# 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
Analyze websites to determine how effectively they are structured for automated crawling and data extraction. Receive actionable insights and ready-to-use prompts to fix structural issues and improve
Personalize your study with on‑demand tutoring that generates tailored lessons and adaptive quizzes. Track progress and stay motivated with achievements, streaks, and leaderboards. Collaborate with
This tool is a cutting-edge memory engine that blends real-time learning, persistent three-tier context awareness, and seamless LLM integration to continuously evolve and enrich your AI’s intelligen
Redis database operations for AI agents
A powerful Python library that provides programmatic access to Google Flights data with an elegant CLI interface. Search flights, find the best deals, and filter results with ease.
Access real-time weather forecasts and climate data across Indonesia. Stay informed about recent seismic activity and natural disasters with official government alerts. Plan activities and ensure safe
Get real-time U.S. alerts, forecasts, radar, and observations from the National Weather Service. Build location-aware experiences with station, zone, and text product data. Track aviation weather with
Manage product strategy projects by tracking Ideal Customer Profiles, pain points, and value propositions. Automate market research and entity enrichment using gap analysis to identify new growth oppo
Access company financial statements, current and historical stock prices, crypto data, news, and SEC filings in one place. Track prices over custom ranges and intervals to power analysis and monitorin
Enable AI assistants to seamlessly interact with your Metabase analytics platform. Access dashboards, cards, databases, and execute queries directly through conversational AI. Manage and manipulate yo
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
# Vulcan File Ops MCP Server
Retrieve comprehensive registration details for any domain. View nameservers, contacts, statuses, and key dates to verify ownership and history. Investigate suspicious domains, validate transfers, and
Persistent memory for AI agents. Store context, recall semantically, never lose important information. ✨ Features: - Hybrid search (semantic + keyword) - Entity extraction & knowledge graph - Multi
Provide comprehensive and authoritative medical information by querying multiple trusted sources including FDA, WHO, PubMed, RxNorm, and Google Scholar. Enable detailed drug data retrieval, health sta
Provides comprehensive integration with your [VictoriaMetrics instance APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for
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
Access a comprehensive suite of market intelligence for sports betting, cryptocurrency trading, and commerce. Analyze live odds, line movements, and liquidation heatmaps to make data-driven decisions.
Design, validate, and deploy complex automated skills and cross-skill solutions with confidence. Accelerate development using built-in templates, examples, and a rigorous five-stage validation pipelin
Explore blockchain data across addresses, tokens, blocks, and transactions. Investigate any transaction end-to-end with transfers, internal calls, logs, traces, and summaries to audit activity and tra
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase for easy retrieval and search. Manage documents with tools for extraction, listing, searching, retrieval, and deletion.