Shiplight MCP server for AI-powered test automation

Protect media using watermarking, content disruption, and adversarial hardening algorithms. Verify provenance, detect synthetic content, and perform similarity searches across digital libraries. Manage digital rights and track media history through detailed audit chains.

Model Context Protocol server for IDE-like code navigation and semantic search

SignForge MCP Server — Send documents for e-signature from Claude Desktop, Claude Code, Cursor, and other AI agents

The fastest MCP server for iOS/macOS Simulator automation. Native CoreSimulator integration, 20ms screenshots, tap/swipe/type, UI element detection, and full XCUITest support. Distributed via Homebrew: brew install silbercue/tap/silbercueswift

Return any inbound message duplicated to enhance message processing workflows. Easily integrate with your applications to echo inputs twice for testing or demonstration purposes. Deploy seamlessly with Smithery for scalable and session-based MCP server hosting.

MCP server for Sitepager — SEO auditing, visual regression testing, and Lighthouse performance monitoring

MCP server for Skillsmith skill discovery

Portable MCP server for web search, direct-URL fetch, site crawling, and docs export.

Provide a demo implementation of an MCP server showcasing basic MCP features. Enable integration with LLMs by exposing simple tools and resources for testing and development purposes. Facilitate understanding and experimentation with the Model Context Protocol.

MCP server for CVPartner CV management with Claude Code

Search Solana documentation to quickly find concepts, guides, and examples. Inspect on-chain state by fetching balances, accounts, transactions, blocks, and slots. Create and manage wallets, sign messages, and request testnet airdrops to speed up development.

MCP server for SonarQube — code quality, issues, quality gates, hotspots, metrics, rules

Enables music creation and sound manipulation through Sonic Pi by sending OSC messages for playing notes with customizable synth parameters and executing arbitrary code.

Source code search for every package on PyPI and npm.

Track SpaceX’s latest and upcoming launches. Fetch company information to add context. Keep dashboards, reports, and briefings current with up-to-date launch data.

MCP server for SpartaNode — manage Gantt tasks from VS Code / Claude CLI

AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed constraints, Python SDK, ROS2. Works with Claude Code, Cursor, Windsurf, Cline, Bolt.new, Lovable. 1073 tests. Free and open source. By Sandeep Roy.

MCP server for spec-r — give AI agents direct access to your specifications

Score your specs before feeding them to an LLM. A balanced spec produces balanced code. The LLM reads your spec and scores it on 4 axes: completeness, clarity, constraints, and specificity. The tool calculates a balance score, verdict, and generates radar chart visualizations. 3 tools: `spec_score`, `spec_visualize`, `spec_compare` Install: `npx spec-score-mcp`

Explore and Troubleshoot your WebGL scenes with ease.

Splicr MCP server — route what you read to what you're building

Enables Claude Code CLI or Desktop to interact with Spotify for playlist curation and management, among other goodies. Rock Out with The Following Features: - 🧠 Smart playlist curation - 🛤️ Deep track identification - 🕺 Song analysis (bpm, danceability, etc.) - 🚀 Discovery & Recommendation (w/ seed validation)

Hardened SSH MCP server for VS Code / Copilot Chat — run policy-scoped commands on remote hosts via natural language