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MCP server that searches documents in Qdrant using embeddings from LMStudio. Takes a text query, converts it to a vector via LMStudio's OpenAI-compatible API, and performs semantic search in Qdrant.

MCP server for amazon.in — cheapest in-stock, best-value picks, and price history links.

Web Intelligence MCP Server - 8 tools for web scraping, search, SEO metadata, link/contact extraction, and page monitoring. Built with FastMCP. Free + Pro tiers.

This MCP server implementation provides tools for Laravel development, including log file analysis, error tracking, and Artisan command execution. It integrates with Laravel projects by utilizing environment variables to locate and interact with the Laravel directory. The server offers functionalities such as tailing log files, searching for errors within specified time windows, and displaying model details with a focus on relationships. It's designed for developers working on Laravel applications who need quick access to logs and common Laravel operations through an MCP interface.

MCP server that exposes Kiro CLI as tools (ask_kiro, get_kiro_quota) for any MCP-compatible client — Claude Desktop, Claude Code, etc. Supports stdio and remote SSE transport.

Enables AI assistants and MCP clients to interact with PocketBase databases for authentication, data management, and administrative operations.

Query current and historical UK official figures (tax bands, minimum wage, benefits, energy price cap and 100+ more) with effective dates and links to official government sources. Data refreshed whenever the official sources change.

Provides STORES API documentation to AI clients, enabling natural language queries about endpoints, authentication, and more.

A local MCP server that enables Claude to browse and interact with Bitbucket repositories, including listing repositories, branches, reading files, and viewing commits.

Provides access to a curated database of molecular hydrogen (H2) medical literature sourced from PubMed, with safety notes that account for delivery method and concentration. Available as both a hosted remote MCP endpoint and a local npm package. Search studies by condition, intervention type, or publication details.

Enables AI assistants to interact with the WinDbg GUI through the Model Context Protocol using a PyKD-based plugin integration. It supports executing debugger commands, inspecting registers, reading memory, and performing automated crash analysis via natural language.

MCP server for the Steam Web API, exposing your game library, playtime, achievements, friends, wishlist, and the Steam store to MCP clients over stdio.

Crawlora integration for OpenClaw: ClawHub MCP skill + native tool plugin.

Find Alibaba suppliers via LaunchFast, contact them with optimized outreach messages, check their replies.

FastMCP web explorer and scraper for AI agents.

JWT Authentication di FastAPI: Implementasi Model Context Protocol

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools and resources for foldkit, enabling state folding, band classification, and operation application.

MCP server that downloads and analyzes sources of Maven-published Kotlin/Java libraries, exposing structured API information, KDoc, and raw source to AI agents.

"Weather Data Using MCP" is a project that integrates real-time weather information with the Model Context Protocol (MCP) framework. It demonstrates how environmental data (like temperature, humidity, or wind speed) can be fetched, processed, and shared across systems using the standardized and interoperable structure provided by MCP

MCP server that provides a static, queryable reference library for the Sprout.ph API. Internal developers use it to look up endpoints, parameters, and auth requirements without leaving their AI assistant.