MCP Серверы

SPL-FRAMEWORK

от daseinpbc

SUBSUMPTION PATTERN LEARNING (SPL) MULTI-AGENT FRAMEWORK: Hierarchical foundation model agent architecture that reduces costs by 10-50x through intelligent suppression of expensive foundation model calls. Grounded in R. Arkin's behavior-based robotics and R. Brooks' subsumption architecture, SPL brings 40+ years of proven autonomous systems design

secure-rag-multi-agent

от ssdeanx

Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI orchestration, with JWT Secure, also Deep Research built with Cedar & Next.js. Gemini, OpenAI, Openrouter, & Gemini CLI usable. Also exposes tools, agents as MCP Server Also A2A Agent Cards

bitrefill-mcp-server

от bitrefill

A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to search and shop on Bitrefill.

astermind-elm-mcp

от angrysky56

This is an **on-device, extremely fast text classifier** using Extreme Learning Machines - perfect for: - Real-time sentiment analysis - Spam detection - Topic classification - Any text categorization task where millisecond training speed matters - Generating text embeddings for similarity comparisons

mcportfolio

от ebrandler

McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.

AI-Agents-Boilerplate

от Techiral

Learn how to create your own self-operating AI agent using Python, the OpenAI API, and ReAct prompts. This step-by-step beginner-friendly guide covers real-time data handling and practical code examples to build an autonomous AI assistant.

accordo

от AndurilCode

An MCP (Model Context Protocol) server that provides structured workflow guidance to guide coding agents through a disciplined development process.

AI_Agent_with_MCP

от zayedrais

MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture

web-retrieval-mcp

от guangxiangdebizi

一个专门用于解析网页设计结构的 Model Context Protocol (MCP) 工具。通过提供URL，即可获得详细的页面结构分析，包括布局、导航、内容区域、表单、图片等元素的完整信息。

mcp-server-yapi

от kales0202

mcp-server-yapi 是一个为 YApi 设计的 MCP 服务器。它将 YApi的常用功能封装为一系列工具，允许大语言模型（LLM）通过自然语言与你的 YApi 平台进行交互，实现接口管理自动化。

codebase-curator

от RLabs-Inc

A set of tools to use while coding using the Claude code cli. "smartgrep" is a grep-like tool that uses a semantic index of the codebase to provide Claudes with information tailored for how they think. Claudes love it! A "codebase-curator" Claude to assist the "developer" Claude in his coding tasks, together they implement fully integrated code.

A-Scope-Research

от guangxiangdebizi

基于MCP（Model Context Protocol）的中国A股市场智能分析系统，通过多个专业智能体的协作和辩论，为投资决策提供全面的分析支持。（主要是基于我之前开发的FinanceMCP进行开发的）