MCP servers for building, orchestrating and running autonomous AI agents, multi-agent systems and LLM tooling. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
MCP server for Hunchful — let an AI read and refine a Hunchful collaboration model directly, instead of copy-pasting links.
Optometry Ai Safety automation via MCP. Includes classify optometry device, check fda samd, ce marking checklist. By MEOK AI Labs.
Orchestrator MCP agent — coordinates independent agents via Agent HTTP Protocol v1 with multi-instance pools, gates, and static flows.
Reserved package name
MCP server for Siglent SDG waveform generator control via SCPI over TCP sockets
TheCocktailDB MCP.
TheMealDB MCP.
MCP server for Tideways performance monitoring integration with AI assistants
TokenSpy MCP Server — AI pitfall intelligence and trading signals for agents
MCP server for TOON (Token-Oriented Object Notation) - Reduce LLM token usage by 50-70%
MCP server for Switchback — classify AI agent turns by complexity and pick the cheapest model that can handle them. Drop-in for Claude Desktop, Cursor, Cline, and any MCP-compatible client.
Thin MCP relay for agent-to-agent communication with Director/Agent roles
Agent-native tool intelligence. Discover, score, and access developer tools optimized for AI agents.
AIOProductOS Agent — an MCP server that turns Claude Code, Cursor, or Codex into an assignable Backend/Frontend/Mobile/QA teammate inside AIOProductOS.
MCP server for Confirm.dev: gives any MCP agent a human-approval tool for risky actions.
Open-source, zero-dependency Model Context Protocol (MCP) server to query Apple Health / HealthKit data (190 metrics) from Claude, ChatGPT, Cursor, OpenClaw, Hermes and any MCP agent.
An MCP server for the Agent2Agent (A2A) protocol
MCP server wrapping the Artificial Analysis API for LLM and multimodal model data queries
Control Ableton Live from an AI assistant via MCP: tracks, devices, clips, automation, and generative MIDI with per-note probability.
Academic figure agent harness for multi-step planning, generation, and evaluation through MCP
Verifiable agent-to-agent task handoff with signed provenance chain. Initiating agent signs the offer, accepting agent signs acceptance, chain is verifiable offline. Non-repudiable A2A delegation.
Load Agent Skills for your agents
Discover x402 paid services, MCP servers and A2A agents from any MCP-compatible agent (Claude, Cursor, Cline).
A Model Context Protocol server providing VRM avatar functionality for LLMs