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AL/ML learning Gym including traditional ML, deep learning, fine-tuning, Gen AI, Agentic AI. Everything from experiments to production with evaluation and observability.

Provides structured access to PMAS Arid Agriculture University Rawalpindi's academic resources, admissions, and student services through 53 specialized tools. AI agents can manage course information, library services, hostel details, and administrative functions using secure stdio or HTTP transports.

MCP server that provides web search and web page content extraction tools using Tavily's API, enabling agents to retrieve current information from the web.

MCP Calculate Server provides mathematical computation capabilities through a Python-based server that leverages the SymPy library for symbolic mathematics. Developed by 611711Dark, this implementation enables AI assistants to perform complex calculations, equation solving, and symbolic manipulation without needing direct access to mathematical libraries. The server requires Python 3.11 or higher and depends on both the MCP framework and SymPy, making it ideal for use cases requiring advanced mathematical operations within AI assistant conversations.

Inspects and queries SQLite databases on Android devices via ADB, supporting listing databases/tables, describing schemas, and executing SELECT/INSERT/UPDATE/DELETE queries.

MCP server for WCAG accessibility, AEO, and AI agent security scanning. Connect Claude, ChatGPT, Cursor to Deveras scanners.

A Model Context Protocol server that allows AI assistants to interact with Sonic Pi through OSC messages, enabling programmatic music creation and sound manipulation. The server provides tools for playing individual notes with customizable synth parameters and executing arbitrary Sonic Pi code, making it valuable for AI-assisted music composition, sound design, and educational scenarios. Developed by Abhishek Jairath, it works with any MCP-compatible client like Claude Desktop or Cursor, and requires Sonic Pi to be running with a specific OSC handler code to receive and execute the commands.

POC for a Model Context Protocol (MCP) server for Universal Robots, enabling AI agents and applications to control and monitor UR robots through a standardized interface.

Unofficial MCP server for the Defined Networking API at defined.net. Provides programmatic management of hosts, roles, firewall rules, tags, networks, and routes. Built in Python and installed via uv tool. Includes Claude Code skills for interactive network auditing, design, and policy implementation workflows.

Provide the latest cryptocurrency news to AI agents.

Enables consultation of the MPT PR (Brazilian Labor Prosecution) official record of cases (Certidão Negativa de Feitos) through a read-only MCP server, allowing users to query official certification data via natural language.

A read-only MCP server for querying MongoDB databases, enabling listing databases, collections, indexes, and running aggregation pipelines.

CORE Research MCP — wraps CORE API (api.core.ac.uk/v3)

Fetches news from trusted global sources using NewsAPI and RSS feeds, enabling search, headline retrieval, and source listing.

A deterministic MCP server that executes 10-step topology pipelines on Cloudflare Workers, providing structured progress snapshots and adaptive JSON templates for AI agents.

Minimal Google Calendar MCP Server

A read-only and write MCP server for Paperless-ngx, enabling document listing, metadata retrieval, and creation of tags, correspondents, document types, and sorting workflows via natural language.

Enables interaction with YouTube's Data API through MCP, providing tools for channel info, videos, playlists, captions, subscriptions, and more.

MCP server for the Graphite Financial Knowledge Graph, enabling natural language queries about companies, supply chains, executives, regulations, and patents via MCP-compatible clients.

Provides the current date in multiple formats (e.g., European, ISO, US) via a simple MCP tool.