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SmartOJ

Exposes core functionalities of an intelligent algorithm practice platform as tools for large language models.

Shell

Empowers AI assistants to perform shell command execution and diverse system operations on a computer's operating system.

Business

Offers production-ready Model Context Protocol (MCP) server examples built with FastMCP to address real-world business challenges.

Malaysian Law

Provides a comprehensive, AI-readable database of 589 Malaysian federal statutes for legal research and compliance, directly queryable via MCP-compatible clients.

Crypto APIs Market Data

Provides cryptocurrency asset prices, exchange rates, and market metadata from Crypto APIs to AI agents and various applications.

Locus

Establishes a hierarchical, markdown-based memory system for autonomous AI agents, designed to optimize context window usage and enhance knowledge retrieval.

Discord

Integrate OpenAI's Codex CLI and other AI models with Discord to facilitate automated conversations and enable AI-driven control over server operations.

Documentation Tools

Automate the generation and analysis of various documentation artifacts, including JSDoc comments, READMEs, changelogs, and API specifications.

Env Tools

Provides a comprehensive suite of utilities for managing environment configurations, checking system resources, and verifying tool dependencies for development and deployment.

Image Tools

Provides image analysis and generation tools, enabling metadata reading, favicon discovery, Open Graph image extraction, placeholder generation, and responsive image HTML creation.

Log Tools

Provides comprehensive log analysis capabilities, including parsing diverse formats, filtering, anomaly detection, and statistical reporting.

Markdown Tools

Provides a comprehensive suite of utilities for generating, analyzing, linting, and formatting Markdown content programmatically.

Math Tools

Empower AI agents with robust mathematical capabilities including safe expression evaluation, unit conversion, and statistical analysis.

Network Tools

Performs comprehensive network diagnostics, including DNS lookups, IP geolocation, SSL certificate checks, WHOIS queries, and HTTP pings.

Perf Tools

Provides a suite of performance analysis tools for AI agents and JavaScript applications, exposed via the Model Context Protocol.

Schema Tools

Generate, validate, and compare JSON Schemas, create TypeScript types, and generate mock data for structured data interactions.

UE5 Material Builder

Enables AI assistants to programmatically create and modify Unreal Engine 5 material graphs through its Python Remote Execution plugin.

Veracode

Integrates Veracode CLI capabilities into AI code assistants to provide security scanning and AI-driven fix suggestions directly within the developer workflow.

Exec

Safely executes commands on a server without relying on a shell, incorporating built-in rules to prevent destructive operations.

React Inspect

Provides AI models like Claude and Cursor with instant, structural understanding of React/TypeScript codebases.

Console Capture

Captures browser console logs and errors, making them accessible for automated retrieval and analysis by AI agents.

WhatsApp

Integrates your personal WhatsApp account with AI agents to manage messages, contacts, and media through a standardized protocol.

Vitric

Integrates Obsidian vaults with AI agents, allowing flexible reading and writing of notes across multiple knowledge bases.

Mailbridge

Provides Claude.ai with secure, self-hosted read/write access to IMAP/SMTP email accounts.

Custom Server

Integrates AI assistants with Atlassian, GitHub, and GitLab platforms to streamline development and project management workflows.

Planwiki

Automate the conversion of Product Requirement Documents (PRDs) into actionable Linear issues and Trello boards using AI.

Claude Memory

Provides long-term memory for Claude Code sessions through hybrid search, utilizing PostgreSQL with pgvector and pg_bigm for efficient retrieval.

Webhook Relay

Receives webhooks from external services, validates signatures, normalizes payloads, and translates them into agent-consumable events via the Model Context Protocol.

Hive AML Screen

Provides observational AML risk scores, OFAC SDN match flags, and chain-heuristic categories for cryptocurrency addresses on the A2A network.

Hive Agent Quota

Meters per-agent quota usage for agent-to-agent network interactions and settles costs via x402 payments.