AI & Agents MCP Servers for Gemini CLI

MEOK AI Labs - quantum-scoring MCP server extracted from SOV3

Traces which neurons and attention heads drive a language model's output via MCP tools.

npm launcher for the open-compute MCP server: model-agnostic computer-use tools (screenshot capture, canonical safety-gated actions

Verify x402 payment endpoints before an AI agent pays: scam scan, on-chain checks, trust scores.

Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Finds a plan's blind spots: unstated assumptions, omitted risks, and missing pieces.

Local stdio MCP server for the AEGIS governance client. The hosted evaluation service is offline.

Rate-limited MCP HTTP proxy: sliding window plus token bucket pacing so long tasks avoid 429 errors.

Agent-to-agent communication bridge for multi-agent systems

Real-time communication between Claude Code instances across machines and workspaces. Redis-backed channels with background task

Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.

Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.

Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.

Fan a goal out to cheap parallel LLM workers on your own key or a free local Ollama. Keep your mind.

The immutable delegation frame for AI agents: gate any sensitive action, human-in-the-loop.

FIBER decision-context compiler with honest omission accounting: 259 evidence-bearing MCP tools.

AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemini.

MCP bridge for inter-session communication between Claude Code instances

Recursive Claude spawning for autonomous project builds with self-healing test loops

Search agent skills ranked by measured lift vs a no-skill baseline, with safety and rankings.