Kotlin-based plugin enabling modular MCP extensions with lifecycle-aware components and secure context propagation.

Windows-oriented setup linking Claude Desktop with a configurable environment and exa_key-based search to power multi-component workflows.

Cross-zone audio control with real-time routing, secure MCP communications, and modular scalability for diverse DSP hardware.

Autonomous multi-agent system coordinating specialized agents to develop software projects with MCP tooling.

Zed editor extension for the Axiom MCP Server

Training-focused Model Context Protocol variant designed for business workflows and structured tool usage.

Secure Kraken trading bot leveraging Model Context Protocol on Windows, featuring robust error handling, rate-limited operations, and encrypted API keys.

Secure sandbox runtime for executing user code with model context in isolation, plus local debugging.

A TypeScript-based MCP server that executes commands and returns structured outputs.

Template-driven prompter server delivering developer-focused prompts for design, coding, and testing via Claude.

Automated Go High Level API key management with sub-account generation, secure storage, and scalable provisioning.

TypeScript-based module enabling Claude to generate grocery lists and place Amazon Fresh orders.

Protocol-level CLI enabling dynamic tool discovery across OpenAI and Ollama with interactive chat and SQLite-backed context.

Executes host shell commands via an MCP capability, returning stdout, stderr, and exit status for reliable automation.

TypeScript-based MCP server example showcasing typed handlers and context routing for easy learning and integration.

Lightweight trading-focused MCP server enabling context delivery and action dispatch via Model Context Protocol.

mcp dotnet sdk

Lightweight Notion-focused prompt tool enabling page queries and automated data updates via Claude integration.

AI-powered, pattern-based text editing with safety checks and content verification.

Memory-backed context retention with flexible backends, privacy-aware storage, and rapid recall for long-running conversations.

Lightweight bash-driven context handler enabling rapid scripting, automation, and context management for prototyping workflows.

A collection of MCP servers

A Python-based tool to scaffold, validate, and interact with model context protocol endpoints, emphasizing clean protocol handling and lightweight setup.

Example implementation demonstrating vanilla RAG with a single doc-retrieval tool.