Find places and addresses with precise geocoding, or search by category or brand. Plan routes and compare travel times using directions, isochrones, and distance matrices. Generate static map images t
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
Enable Large Language Models like Claude, GPT, and Gemini to interact with your Nextcloud data through a secure API. Create notes, manage calendars, organize contacts, work with files, and more - all
# MCP Directory Submissions This page tracks Ghost Protocol MCP listing readiness for agent/tool directories. ## Submission packet (canonical) Use these URLs in every directory submission: - MCP e
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime IMPORTANT: > - **Using Claude Code?** → Install the [Plugin](#-claude-code-plugin-recommended-for-claude-code) (eas
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
Analyze any website's network traffic and turn it into reusable API skills, backed by a shared marketplace. Skills discovered by any agent are available to all.
Provide AI-powered real-time analysis and intelligence on NPM packages, including security, dependencies, performance, and quality metrics. Enable faster and safer package management decisions by inte
MCP-native URL security scanner that protects AI agent workflows. Analyzes URLs for phishing, malware, and suspicious patterns before agent navigation. Returns risk scores, confidence levels, and agen
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
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 seamless access to GrabMaps geocoding and routing services across 8 countries in Southeast Asia through a standardized MCP interface. Enable AI models and applications to perform place searche
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
<div align="center">
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
Provide comprehensive 340B drug information and RxNorm API access to enhance drug data retrieval and eligibility checking. Enable users to find related National Drug Codes, check 340B pricing eligibil
Here's an enhanced README with more technical details based on the codebase:
Automate complex web browsing tasks like navigation, form filling, and deep research across multiple tabs. Extract structured data and visual insights from any webpage instantly. Streamline digital wo
Enable AI agents to interact seamlessly with GitLab repositories by managing merge requests and issues. List projects, fetch merge request details and diffs, add comments, and update merge request met
Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.
Calculate price, yield, and accrued interest and other analytics (duration, convexity, PV01) for periodic fixed-coupon bonds. From the people who created the Standard Securities Calculation Methods bo