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A Model Context Protocol server that enables management of F5 devices through natural language commands, allowing users to create, update, list, and delete network objects like virtual servers, pools, and iRules via the iControl REST API.

AI-assisted workflow that automates Jira User Story analysis, Xray-compatible test case generation, review, and publishing to Jira/Xray.

A Model Context Protocol (MCP) server for interacting with liquid staking protocols on NEAR blockchain. Supports Meta Pool (stNEAR) and Linear Protocol (LiNEAR).

Hierarchical HNSW vector index approximate nearest neighbor searcher (Qdrant)

A structured reasoning and problem-solving MCP server that helps track step-by-step analysis with confidence levels, branching, and revisions, ideal for complex multi-step tasks like code optimization and debugging.

A simple MCP server that provides basic calculator operations such as add, subtract, multiply, and divide.

putio-mcp-server provides a bridge to the put.io file hosting service, enabling AI assistants to manage file transfers through a simple interface. Developed by put.io, this Python implementation offers tools for listing active transfers, adding new transfers via URLs or magnet links, canceling existing transfers, and retrieving browser links for completed transfers. The server requires a put.io API token for authentication and is designed to be easily configured with Claude Desktop, making it particularly valuable for users who want to initiate and monitor downloads to their put.io account without switching contexts.

Multi-token speculative FIM code generator & syntax verifier (DeepSeek-Coder V2 style)

Graph memory for AI agents: entities, cause-effect links, cross-session recall, time travel.

Provides correct trading day and settlement date calculations for multiple exchanges, with no external API calls.

AI agent governance, trust scoring, and policy enforcement powered by AgentMesh.

The Zerodha Trade MCP server enables AI assistants to execute real stock trading operations on the Zerodha exchange platform. Built with TypeScript and the KiteConnect API, it provides tools for viewing user profiles, checking portfolio holdings, monitoring open positions, and executing buy/sell orders with specified quantities. The implementation uses environment variables for secure API authentication and follows a clean architecture pattern with separate modules for MCP server setup and trading functionality. This tool is particularly valuable for traders who want to manage their Zerodha accounts directly through AI assistant conversations without switching to another interface.

Comprehensive Checkly CLI command reference and Monitoring as Code workflows.

A template for deploying MCP servers without authentication on Cloudflare Workers. Enables custom tool creation and integration with Claude Desktop and AI Playground through Server-Sent Events.

Fetches current top trending topics on X (Twitter) for any country using public aggregators.

An MCP server for reading, rendering, and searching PDF files, specifically optimized for LLMs to extract text, tables, and technical diagrams. It enables metadata retrieval, multi-format text extraction, and page-to-image rendering using PyMuPDF.

Enables interaction with Groq models, including compound models, through tools for asking questions with real-time information and code execution.

Query Australia's electricity market (NEM/AEMO): prices, generation, FCAS, interconnectors, bids.

Fetches and processes web content with superior cleaning and extraction compared to Readability-based alternatives. Uses Defuddle to remove clutter while preserving page titles, metadata, and main content. Outputs clean markdown or HTML with support for pagination and rich metadata extraction including author, publication date, and word count.

LangChain-inspired agent framework with tools, memory, and chain composition