AI & Agents MCP Servers for Windsurf (legacy)

MCP server that wraps OpenAI's Agents SDK to enable advanced AI capabilities in Claude Code

Ophir protocol tools for AI agent discovery, negotiation, and settlement

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

Local MCP server that optimizes rough prompt drafts using a local Ollama model

A Model Context Protocol (MCP) server for saving and managing prompts

MCP server for optimizing and enhancing prompts for better AI interactions

MCP server for PromptArchitect Prompt Lab - AI-powered prompt engineering with workspace-aware refinement.

MCP server for Proxenio — enables AI agents to discover, authenticate, and interact with the Proxenio verified intent network.

MCP Server for Agent Reputation & Trust Scoring

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

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

MCP server for semantic prompt framework - NLP-inspired adaptive reasoning engine for LLM orchestration

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

Run Sentrul research, compliance, and trace-lookup agents from any MCP-aware client. 257 production agents behind one gateway.

MCP server for translating Sinhala/Singlish commands into English technical prompts

Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.

MCP server for structured thinking framework - Step-by-step reasoning and systematic problem-solving for LLMs

MCP server for spawning and managing AI sub-agents (Codex, Copilot, Claude) — parallel task execution with planner, coder, researcher &

Local task classification for coding-agent model selection.

MCP server for The Agents — real-time AI agent visualization