AI & Agents MCP Servers for Gemini CLI

MCP server enabling AI expert debates - Dynamic expert generation for personalized multi-round philosophical discussions on any topic

Prompt-driven dialectical reasoning and autocoding for LLMs (thesis -> antithesis -> synthesis)

A MCP server for interactive user questions with native UI

Enhanced MCP Server for interactive communication between LLMs and users with custom sound notifications, approval workflows, clipboard

MCP server for AI Agent interview simulation with RAG knowledge base

Judge QA for agents — measures whether your LLM judge agrees with humans, drifted between runs, or is biased, before you ship the number

MCP server for Jungle Grid - submit and manage GPU workloads from any MCP-aware AI host

Model Context Protocol server for AI-assisted development with Kubeflow

MCP server for building and modifying Langflow flows via LLM agents

MCP Server for Leaflet — AI agents control maps via stdio + WebSocket

A lazy-loading MCP proxy that cuts your agent's startup context from tens of thousands of tokens to a few hundred — it exposes upstream

File-based comms protocol for AI-to-AI dialogue between terminal agents.

MCP server for on-demand human-in-the-loop interactions via Slack - get human input when AI agents are stuck or facing critical decisions

MCP server for hot-swapping llama.cpp models in Claude Code sessions

MCP server that packages LLM evaluation gates as reusable CI/CD primitives

🚀 Production-ready MCP server with advanced LLM text generation, context memory, and shared memory collaboration. Features OpenAI standard

MCP server for LoopIn — human-in-the-loop interrupt API for AI agents

Advisory AOS agent health scan before deployment (manifest, services, immune loop, evidence).

AI Agent task management system - MCP service

MCP server for MIMO image recognition

Personal Model Recommender — find the best model for YOUR tasks