**Give your AI the ability to understand meaning, not just match keywords.**
**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. ✅
Enable advanced web scraping, crawling, and content extraction with support for JavaScript rendering, batch processing, and smart filtering. Perform deep research and structured data extraction using
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt before you build — returns a 0-100 reality signal, top competitors, and pivot suggestions. Quick mode (2 sour
Provide instant access to SvelteKit and Tailwind CSS documentation along with ready-to-use Svelte component snippets styled with Tailwind. Enable efficient UI development by retrieving relevant docs,
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; monitor health and alerts; and query Ambari Metrics with exact identifiers. Inspect and update configurations, track requ
VARRD is the Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges. Describe any idea in plain English, and VARRD loads real
A **Model Context Protocol (MCP) server** that enables AI agents to download, index, and semantically search PDF research papers. This server provides 8 tools that AI agents can discover and use auton
An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map"
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage wit
**arXiv-mcp** is a Model Context Protocol (MCP) server for querying and discovering the latest arXiv papers, built for seamless integration with LLMs and AI agents via the Smithery platform.
Persistent memory for AI agents. Store context, recall semantically, never lose important information. ✨ Features: - Hybrid search (semantic + keyword) - Entity extraction & knowledge graph - Multi
Enhance your applications with intelligent thought processing capabilities. Leverage advanced language models to generate, analyze, and manipulate ideas seamlessly. Transform your workflows with power
An intelligent Model Context Protocol (MCP) server that automatically generates comprehensive unit tests for Angular, React, and Next.js projects using Jest, Karma/Jasmine, or other testing frameworks
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 co
Coordinate and manage complex AI-driven software development workflows using a multi-agent architecture. Analyze, design, debug, and improve code projects with intelligent agents leveraging a unified
Provide enhanced problem-solving capabilities by leveraging systematic thinking, mental models, and debugging approaches. Enable structured reasoning and decision-making support for complex challenges
Search and browse videos, channels, and playlists to fetch titles, descriptions, stats, and durations. Retrieve multilingual, timestamped transcripts and search within captions for precise context.
Enable Large Language Model clients to interact seamlessly with any MediaWiki wiki. Perform actions such as creating, updating, and searching wiki pages, as well as retrieving file and page history in
Enable AI assistants to manage and monitor song requests and queues for streamers seamlessly. Interact with StreamerSongList APIs to fetch streamer info, queue stats, and control song requests. Simpli
Generate high-quality images from text prompts using Volcengine's Jimeng AI service. Customize image dimensions, apply watermarking, and enhance images with super-resolution and prompt preprocessing.
Provide a local MCP server that enables integration of LLMs with external tools and resources via standard input/output. Facilitate dynamic access to files, actions, and prompt templates to enhance LL
**An MCP server and Python utility library for converting JSON data and system prompts to and from TOON format.**