AI & Agents MCP Servers for OpenAI Agents SDK

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

AI Agent task management system - MCP service

Single MCP server exposing search_tool that routes to 1000+ local MCP tools via semantic search

Personal Model Recommender — find the best model for YOUR tasks

Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.

Neo MCP server and local execution daemon — runs AI/ML tasks locally, no Python required

Agentic OS MCP Server — 169 tools with on-demand loading (26 core), Streamable HTTP transport, background task engine, browser automation

MCP server for bidirectional AI agent communication via ntfy.sh push notifications. Send messages, receive real-time responses, and chat

Offload cheap work from your AI agent to a local Ollama model, at zero cloud cost.

OmniCoreAgent is an open Python agent harness for building autonomous AI agents that use tools, manage memory and context, coordinate

9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.

Padlet MCP Server — lets AI agents like Claude Code / Claude Desktop / Cursor directly operate Padlet: create new boards, read walls, post c

Prompt Decomposition Engine as MCP Server - LLM-driven decomposition into structured JSON with Four Directions mapping, ambiguity

An AST-based context router to reduce AI token usage. Provides code skeletons and structural symbols to LLM agents (Cursor, Claude

Context-aware prompt enhancement MCP server

MCP Server for Agent Reputation & Trust Scoring

Human approval for AI agents: a named person approves or rejects, silence is not consent.

MCP server for AI agents to report infrastructure needs they encounter during task execution

Tool selection, Cohere-compatible reranking, and on-chain pricing-truth for agents

MCP server that delegates bulk file reading and doc/boilerplate writing to cheaper OpenAI-compatible models

Governed MCP orchestration, tamper-evident memory, and Claude Code Seatbelt hooks.