Unified gateway aggregating multiple MCP servers via a DXt-style extension model, enabling centralized access and per-context tool control.

Lightweight Python toolkit for rapid, context-aware workflow orchestration with Gemini CLI integration and robust local testing.

A proof-of-concept Model Context Protocol (MCP) server for task management

Enterprise-grade gateway with auth, rate limiting, load balancing, and real-time monitoring for MCP traffic.

OAuth middleware bridging Claude's authentication with n8n workflows, featuring Keycloak, dynamic client registration, SSE streaming, and API key fallback for resilient integrations.

A modular, MCP-driven platform enabling contextual AI interviews with persistent focus, dynamic prompts, and cross-service orchestration.

Federates and proxies model contexts from multiple upstream sources into a single, unified access interface.

Lightweight GA4 integration component enabling MCP data exchange with pluggable adapters for rapid prototyping and testing.

Anchors agent tools, trust registries, and attestations on-chain using Cosmos SDK and Ignite for scalable Web3 ecosystems.

Decentralized cloud management with context-aware orchestration, tokenized governance, and secure, scalable cross-system integration.

Rust OpenAPI chat client powered by MCP SDK, auto-discovers functions and integrates llama.cpp via a TOML-configured endpoint.

Awesome AdsMCP servers – standardizing ad APIs via Anthropic’s Model Context Protocol.

GA4 admin toolkit to centrally manage properties, annotations, audiences, and custom dimensions via the Google Analytics Admin API.

Python-based bridge enabling AI models to access public cloud storage with CRUD tooling and cloud-native primitives.

MBTI-inspired personality assessment with backtracking and Ollama integration for personalized AI chats.

Unified JSON API enabling AI assistants to manage containers, images, and logs via MCP with flexible Docker socket support.

Kubernetes-native operator enabling AI-guided cluster control with direct API access, real-time pod management, and scalable deployments via embedded protocol integration.

Creem.io integration that enhances billing transparency and optimizes fees across commerce workflows with streamlined context handling.

Java-based server enabling centralized control of Alibaba RTC Flink resources, jobs, deployments, and workspaces.

CLI-oriented context runner to execute shell scripts or commands with contextual awareness, script piping, and isolated environments.

Unified MCP-based GitHub operations engine delivering comprehensive repo, file, issue, and PR management.

This is a simple MCP Server Framework that enables data to be passed through a structured messaging protocol, allowing seamless communication between clients and servers. It supports efficient data exchange, real-time processing, and customizable extensions for various applications, ensuring scalability and reliability in diverse environments.

Python script to test Model Context Protocol (MCP) server for Juniper's Apstra Fabric manager's APIs.

MCP Servers for folks who practice the dark arts of #infosec.