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securityA
license-
qualityA guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.
Last updated -
8
MIT License
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- AsecurityAlicenseAqualityA beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.Last updated -32462Apache 2.0
- -securityFlicense-qualityEnables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.Last updated -13
- AsecurityAlicenseAqualityA Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.Last updated -27424MIT License
- AsecurityAlicenseAqualityA Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.Last updated -27424MIT License
- AsecurityAlicenseAqualityMCP to analyse local audio file.Last updated -817MIT License
- -securityAlicense-qualityFacilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.Last updated -11MIT License
- AsecurityFlicenseAqualityThe server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.Last updated -419
- -securityAlicense-qualityTransform your codebase into professional architectural decision records with intelligent AI analysisLast updated -361229MIT License
- -securityFlicense-qualityProvides access to real-time and historical Indian stock data via Yahoo Finance API, enabling local LLMs to retrieve stock information through MCP-compatible agents like Claude Desktop and Cursor.Last updated -2
- -securityFlicense-qualityEnables AI assistants to analyze B2C Gold IRA sales call transcripts through 6 specialized prompts executed in strategic order. Provides structured analysis of conversation dynamics, psychology, objections, deal risk, and strategic qualification for retirement planning sales calls.Last updated -
- -securityFlicense-qualityEnables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.Last updated -2
- -securityFlicense-qualityA server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.Last updated -2
- -securityFlicense-qualityEnables intelligent analysis and organization of image collections with smart filename generation, metadata extraction, and automated folder organization. Supports batch processing, color analysis, EXIF data extraction, and multiple naming styles for efficient photo management.Last updated -
- AsecurityAlicenseAqualityAllows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.Last updated -52MIT License
- -securityAlicense-qualityEnables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.Last updated -12Apache 2.0
- -securityFlicense-qualityProvides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.Last updated -1
- -securityAlicense-qualityEnable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.Last updated -427MIT License
- AsecurityAlicenseAqualityA customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.Last updated -113Apache 2.0
- -securityAlicense-qualityAzure Analysis Services MCP Server by CDataLast updated -MIT License
- -securityFlicense-qualityA Model Context Protocol server leveraging Google's Gemini Flash 2 to analyze datasets, generate research papers, and deliver results via email.Last updated -2
- AsecurityAlicenseAqualityAn MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.Last updated -47Apache 2.0
- AsecurityFlicenseAqualityA Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.Last updated -271
- AsecurityFlicenseAqualityAnalyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.Last updated -5
- -securityFlicense-qualityAn authless Cloudflare Workers server that provides tools to scrape, analyze, and answer questions about websites using Cloudflare's Browser Rendering and AI capabilities.Last updated -6
- -securityFlicense-qualityA bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.Last updated -6
- -securityAlicense-qualityA Model Context Protocol (MCP) server that provides intelligent tools for optimizing and scoring LLM prompts using deterministic heuristics.Last updated -MIT License
- -securityFlicense-qualityAn AI-powered travel assistant connected to Claude via MCP that helps users plan Amazon Rainforest trips by providing directions, hotel recommendations, adventure spots, cultural sites, and travel precautions.Last updated -
- -securityAlicense-qualityA server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.Last updated -9MIT License
- -securityFlicense-qualityA Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.Last updated -6
- -securityFlicense-qualityEnables AI educators to provide simple explanations, interactive demonstrations, and relatable analogies for complex AI concepts during workshops. Makes artificial intelligence topics accessible and engaging for participants through structured teaching tools.Last updated -
- -securityFlicense-qualityA Model Context Protocol server that helps collect and structure project portfolio information through a guided conversation flow.Last updated -