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Helps systematically refine vague ideas into well-structured prompts through guided clarification and export templates.

Enables AI assistants to scrape, crawl, search, and extract data from websites via the Spider Cloud API, with anti-bot bypass and JavaScript rendering.

Enables AI agents to compare documents, analyze changes, and retrieve document info using GroupDocs.Comparison. Supports various formats and includes licensing for production use.

OSS-MCP is a server implementation that provides a bridge between AI assistants and Object Storage Services (OSS), specifically Ali OSS. Developed by 1yhy, this TypeScript-based server enables file operations through a RESTful API, allowing assistants to upload, download, list, and manage files in cloud storage. The implementation leverages the ali-oss SDK and Express framework to handle requests efficiently, with environment-based configuration for secure credential management. It's particularly valuable for use cases requiring document management, media file handling, or backup operations without leaving the assistant interface.

Local-first security middleware for MCP servers. Content scanning, prompt-injection defence, trust boundaries, manifest integrity, and audit trails. No API keys, no telemetry. OWASP MCP Top 10 aligned.

Integrates with HackTricks security documentation to provide searchable access to pentesting techniques and exploitation guides. Offers tools for full-text search, section extraction, cheatsheet retrieval, and category browsing across the HackTricks knowledge base.

Enables AI assistants to perform financial analysis, budget forecasting, compliance checks, expense categorization, and risk assessment, returning structured JSON with audit-ready governance receipts.

Provides a unified MCP interface for smart home automation, enabling device discovery, state management, energy optimization, and policy-aware plan validation across multiple home automation protocols.

Provides a snapshot of the state of the economy in one call, part of the Pipeworx MCP gateway with access to 965+ data sources.

Fetch the latest issue posts and weekly news from Takeoff. Stay current with curated updates in a single request. Speed up research by pulling fresh headlines directly into your workflow.

Scopus MCP Server enables researchers to interact with the Scopus database through natural language. It provides tools for searching documents, fetching abstracts, finding author profiles, and viewing citation overviews.

Keepa MCP — wraps the Keepa API (keepa.com) for Amazon price + sales-rank HISTORY.

Enables AI agents to make and receive phone calls.

MCP server that enables querying official negative debt certificates (Certidão Negativa de Débitos) from the Hortolândia city hall, offering a read-only tool for users via various MCP-compatible clients.

An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server integrating with various LLM clients.

MCP server for the DataGate billing platform API, providing read-only tools to manage customers, invoices, products, agreements, sites, and payments.

Enables multi-agent travel planning by orchestrating specialized agents for transport, accommodation, and experiences, using live web search and structured data extraction to generate complete trip plans.

Provides a sovereign, MIT-licensed MCP server for professional-service workflows, running entirely on your infrastructure with Ed25519 cryptographic signing for every action.

An MCP server that exposes the Lattice Talent API as tools, enabling AI assistants like Claude to read and manage people data, goals, feedback, reviews, and more.

Enables multi-architecture code generation and execution across platforms including x86_64, ARM, and RISC-V directly within Claude. It allows users to run code, compare outputs from multiple AI models, and perform hardware simulations for Verilog and VHDL.