp?
Use it in Ship testing when validating endpoints, auth flows, or regressions before release.
How do I add api-tester-ai-mcp to my agent?
Install the api-tester-ai-mcp PyPI package, add a stdio MCP entry in your agent config, and provide base URLs plus credentials for the environments you test.