#ACI

The first MCP-native eval and observability tool for AI agents. Any MCP-compatible agent discovers and uses Iris automatically — no SDK, no code changes. Log traces with hierarchical span trees, evaluate output quality with 12 built-in rules (PII detection, prompt injection, cost thresholds), and track what your agents are actually doing and costing you. Real-time dark-mode dashboard, OpenTelemetry-compatible span structure, self-hosted with SQLite. MIT licensed.

eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs and host kernel events to build causal chains explaining GPU latency

Open-source on-chain USDC payment gateway connecting AI agents to merchants. Agents make secure x402 payments; merchants accept agent payments with zero card fees. 20 MCP tools for paywall CRUD, agent management, webhook observability, and transaction monitoring on Solana, Base, and Polygon.

22,000+ public facility data for foreign tourists in Seoul — restrooms, pharmacies with language support, free WiFi hotspots, AED locations, tourist info centers, and subway timetables. Powered by official Seoul government open data (data.go.kr). All data is bilingual (Korean/English).

36 enterprise-grade MCP tools for AWS infrastructure, security compliance, AI workflows, agent governance, and operational resilience. Includes IAM policy validation with security scoring, MFA compliance auditing, CloudFormation/SAM template generation, DynamoDB single-table design, OAuth configuration validation, vector embedding generation via Amazon Bedrock, error pattern analysis, data lake readiness assessment, risk classification, task routing, 12 ACI governance tools for AI agent safety (decision classification, financial gates, compliance checks, blast radius estimation, rollback generation), and 4 local stakeholder interview tools that require no API key.

MCP Server for consulting Electronic Service Invoices (NFSe) via the Brazilian National Portal (nfse.gov.br). It allows AI agents to authenticate using e-CNPJ/e-CPF digital certificates to query, detail, and download PDFs of issued NFSe.

A Playwright-based MCP server that exposes a live browser as a traceable, inspectable, debuggable and controllable execution environment for AI agents.

Enhanced MCP server for Capacities, the knowledge management app. Features include listing spaces, searching content with full-text and title modes, retrieving complete object content by ID, saving weblinks with metadata and tags, and adding content to daily notes. Fork of the original with updated fastmcp for MCP SDK compatibility and tested Windows support.

A comprehensive MCP server for configuring and managing Cisco ACI (Application Centric Infrastructure) fabrics through the APIC REST API.

Production-ready Langfuse MCP Server with 28 tools for LLM analytics, cost monitoring, and dataset management. Features secure dual-mode operation (readonly & readwrite), real-time cost analysis, trace debugging, and comprehensive usage insights. Deploy instantly with npx for seamless Claude Desktop and other LLM Client integration.

Smart Financial MCP 是一个基于 Model Context Protocol 的金融数据 MCP 服务器，连接 Tushare Pro API，为投资研究、财务分析、行业分析从业者及 AI 助手用户提供便捷的股票数据查询能力。 核心特性 🤖 AI 助手集成：与 Claude 等 AI 助手无缝对话 📊 实时数据：连接 Tushare Pro API 获取实时金融数据 🔒 安全管理：本地加密存储 Tushare API Token 📈 多种数据：支持股票、ETF、指数、期货等多种金融产品 🎨 智能分析：自动生成财务分析报告和可视化表格

APIC(ACI)-MCP-Server A comprehensive Model Context Protocol (MCP) server for managing and analyzing Cisco ACI (Application Centric Infrastructure) fabrics. This tool provides a powerful interface for network administrators and developers to interact with Cisco APIC controllers, perform analysis, and generate detailed reports.

APIC(ACI)-MCP-Server A comprehensive Model Context Protocol (MCP) server for managing and analyzing Cisco ACI (Application Centric Infrastructure) fabrics. This tool provides a powerful interface for network administrators and developers to interact with Cisco APIC controllers, perform analysis, and generate detailed reports.

The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.

Node.js mcp server for iRacing data api

한국 마사회의 공공API를 이용한 MCP server 입니다.

BatchData MCP Server A Model Context Protocol (MCP) server that integrates with BatchData.io's comprehensive property and address APIs. This server provides access to property data, address verification, skip tracing, geocoding, and advanced property search capabilities. Features Address Operations verify-address: Validate and standardize addresses using USPS verification autocomplete-address: Get intelligent address suggestions as you type geocode-address: Convert addresses to latitude/longitude coordinates reverse-geocode: Convert coordinates back to readable addresses Property Operations lookup-property: Get detailed property information by address or APN (Assessor Parcel Number) search-properties: Advanced property search with comprehensive filters search-properties-by-boundary: Geographic boundary searches using bounding boxes or radius count-properties: Get property counts matching specific criteria (lightweight operation)

Professional skip tracing demo built with 6-server MCP stack - Locate individuals and gather contact information with AI-powered confidence scoring

The MistTrack MCP server allows Claude AI to directly access blockchain data provided by the MistTrack API, offering address analysis, risk assessment, transaction tracking, and fund flow visualization capabilities, with support for multi-layer recursive transaction analysis.

Un servicio API para consultar cotizaciones históricas y actuales del mercado bursátil argentino utilizando datos de Yahoo Finance. Ofrece acceso a precios, variaciones y estadísticas de acciones, bonos y otros instrumentos financieros que cotizan en el mercado argentino.

MCP server for Audacity

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Generate image and video creatives using Placid.app templates in MCP compatible hosts