"A server for finding information about Perplexity AI" matching MCP servers:

• Perplexity MCP Server

  joewilsonai

  A

  license

  B

  quality

  D

  maintenance

  Enables intelligent code analysis and debugging through the Perplexity AI's API, offering detailed error analysis, pattern detection, and comprehensive solutions, with integration support for the Claude desktop client.

  Updated 3 months ago (2026-05-10 22:51 UTC)

  1

  1,431

  13

  MIT

• A-Eyes

  florian-priegnitz

  A

  license

  A

  quality

  D

  maintenance

  MCP server enabling Claude Code to capture screenshots of Windows applications through WSL2, allowing AI to diagnose UI errors and verify layouts.

  Updated 3 months ago (2026-05-04 20:15 UTC)

  11

  MIT

• MCP Perplexity Server

  IBM

  A

  license

  -

  quality

  D

  maintenance

  A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.

  Updated 6 months ago (2026-02-16 18:42 UTC)

  1

  Apache 2.0

• MCP as a Judge

  OtherVibes

  A

  license

  -

  quality

  C

  maintenance

  A validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.

  Updated 8 months ago (2025-12-15 09:36 UTC)

  17

  MIT

• spring-ai-playground

  spring-ai-community

  A

  license

  -

  quality

  A

  maintenance

  Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.

  Updated 18 days ago (2026-07-23 14:11 UTC)

  131

  Apache 2.0
• 

  Debugg AI MCPofficial

  debugg-ai

  A

  license

  A

  quality

  A

  maintenance

  Debugg AI MCP

  Updated 3 days ago (2026-08-06 22:36 UTC)

  8

  851

  71

  Apache 2.0

• ai-test-process-mcp

  Hashi-Kazu

  A

  license

  A

  quality

  B

  maintenance

  MCP server that generates ISO/IEC/IEEE 29119-3 compliant test plan drafts from project information, providing a structured resource for the standard's test plan outline and a tool for draft creation.

  Updated 2 days ago (2026-08-07 23:18 UTC)

  1

  1,910

  MIT

• mcp-ai-accountability

  princeruhulofficial

  A

  license

  A

  quality

  C

  maintenance

  MCP server for measuring, tracking, scoring, and improving AI agent reliability with tools for recording interactions, scoring reliability, analyzing failures, recommending improvements, generating audit reports, and checking MCP health.

  Updated 6 days ago (2026-08-04 07:37 UTC)

  8

  MIT

• Autotest AI MCP Server

  dongtrieuit

  F

  license

  A

  quality

  B

  maintenance

  Enables AI agents to manage Autotest AI projects, screens, test cases, and test runs through natural language commands.

  Updated 24 days ago (2026-07-17 02:29 UTC)

  10

• ai-verify-mcp

  validpilot

  A

  license

  B

  quality

  A

  maintenance

  An MCP server for validating AI-generated code through automated browser testing, evidence collection, and intelligent diagnostics.

  Updated 8 days ago (2026-08-02 16:40 UTC)

  100

  116

  MIT

• qa-ai-mcp-server-gits

  gits5213

  A

  license

  B

  quality

  B

  maintenance

  MCP server for end-to-end QA automation: generates test scenarios, discovers Playwright locators, creates TypeScript test code, executes tests, and creates GitHub issues for failures.

  Updated 2 months ago (2026-06-12 20:07 UTC)

  6

  22

  MIT

• QA Copilot AI

  Sham-coder16

  F

  license

  B

  quality

  B

  maintenance

  MCP server for AI-powered QA analysis. It enables analyzing test failures, identifying root causes, suggesting fixes, classifying defects, detecting flaky tests, and generating test cases and bug reports.

  Updated 10 days ago (2026-07-31 05:26 UTC)

  10
• 

  Kumiki A/Bofficial

  kumikitools

  A

  license

  -

  quality

  B

  maintenance

  MCP-first A/B testing server that enables agents to manage experiments (create, update traffic splits, read results, apply winning variants) from tools like Claude Code, with self-hosted Cloudflare backend.

  Updated 2 months ago (2026-06-21 15:57 UTC)

  MIT

• AI Optimizer MCP

  BarackNdenga

  A

  license

  -

  quality

  D

  maintenance

  A multi-task MCP server for AI code optimization and testing that integrates with VSCode/Cursor, CLI tools, and autonomous agents. It provides tools for running tests, generating code improvements, and managing objectives across different environments.

  Updated 4 months ago (2026-04-17 12:19 UTC)

  1

  Apache 2.0

• Accessibility AI MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Accessibility AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Updated 9 days ago (2026-08-01 19:10 UTC)

  12

  MIT

• AI Test Pilot

  Drzymek92

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that generates, runs, and triages tests by introspecting Python modules or web pages, using structured LLM outputs for scenario generation and failure analysis.

  Updated a month ago (2026-06-28 08:51 UTC)

  1

  MIT

• AI Security Crew

  Srajangpt1

  A

  license

  -

  quality

  F

  maintenance

  A lightweight MCP server for security reviews that injects security requirements before code generation, scans dependencies for CVEs, and verifies generated code without disrupting workflow.

  Updated 3 months ago (2026-04-26 06:07 UTC)

  68

  MIT

• Validator Ai MCP

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  An MCP server for validating JSON against schemas, checking email deliverability, verifying URLs, assessing data quality, and validating API responses using RFC-compliant checks and heuristic analysis.

  Updated a month ago (2026-06-26 05:47 UTC)

  8

  MIT

• scorecard-ai-mcp

  scorecard-ai

  A

  license

  -

  quality

  A

  maintenance

  Enables AI assistants to interact with the Scorecard REST API for exploring endpoints, making test requests, and integrating the SDK into applications.

  Updated 10 days ago (2026-07-31 14:20 UTC)

  2,764

  Apache 2.0

• AWT (AI Watch Tester)

  ksgisang

  A

  license

  -

  quality

  D

  maintenance

  AI-powered E2E testing MCP server. Point at a URL — AI generates test scenarios, runs Playwright tests, and self-heals failures automatically. Works on Canvas and Flutter Web apps.

  Updated 4 months ago (2026-04-15 03:46 UTC)

  7

  MIT