# Local Deployment

Glutamate MCP Servers is a project containing multiple MCP servers, supporting easy deployment and management via the Glutamate platform. The project provides custom servers such as UI Assist and supports all Node - based stdio and sse protocol servers.

A Python implementation of an MCP server for JIRA integration, providing various JIRA operation tools, supporting local deployment and secure communication.

Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.

OMEGA is a persistent memory system designed for AI programming agents, providing cross - session memory, semantic search, automatic capture, and task resumption functions. It is an open - source, local alternative to Mem0.

A high - performance MCP server for semantic code search, written in Rust, supporting hybrid search (BM25 + vector embedding), AST intelligent chunking, and over 60 programming languages.

A compact, production-oriented MCP framework that allows Claude Code to call external AI tools through a standardized server, providing a clear request/response interface and quick local setup.

A local multi - expert intelligent agent scheduling system that supports automatic generation of experts, tool calls, and knowledge base expansion, used for a graduation project.

Refact Agent is an open - source AI programming assistant that supports multi - language code generation, debugging, and optimization. It integrates with mainstream development tools, can be deployed locally, and provides intelligent code completion and code explanation functions.

MCP-AIVA is an MCP server project designed for the TM Forum AIVA AI assistant, providing a local deployment solution and built-in prompt word function, supporting queries on TM Forum's open API and standard implementation.

Guide to installing and using the Groq Cloud MCP client, supporting interaction with local and remote MCP servers.

An MCP system implementation based on C++, including host, client, and server components, supporting interaction with LLM through the command line and calling various tool services.

The StrawHat AI development repository provides a complete solution for building local and online AI development environments, including various tools such as the Ollama backend, Open - WebUI frontend, and Claude desktop proxy, supporting rapid deployment and development of AI applications.

A self - hosted AI project based on Ollama, Open WebUI, and MCP, providing employee vacation management functions, including balance inquiry, application, and history viewing, supporting local deployment and privacy protection.