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
Explore the Arch Linux ecosystem with fast search across the Arch Wiki, AUR, and official repositories. Manage packages, updates, mirrors, and logs with built-in safety checks and clear, structured re
An interactive decision menu for ChatGPT Apps SDK connectors. Surface contextual choices on every assistant turn—at the start of a reply, at the end, or both. If your agent returns `proposedItems`,
Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline monitoring, artifact management, and batch operations. Features 21 MCP tools for job management, build status tracking, and
Universal MCP server for CalDAV protocol integration. Works with any CalDAV-compatible calendar server including Yandex Calendar, Google Calendar (via CalDAV), Nextcloud, ownCloud, Apple iCloud, and o
**networkcalc-mcp** is a server component (MCP Server) that powers utility services from [networkcalc.com](https://networkcalc.com). It provides a set of network tools accessible via API or integratio
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (easier,
Generate and download diagrams in various formats using Kroki.io. Convert your Mermaid, PlantUML, and Graphviz diagrams to SVG, PNG, PDF, or JPEG files effortlessly.
Free live and historical cryptocurrency prices Provide real-time cryptocurrency price data to your applications. Enable seamless access to up-to-date coin prices through a standardized protocol. Enha
AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Final Mile" friction in educational content creation. It enables AI models to move beyond just writing questions to actually
Download webpages as markdown files effortlessly. Convert web content into markdown format with a simple command, and manage your downloads with ease. Enjoy a configurable download directory and autom
Locate public facilities across Seoul including pharmacies, restrooms, WiFi hotspots, and tourist information centers. Identify nearby services using geographic coordinates or specific district filter
Provide AI-powered security analysis and safety instruction tools to protect AI agents during MCP interactions. Analyze text content for harmful or inappropriate material and enhance user prompts with
Access real-time public transit information including bus arrivals, train service alerts, and station crowding levels in Singapore. Check live parking availability and monitor expressway travel times
Explore the rich cultural heritage and attractions of Korea. Access detailed tourism information, including attractions, festivals, and accommodations tailored to your interests. Easily search for tou
Manage Kubernetes clusters and workloads
A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-p
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent
Enable AI agents to perform sequential thinking processes with dynamic thought branching and confidence scoring. Facilitate complex reasoning workflows by exposing tools that manage and evaluate thoug
A command-line interface for building and interacting with [ZetaChain](https://www.zetachain.com) universal applications. Seamlessly interact with EVM, Solana, Bitcoin, Sui, and TON, all from one CLI.
Provide structured access to ClinicalTrials.gov data for searching, retrieving, and analyzing clinical trial information. Enable multi-parameter searches, detailed trial retrievals, and statistical an
Provide your AI agents with instant access to the best curated resources from over 8,500 awesome lists and more than 1 million items. Discover relevant sections and retrieve high-quality references fo
Provide a Python-based MCP server implementation to enable integration of LLMs with external tools and resources. Facilitate dynamic interaction with data and actions through a standardized protocol.
Persistent memory for AI agents. Store context, recall semantically, never lose important information. ✨ Features: - Hybrid search (semantic + keyword) - Entity extraction & knowledge graph - Multi