Dev Tools

Semantic code retrieval MCP Server — natural language → relevant code snippets, with incremental sync and file watching

by huawang

Transforms engineering standards from passive documentation into an active mentor by intelligently injecting relevant portions of a 57-section rulebook based on file types and operations, maintaining session memory of architectural decisions, and providing validation tools for consistent code quality and architectural compliance across development teams.

Reverse any sentence instantly to see words in the opposite order. Generate playful phrasing, test palindromes, or analyze sentence structure. Speed up text manipulation for editing, education, or fun.

MCP server for Sentinel prediction markets — trade as an AI agent via Claude Desktop, Cursor, or Claude Code

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

by senzing

Local-first MCP server for Claude/Codex project wiki and graph workflows

by seojeom

Enables serial port communication with embedded devices and hardware through configurable connection parameters, multiple data encodings, and session management for IoT development, firmware debugging, and hardware automation.

by Adancurusul

Buggregator — a single-binary debugging server for PHP. Captures exceptions, dumps, emails, profiling, logs in real-time UI. Sentry, Ray, VarDumper, SMTP, Monolog, Inspector, XHProf and more.

by buggregator

ShapeItUp MCP server — scripted CAD tools (Replicad/OpenCascade) for Claude Code, Cursor, Claude Desktop, and other MCP clients.

by asbis

Debug production issues using Shipbook logs and Loglytics error insights.

by shipbook

Shiplight MCP server for AI-powered test automation

by feng_shiplite

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.

Siftable MCP server - human planning tasks, executable agent work queues, knowledge, code context, and automation tools

by execufunction

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

by kumar-signforge

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

MCP server for Simple Commenter — lets AI agents work with website feedback

by kaaberma

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

by sugandhakapoor_

MCP server for Skillsmith skill discovery

by wrsmith108

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

by richjojo

Production-grade vector memory MCP server for Claude Code. Semantic search, per-project isolation, rules enforcement, team sharing via git.

by serkansmg

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.