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qualityA stateful gateway server for AI applications that solves the memory limitations of Large Language Models by maintaining separate conversation contexts for each user.
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"Model Context Protocol server for fetching web content" matching MCP servers:
- -securityFlicense-qualityAn MCP server for integrating AI models with client applications, allowing for structured interactions with APIs using command-line arguments for authentication and configuration.Last updated2,982
- -securityFlicense-qualityA server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.Last updated35
- -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 updated2MIT
- -securityAlicense-qualityA demonstration server for the Model Context Protocol (MCP) that exposes calculator and Yahoo Finance tools, allowing LLMs to interpret natural language requests and make tool calls via the MCP standard.Last updated1Apache 2.0
- -securityFlicense-qualityA middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.Last updated
- AsecurityAlicense-qualityEnables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.Last updated310695Apache 2.0
- -securityAlicense-qualityA server that enables language models to perform web searches through SearXNG using the Model Context Protocol standard.Last updated2202MIT
- -securityFlicense-qualityA unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.Last updated
- -securityAlicense-qualityA lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.Last updated182MIT
- AsecurityFlicense-qualityA server built with mcp-framework that allows users to extend Claude's capabilities by adding custom tools that can be used through the Claude Desktop client.Last updated3106
- -securityFlicense-qualityA conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.Last updated
- -securityAlicense-qualityA Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.Last updated1582MIT
- -securityAlicense-qualityEnables AI assistants to use Apify Actors as tools to perform specific tasks like web scraping, data extraction, and searching across various platforms through the Model Context Protocol.Last updated11,943Apache 2.0
- -securityAlicense-qualityA server that implements the Model Context Protocol for Schwab API, allowing access to account information, positions, stock quotes, and order/transaction history designed for integration with Large Language Models.Last updated37MIT
CMR Model Context Protocolofficial
AsecurityFlicense-qualityAn MCP server that integrates AI retrievals with NASA's Common Metadata Repository (CMR), allowing users to search NASA's catalog of Earth science datasets through natural language queries.Last updated14- AsecurityFlicense-qualityAn MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.Last updated1781
- -securityFlicense-qualityA server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.Last updated
- AsecurityFlicense-qualityIntegration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.Last updated1548
- -security-license-qualityA TypeScript implementation of a Model Context Protocol server and client that enables interaction with language models (specifically Mistral running on Ollama).Last updated
- AsecurityAlicense-qualityAn MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.Last updated2787MIT
- -securityFlicense-qualityA Python implementation of the Model Context Protocol (MCP) server that enables searching and extracting information from arXiv papers, designed to be extensible with additional MCP tools.Last updated
- -securityAlicense-qualityA specialized Model Context Protocol server that enhances AI-assisted medical learning by connecting Claude Desktop to PubMed, NCBI Bookshelf, and user documents for searching, retrieving, and analyzing medical education content.Last updated6MIT
- AsecurityAlicense-qualityEnables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.Last updated32MIT
Clicks Protocolofficial
AsecurityAlicenseAqualityAutonomous DeFi yield for AI agents on Base. Query APY rates, agent status, payment splits, and referral stats. 4 read-only tools + 1 resource.Last updated91MIT- AsecurityAlicense-qualityA server that enables interaction with the Solana blockchain, providing access to over 40 Solana RPC methods including getting balances, transaction details, block information, and sending transactions.Last updated444MIT
- -securityAlicense-qualityEnables fetching and processing web content with advanced features including batch processing of up to 20 URLs, streaming support, metadata extraction, and multiple output formats (HTML, Markdown, plain text) with enterprise-grade security and global edge performance.Last updatedMIT
- AsecurityAlicense-qualityA server that leverages Cloudflare Browser Rendering to extract and process web content for use as context in LLMs, offering tools for fetching pages, searching documentation, extracting structured content, and summarizing content.Last updated410MIT
- AsecurityAlicense-qualityExtract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.Last updated1144MIT
- -securityFlicense-qualityA server that allows AI models to interact with PostgreSQL databases through a standardized protocol, providing database schema information and SQL query execution capabilities.Last updated2
- -securityAlicense-qualityThis server facilitates the invocation of AI models from providers like Anthropic, OpenAI, and Groq, enabling users to manage and configure large language model interactions seamlessly.Last updated12MIT
- -securityFlicense-qualityImplements a secure message communication protocol for handling exchanges between the banking chatbot and Azure OpenAI, providing message queuing, reliability, and detailed logging.Last updated1
- -securityFlicense-qualityA Python implementation of the MCP server that enables AI models to connect with external tools and data sources through a standardized protocol, supporting tool invocation and resource access via JSON-RPC.Last updated1
- AsecurityAlicense-qualityA Model Context Protocol server that provides web content fetching capabilities with robots.txt checking removed, allowing LLMs to retrieve and convert web content to markdown.Last updated21MIT
- -securityAlicense-qualityA server that allows users to query and analyze cloud cost data from Cloudzero using natural language through Large Language Models.Last updated5MIT
- AsecurityAlicense-qualityAllows AI assistants to interact with Square's connect API, providing access to Square's complete API ecosystem for managing payments, orders, customers, inventory, and more.Last updated3106Apache 2.0
- -securityFlicense-qualityA comprehensive demonstration server that provides tools for calculations, weather, and note management alongside an interactive web interface. It showcases how AI assistants can seamlessly interact with external data sources and functions using the Model Context Protocol.Last updated
- AsecurityAlicense-qualityA bridge between large language models and Dutch parliamentary data, providing access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer.Last updated141118MIT
- AsecurityFlicense-qualityIMCP - Insecure Model Context Protocol The DVWA for AI Security! Welcome to IMCP – a deliberately vulnerable framework that exposes 16 critical security weaknesses in AI/ML systems. Whether you're a security researcher, developer, or educator, IMCP is your playground for hands-on learning about realLast updated154JavaScript
- -security-license-qualityA comprehensive production-ready MCP server with AI integration, plugin management, and web-based administration. Features multi-database support, RAG capabilities, SSH/SFTP access, and a built-in plugin hub for managing the MCP ecosystem.Last updatedMIT
- -securityAlicense-qualityAccess to many public datasets right from your LLM application.Last updated148MIT
- -securityAlicense-qualityA TypeScript wrapper library for the Model Context Protocol SDK that provides a simplified interface for creating MCP servers with tools, resources, and prompts without needing to work directly with the protocol.Last updated8AGPL 3.0
- AsecurityAlicense-qualityA persistent memory system for Large Language Models (LLMs) that enables continuous learning and knowledge retention across sessions through the Model Context Protocol (MCP).Last updated2494MIT
- -securityFlicense-qualityAn educational project that deliberately implements vulnerable MCP servers to demonstrate various security risks like prompt injection, tool poisoning, and code execution for training security researchers and AI safety professionals.Last updated1,277
- -security-license-qualityA GitHub-based implementation of the Model Context Protocol that enables LLMs to access and manipulate data in a Universal Object Reference (UOR) framework, providing standardized interfaces for object management with decentralized storage.Last updated
- AsecurityAlicenseAqualitySERP-based content scoring and optimization with 7 SEO categories.Last updated46MIT
- AsecurityFlicense-qualityA Model Context Protocol server that provides tools to manage Keycloak users and realms, allowing you to create and delete users, list available realms, and view users in specific realms.Last updated46141
- Apache 2.0
- -securityAlicense-qualityA template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and fetching weather data to demonstrate basic tool implementation and API integration patterns.Last updatedMIT
- -securityFlicense-qualityA server that enables AI assistants to interact with LinkedIn programmatically for job searching, resume/cover letter generation, and managing job applications through standardized JSON-RPC requests.Last updated16
