A lightweight integration exposing Brex financial data via safe, read-only endpoints with projection and batching. It minimizes payloads while delivering structured, expandable resources and integrates smoothly with Claude-powered workflows, offering efficient pagination and filtering for fast, reliable data retrieval.

Lightweight Python client enabling seamless tool invocation and environment management across contexts via a simple CLI.

MCP (Model Context Protocol) deneme repository'si

An Upmind integration enabling management of products, categories, pricing, and bundles. It emphasizes secure, environment-driven configuration and direct API access, empowering automated admin tasks and scalable catalog management within the Upmind platform. Designed for teams integrating third-party tools and workflows.

Node.js bridge enabling standardized access to CogStackCohort with automatic lifecycle, data translation, and cross-client compatibility.

Go-based bridge for Kubernetes that exposes cluster state via a protocol, transforms data into compact, AI-friendly structures, and formats outputs for easy consumption by automation tools and language models. Focuses on simple data models, structured logging, and modular components for extension.

A Model Context Protocol server for Jetlag that exposes repo tooling like playbooks, roles, docs, and text file access.

Unified platform with API and UI for managing MCP environments, emphasizing modularity, test-driven development, and Docker SDK roadmap to streamline operations.

Bitbucket integration for the Model Context Protocol.

GitHub API integration offering search, details, contents, and issue management with streamlined automation and developer-friendly tooling.

A Model-Context Protocol Server for YouTube

Demo for exploring model context protocols 🚀

Test repository for MCP (Model Context Protocol)

Compact protocol-driven mind map generator with CLI setup and rapid prompt-to-map conversion.

MCP (Model Context Protocol) grants website

A multi-source integration demo showcasing quick access to code snippets, DB ops, design assets, and repo tasks via Cursor IDE.

Working with MCP (Model Context Protocol)

Azure-specific scalable context protocol server enabling secure sharing and seamless integration with Azure services.

Modular framework enabling context-aware orchestration with pluggable adapters, optimized routing, and policy enforcement to differentiate it from other implementations.

LLM-driven dispatcher with semantic context and modular agents for monitoring, logs, and incident response.

Lightweight Python implementation enabling rapid Model Context Protocol interactions with asynchronous I/O and plugin support.

Learning to build Model Context Protocol.

Flexible Model Context Protocol integration to read Datagroom data and empower LLM-driven reasoning with dataset metadata.

Akademische Fallstudie zur kontextbasierten Anbindung externer Werkzeuge in KI-Anwendungen, mit zweistufigem Architekturkonzept.