MCP server for 172.ai container management platform - enables AI assistants to manage containers, builds, and files with comprehensive workflow prompts

MCP server for Google Docs, Sheets, Drive, Gmail, and Calendar

Aggregates academic data from Semantic Scholar, OpenAlex, Crossref, and Google Scholar to discover research collaborators with collaboration frequency counts and extract research keywords from scholar profiles for academic network analysis and collaboration mapping.

AceFlow MCP Server - AI-Driven Intelligent Workflow System with Contract-First Development, Memory Management, and 25 MCP Tools (4 Contract + 21 Workflow)

Complete Active Directory MCP server with Docker deployment and 43 tools.

MCP server with 63 tools for AI-driven financial management with Actual Budget — HTTP and stdio transports, LibreChat, Claude Desktop, Cursor, VS Code, Gemini CLI

Azure Data Lake Storage Gen2 Model Context Protocol (MCP) service

Enables AI-driven browser profile management through AdsPower's local API, providing tools for creating, updating, opening, and deleting browsers with customizable fingerprints and proxy configurations.

Convert text into natural, expressive speech using high-quality Kokoro neural voices with advanced controls for emotion, pacing, speed, and volume. Stream audio in real-time or process audio batches efficiently with support for multiple output formats and voice management. Manage synthesis requests and audio files seamlessly through a robust MCP interface.

Access blueprints, business cases, implementation plans, and specs from coding agents via the Agent Blueprint platform.

MCP server for AgentCivics on Sui — on-chain identity tools for AI agents with Walrus decentralized storage

Agent-to-Agent service directory — discover, register and rate AI agent services

Query AI agent profiles, trust scores, verifications, marketplace jobs, and leaderboard rankings on the AgentFolio reputation platform.

Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts.

AI-powered news intelligence via MCP. 21 tools for personalized monitoring — create AI agents that track any topic 24/7 across thousands of sources. Get deduplicated, AI-analyzed briefings, semantic search, collections, feedback-driven refinement, and custom analysis lenses.

Local-first MCP server for Agent Receipts — storage, engine, and protocol

Fetches coding rules and best practices on-demand from GitHub repositories, providing remote access to development standards with intelligent caching and support for multiple file formats without requiring local rule files.

Search and compare 120+ AI agents across 12 categories in the Agentry directory.

AI agent directory — search and compare 120+ agents across 12 categories.

Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding agents.

Agent-driven knowledge base — immutable raw sources + mutable wiki + self-checking lint. MCP server, no LLM needed.

A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.

This server powers an AI-driven agricultural assistant built with FastAPI. It enables farmers and agricultural users to interact in their native languages, get intelligent responses from OpenAI’s GPT models, and receive both text and voice feedback. The system automatically detects language, translates queries, generates context-aware AI answers, and converts the replies into speech for accessibility.

AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Final Mile" friction in educational content creation. It enables AI models to move beyond just writing questions to actually generating the files required for teaching and assessment. By functioning as a native MCP server, this tool allows Claude or any MCP-enabled IDE to directly pipe its output into specialized educational formats. No more manually fixing bullet points in Word or wrestling with CSV headers for your LMS. Key Capabilities:Zero-Friction Pipeline: Your AI can now "see" your local export tools. Ask it to: "Generate 10 biology questions and send them directly to my Quizizz CSV." Multi-Format Exporting: Seamlessly convert AI responses into upload-ready files for Kahoot, Quizizz, Canvas (JSON), Moodle (XML), and professionally formatted PDFs. Intelligent Smart-Parse: Automatically identifies question stems, multiple-choice distractors, and correct answer keys from raw AI text. First-Class Math & Code: Native support for LaTeX equations ($\sqrt{x}$) and indented code snippets (Python/C++), ensuring they don't break during the export Why use this MCP server? Generating questions takes seconds, but formatting them takes hours. This server reclaims those 5 hours of your week by removing the technical barrier between AI intelligence and classroom delivery.

360 AI Cloud Disk MCP Server & CLI