Static analysis with Semgrep across languages, configurable rules, and comprehensive reports to boost AI-assisted code review quality.

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CustomMcpServers is a modular framework for flexible protocol integration, enabling plugin-driven extensions and configurable workflows to accelerate tailored context deployments.

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Private, offline-ready knowledge suite with local embeddings and Copilot integration for secure AI-assisted retrieval.

Modular Python toolkit with domain-specific components and shared utilities, featuring interactive setup for rapid experimentation and integration.

Playwright-MCP offers prompt-driven test generation and VS Code integration to scaffold, run, and refine Playwright tests with repeatable prompts.

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Two specialized Python scripts enable weekly KPIs and monthly insights via Claude Desktop, using local config, env vars, and YAML-driven queries.

LangGraph-powered Atlassian agent with multi-protocol MCP integration, secure RBAC, and a first‑party MCP server for seamless Atlassian automation.

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A Java/Spring Boot monorepo of production-ready MCP starters for databases, emails, and external API interactions, featuring modular design, real-world examples, and scalable patterns.

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Python-based MCP server coordinating cross-model prompts and context with pluggable stores and extensible interfaces.

Enrich banking data with Ntropy, enabling structured account holder creation and transaction enrichment via a dedicated Ntropy-powered toolset.

Lightweight Taskwarrior integration offering four task operations via a command-style interface, usable with npx for quick setup.

RAG-powered document search with vector storage via Qdrant using Ollama or OpenAI embeddings.

Efficient, language-agnostic code memory powered by a token-efficient knowledge graph with incremental updates and fast retrieval.

Integrates Amadeus flight search with Claude Desktop, enabling async flight queries via FastMCP and stdio transport.

Bridges Unity with AI agents for real-time scene control, code execution, and introspection via WebSocket communication and a Python backend.

CLI toolkit scaffolds edge tooling to Cloudflare Workers with Cursor integration and JSDoc-defined tools

A visual review tool that compares before/after UI edits via screenshots and AI-driven feedback to verify alignment with user requests.

TypeScript-based integration enabling topic-tree queries, topic details, and real-time data access through the supOS open-api.