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Enables AI assistants to locally process images with tools for cropping, zooming, enhancement, edge detection, segmentation, and text region extraction, all without external API keys. It uses PIL, OpenCV, and scikit-image for robust image analysis.

An MCP server that acts as a personalized interview prep coach, tracking DSA problems, scheduling spaced-repetition revisions, and providing RAG-based concept explanations grounded in your own notes.

Unofficial MCP server for yamory vulnerability management. Enables AI agents and assistants to query yamory vulnerability intelligence for DevSecOps workflows.

Enables AI agents to debug errors by providing root cause analysis and ranked fixes with code patches. Supports any MCP client.

Control PyMOL from Cursor via natural language. Enables describing molecular structures and styles in plain language to execute PyMOL commands through XML-RPC.

Google Calendar MCP server connector

Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.

Provides direct access to Android source code through cs.android.com by reverse-engineering the site's internal APIs to enable code search, file content retrieval, and symbol suggestions across Android projects including the main Android platform, AndroidX libraries, Android Studio, and Android-LLVM. The implementation bypasses the web interface by making authenticated requests to Google's internal Grimoire APIs, supporting advanced search queries with regex and special operators, contextual code snippets, and full file content access. Particularly valuable for Android developers, framework contributors, and researchers who need programmatic access to explore Android's vast codebase, understand implementation details, or analyze code patterns across different Android components and versions.

Open-source Discord MCP server for Claude, Codex, Cursor and other AI clients: 222 typed tools, caller-owned bots, safety controls and verifiable guild builds.

MCP server for the Rclone RC API that enables AI assistants to manage cloud storage remotes, copy/sync files, and list directories through natural language.

A Model Context Protocol server that gives AI assistants full control over native Windows applications — launch, inspect, click, type, screenshot, and test any WinUI3, WPF, WinForms, UWP, or Win32 app.

National Archives of Georgia MCP — the three catalogues the archives publish.

Allows agents to get the current location of the user based on their IP Address or to fetch the location of any IP Address.

This ai assistant agent to help customers to get information they want in meridian electronics

Enables sending physical letters (including registered mail) from PDFs via the Pingen API, with tools to manage drafts, submit, track, and cancel letters.

Enables reading, writing, searching, and managing attachments on Confluence pages via the Confluence REST API.

Cursor database MCP — give Cursor a free cloud database it can query while it writes your code

Enables managing tasks, projects, schedules, users, comments, and more in Motion via natural language through the Model Context Protocol.

An MCP-native agentic copilot for dental practices that orchestrates multiple MCP tools to analyze X-rays, pull patient history, generate drafts, and propose recalls, streaming results live to a React dashboard.

Qase MCP server provides a bridge between AI assistants and the Qase test management platform, enabling automated test case management and reporting through a standardized interface. Built with TypeScript, it exposes tools for managing projects, test cases, and test runs through the Qase API while handling authentication and error states appropriately. This implementation is particularly valuable for QA teams who want to track and manage software testing activities directly through conversational AI.