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A demonstration MCP server built in TypeScript that shows how to implement stdio-based communication for integration with MCP clients. Serves as a template for building custom MCP servers with strong typing and maintainability.

An MCP server that provides image search capabilities via the Brave Image Search API, allowing AI assistants to search images with various filters and perform batch queries.

This MCP server implementation provides a bridge to OpenAPI-specified services, enabling AI assistants to interact with any API that follows the OpenAPI standard. Developed by Ross Masters, it dynamically generates MCP tools from an OpenAPI specification URL, allowing for seamless integration with a wide range of RESTful APIs. Built with Python and leveraging libraries like FastAPI and openapi3-parser, the server focuses on flexibility and ease of use. It supports OpenAPI 3.0 and 3.1 specifications in both JSON and YAML formats. The implementation is particularly useful for scenarios requiring interaction with multiple APIs, rapid prototyping, or integration with existing OpenAPI-documented services.

Self-hosted MCP server for secure AI access to SAP Adaptive Server Enterprise.

An MCP server that provides long-term memory and semantic search using Qdrant and OpenAI embeddings, with tools for storing, searching, and managing knowledge.

A production-ready MCP server providing file, system, math, and text utilities through a simple CLI client.

MCP server for sovereign AES-256-GCM backup encryption and decryption. Enables encrypting, decrypting, verifying, and scoring passphrases with zero network calls.

Provides real-time air quality data (US AQI, PM2.5, PM10, ozone, NO2, SO2, CO) for any city via natural language, using free Open-Meteo data and a single tool.

A demonstration MCP server built with TypeScript and Bun that implements a classic Magic 8-Ball oracle. It enables users to ask yes/no questions, use prompt templates, and access the full list of classic responses.

MCP server deployed on Azure Functions that provides a LearnAgent tool to search and retrieve Microsoft Learn documentation.

A collection of high-performance Claude skills and MCP servers. Featured: API Design Reviewer for REST, GraphQL, and gRPC audits.

Agentic cart bundle affinity recommender & AOV optimization (Rebuy style)

Build client-ready web scrapers with clean data output.

A read-only MCP server for Rollbar investigations, enabling listing configured environments and making authenticated GET requests to the Rollbar API.

Runtime exception stack trace analyzer and fix suggester

Fetch and analyze issues from Sentry error tracking.

Manage Remember The Milk tasks — list, add, complete, delete, search, prioritize, tag, move, and annotate tasks.

Causal Panopticon is a cross-domain causal discovery and inference engine for AI agents, exposed via the Model Context Protocol.

Use the GitHub CLI (gh) to perform core GitHub operations: auth status, repo create/clone/fork, issues, pull.

Provides access to Korea Petroleum Corporation's Opinet fuel price API for South Korea. Enables querying of current national and regional fuel averages, recent price trends, lowest-price stations, and nearby gas station details through natural language.