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A Node.js MCP server that enables human-in-the-loop workflow for AI development tools, allowing users to run commands, view output, and provide textual feedback directly to AI assistants.

Detects semantic gaps between texts. Use when a conversation is failing, a question and its answer are misaligned, or two systems are communicating without understanding each other.

A semantic gap detection tool that identifies miscommunication and misalignment between texts by measuring semantic distance using embeddings. It enables AI agents to analyze conversation sequences for conceptual drift and reframe questions to uncover hidden needs.

Enables AI assistants to interact with Intervals.icu fitness tracking and wellness data, allowing users to fetch, filter, and group activities or health metrics. It provides structured summaries of workouts and physical well-being through natural language queries.

Enables AI assistants to access and analyze intervals.icu training data including activities, fitness metrics (CTL/ATL/TSB), wellness stats, and calendar events. Supports natural language querying of athletic performance for training insights and workout planning.

Interview Roleplay MCP

全面解析Interview RoleplayMCP 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，Interview Roleplay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。

Free MCP server that gives Claude, Cursor, Windsurf, and other AI assistants live DNS and email security scanning. Exposes 5 tools: scan_domain (full DNS & email security scan with A+ to F grade), check_email_security (SPF, DKIM, DMARC + blacklists), lookup_dns (any record type), check_dns_propagation (global resolvers), and validate_dnssec. No API key required. Install with: npx -y intodns-mcp. Powered by IntoDNS.ai.

Connects AI assistants to the Invariance observability platform, enabling natural language queries of traces, monitors, and signals to investigate issues and analyze agent behavior. Supports debugging, monitoring, and evaluation dataset management through Claude Desktop, Cursor, and Claude Code.

Connects to Odoo ERP to provide comprehensive inventory analysis, including demand forecasting, ABC/XYZ classification, and stock level monitoring. It enables users to identify slow-moving items and generate turnover or aging reports through natural language queries.

invinoveritas is a Lightning-paid AI reasoning and structured decision intelligence MCP server. It allows autonomous agents to get high-quality strategic analysis (/reason) and structured JSON decisions (/decision) by paying per request with Bitcoin Lightning using the L402 protocol.

Provides complete Portuguese invoice management with 60+ specialized tools including invoice creation, client management, SAF-T tax compliance, treasury operations, and Portuguese Tax Authority (AT) integration for AI-powered business automation.

AI-powered invoice automation. Create PDF invoices, predict late payment risk 0-100, auto-send reminders, reconcile Stripe/PayPal payments, track cash flow. 10 MCP tools, 4 resources.

Enables users to interact with Invompt's public invoice API to draft and create professional invoices. It provides tools for generating Invoice Markup Language (IML) YAML and processing it through various invoice templates.

Connects AI assistants to IonHour uptime monitoring workspaces to manage projects, monitoring checks, and incident responses. It enables users to view reliability metrics, send heartbeats, and manage status pages through natural language.

全面解析MCP Ip2location IoMCP 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，MCP Ip2location Io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。

Enables IP address intelligence lookup including geolocation, network information, privacy detection (VPN/proxy/Tor), company data, and abuse contacts using IPLocate.io API. Supports both IPv4 and IPv6 addresses with comprehensive analysis tools and security assessment capabilities.

Persistent shared memory for AI coding agents. Stores facts as entity/key/value triples with hybrid semantic search, task checkpoints, and conflict resolution — shared across Claude Code, Codex CLI, and GitHub Copilot.

Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, detect AI-generated music, and measure loudness using IRCAM Amplify's audio processing APIs.

MCP-native agent evaluation and observability server. Log traces, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track agent costs. Real-time dashboard, OTel-compatible spans. Self-hosted, MIT licensed.

Enables AI agents to access real-time and historical market data for on-chain derivatives, including prices, orderbooks, trades, and analytics. Supports triggers, cohorts, and bulk export for advanced use cases.