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Enables LLMs to manage test cases, cycles, and executions in Jira Data Center via Zephyr Scale.

Control real, physical iPhones with AI: screen reading, human-like touch, no jailbreak.

Provides read-only access to Google Docs and Google Sheets, enabling users to read document content, spreadsheet data, and list/search accessible files through natural language.

This MCP server implementation provides semantic search capabilities over AWS Cloudscape Design System documentation using vector embeddings. Developed by Praveen Chamarthi, it uses the Jina Code Embeddings model and LanceDB for local vector storage to enable efficient documentation retrieval. The server exposes two complementary tools: cloudscape_search_docs for finding relevant documentation files based on natural language queries, and cloudscape_read_doc for reading the full content of specific files. The implementation features hardware-optimized embedding detection with support for Apple Silicon MPS, CUDA acceleration, and CPU fallback, along with lazy loading of resources and deduplication of search results for token efficiency in agentic workflows.

Provides a tool to fetch real-time cryptocurrency prices from the Binance API and logs server activity to file resources. It allows users to query crypto symbols and monitor MCP interactions through natural language interfaces.

MCP server for on-page SEO auditing and JSON-LD schema validation, providing tools for full SEO audit, schema validation, heading hierarchy, and image audit without requiring API keys.

Provides access to Gmail, Google Calendar, Google Docs, and Google Sheets via OAuth 2.0 authentication. Supports granular per-service permission levels (read-only, read+write, full access) for fine-grained access control. Built with TypeScript and MIT licensed.

An MCP server that retrieves accurate Rust crate information and interface details from crates.io and docs.rs.

MCP server for the AI Engineer Conference 2025, enabling talk submissions and conference information retrieval.

Enables drafting, sending, and measuring Slack broadcasts from any MCP-capable agent using the Stet platform.

Official PickADive MCP server — live dive-conditions, seasonality, and site data for AI agents. Free, read-only, hosted at pickadive.com/mcp

A configurable MCP server providing searchable access to AI/ML SDK source code and documentation, supporting frameworks like OpenAI Agents and Google ADK. It enables AI assistants to browse files, extract class definitions, and compare implementations across different SDKs.

MCP server for the full iOS development lifecycle — 55 tools for building, testing, debugging, UI automation, and more. Native Swift binary.

Routes design tasks to the current top-ranked model from designarena.ai's crowdsourced leaderboard via OpenRouter.

Enables Claude to manage WhatsApp templates, flows, and send messages through the WhatsApp Cloud API.

A Python-based MCP server that collects, analyzes, and visualizes forest fire occurrence data on maps, allowing users to access regional fire information, risk analysis, and map visualizations.

mcptp is a MCP proxy allowing to call distant stdio MCP servers as if they were present locally

Enables coding agents to navigate TypeScript, Markdown, and JSON with editor-grade features such as definitions, references, diagnostics, and code actions via the Model Context Protocol, using the local TypeScript project for each file.

Provides automated access to Moodle learning management systems and MUST university class schedules through web scraping with Selenium. Enables retrieval of course listings, assignments, calendar events, and resource downloads, plus opens authenticated browser sessions for manual interaction. Features session management with cookie persistence, headless operation for automation, and specialized integration with MUST's class timetable system for schedule data extraction. Designed for students and educators who need programmatic access to their Moodle content and academic scheduling information.

Enables interaction with Linear workspace through the Model Context Protocol, supporting issue management, project cycles, teams, and global search.