AI & Agents MCP Servers for OpenAI Agents SDK

Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.

Deterministic policy firewall for AI agent tool calls - YAML rules, not a fuzzy risk score.

Read-only tools over the Safer Agentic AI framework: 238 patterns + 14 heuristics.

Does the tool do what it says? Conformance receipts for MCP servers, and unknown when unchecked.

Think tool for LLMs

Universal prompt loader MCP server

Browse, install, and manage AI agent personas via Soul Spec. Powered by ClawSouls.

Personal AI Subscription Auditor — find waste in your AI spending

Rubric-based technical answer feedback for AI agents; human review required.

A thinking tool MCP server for decomposing and organizing thoughts.

MCP Server for 6-stage Thinking Protocol Framework

MCP server for AInternet — DNS, identity and messaging for AI agents. Resolve .aint domains from Claude Code, Cursor, or any MCP client.

MCP server for Google's TimesFM 2.5 foundation model — give any AI agent zero-config time-series forecasting.

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 Twake.ai: integrate your sovereign Digital Workplace with any MCP-compatible AI assistant

MCP server that creates and critiques plans using two-step Claude evaluation

Unofficial GMI Cloud CLI (+ MCP server) for GMI Studio — image/video/audio generation and LLM inference

MCP server for simulating harsh user review and feedback

MCP server for Vapi. Let Claude Code, Cursor, and any MCP-compatible AI manage your voice assistants and trigger calls.

MCP server for injecting Verbalized Sampling prompts into subagents, commands, and skills