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qualityA code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.
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- AsecurityAlicenseAqualityEnables solving complex combinatorial optimization problems with logical and numerical constraints through multiple solvers (Z3, CVXPY, HiGHS, OR-Tools). Specializes in portfolio optimization, scheduling, resource allocation, and constraint satisfaction problems.Last updated -52Apache 2.0
- AsecurityAlicenseAqualityA Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.Last updated -122MIT License
- -security-license-qualityGeneral purpose constrained optimization MCP server
- -securityAlicense-qualityMCP server for managing and serving dynamic prompt templates using elegant and powerful text template engine. Create reusable, logic-driven prompts with variables, partials, and conditionals that can be served to any compatible MCP client like Claude Code, Claude Desktop, Gemini CLI, etc.Last updated -15MIT License
- -securityFlicense-qualityAn MCP server that enables natural language interaction with Google's Discovery Engine API, allowing users to search, recommend, and manage data through conversational interfaces.Last updated -
- -security-license-qualityEnables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.Last updated -MIT License
- -securityFlicense-qualityProvides safe, read-only access to memory analysis and debugging functionality through the Model Context Protocol, allowing users to examine computer memory for software development, security research, and educational purposes.Last updated -8
- -securityFlicense-qualityAn MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.Last updated -
- -securityAlicense-qualityA Context Engineering Framework that provides 9 battle-tested development workflows with smart validation to help AI models follow consistent processes.Last updated -MIT License
- -securityAlicense-qualityProvides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.Last updated -2MIT License
- AsecurityAlicenseAqualityThis MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.Last updated -4216MIT License
- AsecurityAlicenseAqualityEnables search capabilities using a Google Custom Search Engine, allowing users to input a search term and retrieve search result titles, links, and snippets, while facilitating integration with other tools for content extraction and advanced search strategies.Last updated -128The Unlicense
- -securityFlicense-qualityAn MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.Last updated -
- AsecurityAlicenseAqualityEnables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.Last updated -401Apache 2.0
- AsecurityAlicenseAqualityEnables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.Last updated -15447MIT License
- -security-license-qualityFacilitates executing system commands and retrieving web data using the Brave Search API by interpreting user intents via a Large Language Model (LLM).
- -securityFlicense-qualityAn AI-focused search engine that enables AI applications to access high-quality knowledge from billions of webpages and ecosystem content sources across various domains including weather, news, encyclopedia, medical information, train tickets, and images.Last updated -30
- -securityAlicense-quality🔍 High-Availability Multi-Engine Search Aggregation MCP Server - Intelligent Failover, Unified API, LLM-Optimized Content Processing.Last updated -1MIT License
- -securityAlicense-qualityEnables AI assistants to perform real-time Google searches with anti-bot protection. Bypasses search engine restrictions using advanced browser automation to extract search results locally without requiring paid API services.Last updated -4MIT License
- GPL 3.0
- -securityFlicense-qualityAn intelligent server that helps discover and research MCP servers using the Exa AI search engine, enabling users to find appropriate Model Context Protocol servers for specific requirements.Last updated -3
- -securityFlicense-qualityEnables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.Last updated -1
- AsecurityAlicenseAqualityEnables users to perform Google Custom Search queries through the Model Context Protocol. Requires Google API credentials and Custom Search Engine configuration for web search functionality.Last updated -1MIT License
- AsecurityFlicenseAqualityProvides integration with Everything Search Engine allowing powerful file search capabilities through the Model Context Protocol with advanced search options like regex, case sensitivity, and sorting.Last updated -18
- AsecurityAlicenseAqualityThe Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.Last updated -174MIT License
- -security-license-qualityEnables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.Last updated -MIT License
- -securityFlicense-qualityEnables web search capabilities within MCP-compatible LLM clients using the Parallel Search API. Designed for daily use and everyday smaller web-search tasks.Last updated -4
- AsecurityFlicenseAqualityA privacy-friendly MCP server that enables web searches and URL content extraction using DuckDuckGo, allowing AI assistants to access real-time web information without API keys.Last updated -422518
- AsecurityFlicenseAqualityEnables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.Last updated -30
- AsecurityAlicenseAqualityServer to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.Last updated -146MIT License
- -securityAlicense-qualityUse Tavily Search to search for news pages or images.Last updated -MIT License