"Top 5 Best Surf Sites with Live Webcams" matching MCP servers:

• ldm-email-deliverability

  live-direct-marketing

  A

  license

  A

  quality

  D

  maintenance

  Programmatic email deliverability testing for AI agents. Create inbox placement tests across Gmail, Outlook, Yahoo, Mail.ru, Yandex — get per-provider placement (Inbox/Spam/Promotions), SPF/DKIM/DMARC auth, Rspamd & SpamAssassin verdicts, DNS health (MX, PTR, DNSBL), and live SSE results.

  Last updated 2026-04-23

  5

  109

  1

  MIT

• Multiple MCP Servers Framework

  ahmad-act

  A

  license

  C

  quality

  D

  maintenance

  Provides a framework for running multiple MCP servers using FastAPI, stdio, and streamable-http transports, with an echo tool for testing and integration with MCP Inspector.

  Last updated 2025-07-01

  1

  4

  MIT
• 

  PQS - Prompt Quality Scoreofficial

  OnChainAIIntel

  A

  license

  A

  quality

  A

  maintenance

  A remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, $0.025 USDC), and compare_models (Claude vs GPT-4o head-to-head, $1.25 USDC). Remote HTTP server at /api/mcp.

  Last updated 2026-05-27

  2

  109

  2

  MIT

• osv-ui-mcp

  toan203

  A

  license

  A

  quality

  C

  maintenance

  Visual CVE audit dashboard for npm, Python, Go, and Rust projects. Scans your project manifests (package-lock.json, requirements.txt, go.sum, Cargo.lock) against OSV.dev live data, opens a browser dashboard for human review, then applies fixes only after explicit confirmation. Supports multi-service monorepos in one command.

  Last updated 2026-06-03

  4

  31

  4

  MIT

• inclusio-mcp

  sebastienrousseau

  A

  license

  A

  quality

  A

  maintenance

  Accessibility-first LaTeX publishing engine with an embedded MCP server. Tools to list registered documents, render template-driven documents, and audit built PDFs for PDF/UA-2 / WTPDF / PDF/A-4f conformance with veraPDF. MIT-licensed.

  Last updated 2026-07-20

  4

  MIT

• sonar-mcp

  wadew

  A

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server for interacting with SonarQube code quality platform.

  Last updated 2026-01-11

  3

  1

  MIT

• mcp-verify

  zkaplan1103

  A

  license

  A

  quality

  B

  maintenance

  A benchmarked hallucination detector that returns unsupported claims with details. Runs as an MCP server with two modes: sampling (default, no API key) and direct API.

  Last updated 2026-07-08

  1

  MIT

• Minecraft RCON MCP Server

  MinecraftCodeFoundary

  A

  license

  A

  quality

  D

  maintenance

  Connects AI agents to Minecraft servers via RCON to execute commands, monitor logs, and perform read-only SQLite database queries. It is specifically designed to facilitate AI-assisted plugin development, live debugging, and automated testing workflows.

  Last updated 2026-02-13

  6

  11

  MIT

• n8n-mcp

  actions-marketplace-validations

  A

  license

  A

  quality

  B

  maintenance

  An MCP server for n8n that gives AI agents tools for generating workflows, linting, diagnosing failed executions, and driving live n8n instances.

  Last updated 2026-06-13

  12

  122

  MIT

• godot-forge

  gregario

  A

  license

  A

  quality

  B

  maintenance

  Godot 4 MCP server with: Test running (GUT/GdUnit4) with structured pass/fail results API docs search with 30+ Godot 3→4 migration mappings Script analysis detecting 10 common GDScript pitfalls Scene/resource file parsing with antipattern detection Viewport screenshot capture LSP diagnostics from Godot's language server TypeScript, cross-platform (macOS/Windows/Linux), published on npm

  Last updated 2026-04-26

  8

  133

  8

  MIT

• DocGuard

  raccioly

  A

  license

  A

  quality

  A

  maintenance

  DocGuard, an official, zero-dependency Node.js MCP server (npm: docguard-cli, docguard mcp) exposing 5 read-only doc-governance tools: guard, score, explain, verify-claims, diagnose.

  Last updated 2026-07-17

  2

  6

  850

  21

  MIT

• claude-faf-mcp

  Wolfe-Jam

  A

  license

  A

  quality

  A

  maintenance

  .FAF (Foundational AI-context Format) with 50+ tools - Only Persistent project context that integrates seamlessly with Claude Desktop workflows. Officially merged (#2759) Anthropic MCP server.

  Last updated 2026-07-11

  13

  459

  19

  MIT
• 

  qa-probeofficial

  LS-SIEM-LLP

  A

  license

  A

  quality

  A

  maintenance

  Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.

  Last updated 2026-06-25

  8

  7

  2

  Apache 2.0

• MCP Accessibility Bridge

  yashpreetbathla

  A

  license

  A

  quality

  D

  maintenance

  Connects Claude to a live Chrome browser's accessibility tree to generate stable, framework-agnostic test selectors and perform accessibility audits. It enables users to read element roles and states exactly as a screen reader would to help write, debug, and migrate test suites using natural language.

  Last updated 2026-02-21

  8

  3

  9

  MIT

• Debugging MCP Server

  luischang07

  F

  license

  A

  quality

  D

  maintenance

  Enables LLMs to automatically diagnose coding errors through codebase search, test execution, and live debugger integration (DAP/V8 CDP). Provides a secure, policy-gated environment for investigating failures while preventing destructive operations.

  Last updated 2026-04-05

  9

• pincushion-mcp

  jcooley8

  A

  license

  A

  quality

  C

  maintenance

  Visual feedback as agent work packets: stakeholders pin on your live app and your AI coding agent reads each pin (selector, screenshot, DOM, thread, acceptance criteria) via MCP and ships the fix.

  Last updated 2026-06-27

  39

  670

  1

  MIT

• @pulspeed/mcp-server

  pulspeed

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to monitor website performance by scanning sites, retrieving Core Web Vitals, detecting regressions, and receiving AI-powered optimization recommendations.

  Last updated 2026-02-22

  10

  4

  MIT

• mk-qa-master

  kao273183

  A

  license

  A

  quality

  A

  maintenance

  mcp-test-runner is an MCP server that lets your AI client (Claude / Cursor / Codex / Gemini) drive your entire QA loop end-to-end: * Run tests across pytest / Jest / Cypress / Go / Maestro — single MCP surface, one env var to switch * Analyze a URL (Web DOM probe) or a live mobile screen (Maestro hierarchy) to extract testable modules + candidate cases * Generate runna

  Last updated 2026-06-04

  22

  37

  MIT

• Review MCP Server

  je4550

  F

  license

  A

  quality

  D

  maintenance

  Enables Claude to perform thorough code reviews by integrating with Codex and Gemini CLIs to provide senior-level feedback on code quality, security, performance, and best practices. Supports reviewing code snippets, individual files, or entire directories with automatic detection of available review tools.

  Last updated 2025-10-13

  4

• WpfVisualTreeMcp

  faze79

  A

  license

  A

  quality

  B

  maintenance

  Let AI agents inspect and drive running WPF (.NET desktop) apps: visual tree, dependency properties, data bindings and binding errors, DataContext, screenshots (popups included), plus click, select-item, text input, keyboard shortcuts, live property editing and wait-for — via runtime injection, with no changes to the target app.

  Last updated 2026-07-15

  26

  8

  MIT