An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources
Your comprehensive AI companion for building modern Next.js applications with React and Tailwind CSS. This MCP server provides instant access to complete documentation, production-ready components, an
Store and retrieve semantic memories using advanced vector search and intelligence-driven insight extraction. Organize knowledge across projects with secure access controls and comprehensive system he
Expose security vulnerabilities, deceptive constructs, and unfinished code before they reach production. Reveal architectural and design pattern usage with clear, actionable guidance to improve consis
Analyze social media profiles and brand presence to identify posting patterns and growth opportunities. Detect trending topics and viral content patterns to stay ahead of niche conversations. Research
**AI code quality gate** that catches what traditional linters can't — hallucinated packages, phantom dependencies, stale APIs, context breaks, and security anti-patterns in AI-generated code. ✅
Navigate the Sophia Architecture Blueprint to discover comprehensive system design patterns and governance strategies. Search across detailed chapters to find specific architectural solutions for rout
Search and analyze U.S. case law across thousands of courts using CourtListener’s open database. Find precedents, read full opinions, validate citations, study judge patterns, and check procedural r
Discovery Engine is not another AI data analyst that writes pandas or SQL for you. Discovery Engine finds complex patterns in your data - feature interactions, nonlinear thresholds, and meaningful s
Simplify regular expression tasks by testing, explaining, and building patterns from natural language descriptions. Process text efficiently through robust find-and-replace or extraction operations wi
Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines.
CouchLoop EQ is an MCP (Model Context Protocol) server that provides behavioral governance for LLMs. It monitors AI responses for hallucination, inconsistency, tone drift, and unsafe reasoning pattern
Scrapes websites to extract deep design insights and visual patterns for creative projects. Generates comprehensive design briefs and CSS token sets based on real-world inspiration. Provides automated
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyze JSON structure to uncover fields, patterns, and anomalies without manual digging. Use natural language to get answers g
Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) via tree-sitter nati
Extract tags from any Danbooru post and explore categories at a glance. Analyze character-specific tag frequencies to surface top traits and clothing patterns. Look up tag and character details from t
Search millions of public GitHub repositories for real-world code patterns and implementation examples. Discover how developers use specific libraries and handle complex configurations in production e
Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools.
A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and t
Tool to Prevent AI tunnel-vision in critical workflows. Vibe Check MCP v2.7 introduces Chain-Pattern Interrupts (CPI) to enhance your infrastructure stack. mitigates over-engineering, scope creep, an
Categorize bank and card transactions automatically to streamline expense tracking. Reveal spending patterns and merchants with clear categories and summaries. Accelerate budgeting, reconciliation, an