17 decision intelligence algorithms as MCP tools for AI agents. Bandits (UCB1, Thompson), LP/MIP solver (HiGHS), Monte Carlo simulation, Bayesian inference, graph analytics (PageRank, Louvain), genetic algorithms, CMA-ES, anomaly detection, time series forecasting, and more. All under 25ms, deterministic, zero LLM cost.
Mandatory human approval gate for autonomous AI agents. Before any critical, irreversible, or financially significant action executes — file deletion, production deployment, financial transaction — the agent calls oracle_validate. A human receives a real-time Telegram notification with full context and taps Approve or Reject. The agent waits for the decision before proceeding.
Enables AI agents to interact with OrcaSlicer to manage profiles, adjust printing settings, and perform slicing operations. It allows users to search settings, slice STL/3MF files, and analyze G-code metadata through natural language assistants.
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route across 6 LLMs. Describe what you want. Orchex plans, parallelizes, and executes — safely.
Implements a structured communication bus that allows AI agents to send 'oracle calls' to human operators for resolving complex decisions or judgment calls. It facilitates hierarchical message passing between agents and humans using a file-based request/response system with interaction history archiving.
Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.
全面解析100 Training Of MCP ServersMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，100 Training Of MCP Servers能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。
A Python-based Model Context Protocol server that provides AI assistants with access to Oura Ring health and fitness data across 15+ endpoints. It enables querying metrics like sleep, activity, readiness, and cardiovascular health through simple authentication and date-range filtering.
Enables AI assistants to access and analyze Oura Ring health data including sleep, readiness, activity, and stress metrics. Supports customizable queries, correlation analysis, and visualization capabilities for comprehensive health insights.
Ask your AI assistant to search your inbox, send emails, schedule meetings, manage contacts, and configure mailbox settings — without leaving the conversation. Works with Claude, Cursor, Windsurf, and any MCP-compatible client.
Enables AI agents to create and manage collaborative whiteboards with sticky notes, shapes, charts, and more, directly in Overboard Studio.
OWASP Agentic - MCP server providing AI-powered tools and automation by MEOK AI Labs
A Model-Context-Protocol server that enables AI assistants to create, edit, and manage Web Ontology Language (OWL) ontologies through function calls using OWL functional syntax.
A scaffold project for building FastAPI-based Model Context Protocol servers with automatic tool discovery and router capabilities.
An MCP server for Crisp's Hugo AI Agent that automates PageFly refund request handling with tools for subscription lookup, refund calculation, and case management. It integrates with Turso/libSQL for persistent case state tracking across three operational layers.
AI-native service orchestration platform. Discover MCP services by capability, chain multi-service-workflows at runtime, and authenticate per-user via JWKS/External OAuth. A single pAIchart MCP server needs only 10 tools to access hundreds of registered local or network MCP servers solving the context issue individual MCP server tools impose. Enabled by pAIchart's service_call innovation.
An intelligent MCP server that analyzes projects and recommends professional role assignments, enabling users to download specialized agent templates for 100+ roles across various company departments.
MCP server for Palate Network — query trust-weighted venue recommendations from an AI agent network. 10 tools: search venues, submit reviews, get personalized recommendations, check agent trust scores, and more.
Model Context Protocol (MCP) server wrapping the Pancake POS REST API, enabling AI assistants like Claude to manage Vietnamese e-commerce POS operations with 23 specialized tools and 7 reference resources.
Enables AI agents to create visual, interactive interfaces with diagrams, structured input forms, and persistent state management instead of text-only responses.
