An MCP server enabling LLMs to write integration tests through live test environment interaction
A framework for testing MCP (Model Context Protocol) client and server implementations against the specification.
AGPL-3.0 browser-testing MCP server with lifecycle-safe process management.
Video-first visual UX testing MCP for coding agents
MCP client SDK for connecting to and testing MCP servers
A lightweight, fully client-side React component for inspecting and testing MCP (Model Context Protocol) servers using streamable HTTP — no server-side dependencies required.
An MCP server for testing MCP servers you are developing with AI assistants
A high-level API to automate web browsers
A high-level API to automate web browsers
Mock debug adapter for testing MCP debugger
Web UI dashboard for testing MCP servers
Otter A/B Testing MCP server — manage projects, experiments, and results from any AI assistant
The most complete MCP server for API testing. 36 tools: HTTP requests (with token-optimized responses), assertions, request flows, OpenAPI import, mock data, load testing, collections, environments, native export/import, Postman import/export, cURL export
A UI component for visualizing and validating MCP Server Cards, and for testing MCP server capabilities using the server card definition.
testing mcp server to retrive api dealpos
A framework for testing MCP servers
Security testing MCP server with 51 tools for penetration testing, forensics, and vulnerability assessment
Visual regression testing MCP server — pixel comparison, diff generation, and markdown reporting for screenshot baselines.
MCP server for Chrome DevTools
Desktop browser automation and testing MCP server powered by Playwright — web/canvas game testing, screenshots, evidence capture.
When testing the rust-docs MCP server, call the tools from the rust-docs-testing MCP.
Audit any repo for AI-readiness. Checks agent configs, repo hygiene, grounding docs, testing, MCP integrations, and scores it all.
Multi-container Firefox browser for security testing — MCP + A2A server
A simple Hello World MCP server
tui-td drives terminal applications in a PTY, captures ANSI state as structured data, and provides PNG screenshots and HTML renders. Includes an MCP server for AI-driven testing, a JSON test runner, and RSpec matchers.
Claude Swarm enables you to run multiple Claude Code instances that communicate with each other via MCP (Model Context Protocol). Create AI development teams where each instance has specialized roles, tools, and directory contexts. Define your swarm topology in simple YAML and let Claude instances collaborate across codebases. Perfect for complex projects requiring specialized AI agents for frontend, backend, testing, DevOps, or research tasks.
CompletionKit is a prompt testing platform that runs as a Rails engine or a standalone app. Run prompts against real datasets, score every output with an LLM judge against criteria you define, track prompt versions, and get AI-generated improvement suggestions grounded in your actual results. Includes a web UI, REST API, and a built-in MCP server with 34 tools.
rails-ai-context turns your running Rails app into the source of truth for AI coding assistants. Instead of guessing from training data or stale file reads, agents query 38 live tools (via MCP server or CLI) to get your actual schema, associations, routes, inherited filters, conventions, and test patterns. Semantic validation catches cross-file errors (wrong columns, missing partials, broken routes) before code runs — so AI writes correct code on the first try. Auto-generates context files for Claude Code, Cursor, GitHub Copilot, OpenCode, and Codex CLI. Works standalone or in-Gemfile.
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