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Enables AI agents to create, list, update, and delete Microsoft 365 email drafts, with a hard guarantee that no message can be sent automatically, ensuring human review before any email goes out.

Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables reading transactions, creating payment links, inspecting subscriptions, and more.

Thunder Client MCP Server

A server that integrates Locust load testing capabilities with AI-powered development environments, allowing users to run performance tests through natural language commands.

Enables AI to search, retrieve, list notes, and get backlinks from a published Markdown vault (Obsidian) via GitHub Pages.

MCP server for the Ordio restaurant operations platform, enabling AI assistants to manage inventory, orders, recipes, team, shifts, and reports.

A Local Agentic School Management System using Model Context Protocol (MCP), LangGraph, and Ollama. Feature-rich PoC with SQLite data, PDF reporting, and an AI-driven Streamlit interface.

A comprehensive MCP server with 37 tools for PDF operations including reading, searching, creating, merging, splitting, watermarking, form filling, and more, built on open-source libraries.

A governed context layer for internal data exposed over MCP, enabling agents to query governed definitions, retrieve grounded data, and execute scoped actions with citations and auditing.

QC Validator performs runtime quality validation of AI agent outputs including hallucination detection, scope compliance checks, and output completeness verification. It acts as a quality gate in agent pipelines to catch errors before they reach downstream systems or end users. The server installs as an npm package alongside other MCP tools.

Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGIS).

Vietnam stock MCP: TA signals, Z/F/M scores, foreign flow, whale detection. 2000+ VN stocks.

A Model Context Protocol server that provides tools to interact with Adobe Experience Manager instances, allowing users to manage packages, check status, create pages, replicate content, and perform other common AEM development tasks.

Klaviyo MCP Pack — wraps the Klaviyo API for email marketing

Macau Statistics MCP — DSEC (Direcção dos Serviços de Estatística e Censos

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Enables querying Ed Discussion posts via Claude. Uses search, Cohere reranking, and thread retrieval to provide cited answers.

Provides real-time and historical stock market data through the Alpha Vantage API. Enables users to get current stock prices and retrieve historical stock data for any major stock symbol via natural language queries.

Enables image generation and prompt enhancement within Claude.ai by leveraging Google Gemini models. It allows users to create visual content in various styles like photorealistic and 3D render directly through natural language.

Provides geolocation services including finding nearby transit stops and retrieving WalkScore, TransitScore, and BikeScore ratings for any address or coordinates using the WalkScore API.