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
vet-mcp checks open source packages—like those suggested by AI coding tools—for vulnerabilities and malicious code. It supports npm and PyPI, and runs locally via Docker or as a standalone binary for
MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.
Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
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 source
AI project intelligence MCP server. Tracks 300+ open-source AI projects across GitHub, PyPI, npm, HuggingFace, Docker Hub, and Hacker News. 47 MCP tools for discovery, comparison, trend analysis, and
Enable natural language interaction with Twitter to fetch profiles, post tweets, search trends, and manage followers and bookmarks. Simplify Twitter API v2 usage with built-in rate limit handling and
Access real-time and historical stock market data effortlessly. Integrate stock market insights into your applications using the Alphavantage API with this MCP server. Get started quickly by configuri
A MCP server that returns the current, up-to-date version of packages you use as dependencies in a variety of ecosystems, such as Python, NPM, Go, or GitHub Actions. It also supports looking up the l
Visualize tabular data as polished charts in seconds. Personalize themes and layout, then render bar, line, pie, and more—with smart suggestions for field mapping. Follow a guided workflow to optimi
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
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
[Frankfurter](https://frankfurter.dev/) is a useful API for latest currency exchange rates, historical data, or time series published by sources such as the European Central Bank. Should you have to a
Index and search codebases using structured schemas for deep code analysis. Audit specific domains or security-related functions to ensure code quality and safety. Explore complex codebases with hig
Provide reliable access to Google Maps business and place data extraction services, including detailed search and customer reviews. Enhance your data with enrichment options, multi-language support, a
**An MCP server and Python utility library for converting JSON data and system prompts to and from TOON format.**
Retrieve real-time weather information effortlessly for any city. Get accurate weather updates using a simple command or API call without needing an API key. Enhance your applications with reliable we
Manage and explore atomic notes using the Zettelkasten methodology through an MCP-compatible interface. Create, link, search, and synthesize notes with AI assistance to build a rich, interconnected kn
A Model Context Protocol (MCP) server that provides AI assistants with access to the [Adzuna Job Search API](https://developer.adzuna.com/). Search for jobs, analyze salary data, and research employer
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
**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. ✅
This project implements a **Model Context Protocol (MCP) server** that acts as an architectural gatekeeper between an AI coding agent and the file system.
Access real-time public transport across Europe with live departures, connections, and vehicle details. Plan door-to-door trips, search stations and places, and find nearby stops with up-to-the-minute