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qualityA basic MCP server template with example tools for echoing messages and retrieving server information. Built with FastMCP framework and supports both stdio and HTTP transports.
Last updated 7 months ago
Why this server?
This server directly addresses the user's preference for DuckDuckGo search for general web research.
Why this server?
This server provides comprehensive web services including page reading, web search, fact checking, arXiv paper search, and image search, covering a broad spectrum of research forms mentioned by the user.
Jina AI Remote MCP Serverofficial
AsecurityAlicense-qualityEnables web content extraction, screenshot capture, web search, arXiv paper search, and image search through Jina AI's APIs. Provides tools for reading URLs as markdown, searching the web for current information, and finding academic papers or images.Last updated 25 days ago19607Apache 2.0Why this server?
This server is ideal for quick fact-checking and in-depth research with recommendations, crucial for any form of research.
AsecurityAlicense-qualityEnables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.Last updated a month ago231MITWhy this server?
This server specifically enables retrieving transcripts from YouTube videos, directly fulfilling the user's need for YouTube video research.
-securityAlicense-qualityEnables Claude AI to extract transcripts from YouTube videos with zero setup required. Works on all platforms including mobile, supports multiple languages, and handles all YouTube URL formats through a cloud-hosted service.Last updated 7 months ago143MITWhy this server?
This server excels at converting YouTube, TikTok, X videos, and websites into structured data, which is highly valuable for multi-modal research and creating a knowledge base.
AsecurityAlicense-qualityTurn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.Last updated 14 days ago921541MITWhy this server?
This server provides AI-powered academic paper discovery, search, and analysis from arXiv, directly supporting peer-reviewed research.
-security-license-qualityEnables AI-powered academic paper discovery, search, and analysis from arXiv with advanced features like semantic search, citation network analysis, and multi-format exports (BibTeX, RIS, JSON, CSV). Provides intelligent research assistance through specialized AI prompts for summarization, trend tracking, and literature review automation.Last updated 4 hours ago14MITWhy this server?
This server is a perfect fit for creating a 'cache of knowledge' as it enables building and querying a persistent knowledge graph with a core index system for critical information.
-securityFlicense-qualityEnables AI agents to build and query a persistent knowledge graph with entities, relationships, and observations. Features a core index system that ensures critical information is always accessible across all memory operations.Last updated 7 months ago1Why this server?
This server manages long-term agent memory, providing efficient storage and retrieval of memories, which aligns with the need for a knowledge cache.
Why this server?
This server offers data retrieval capabilities powered by a Chroma embedding database, enabling semantic search and full-text search over generated data and user inputs, fitting the indexing aspect of the knowledge cache.
Chroma MCP Serverofficial
AsecurityAlicense-qualityA server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.Last updated 7 months ago13517Apache 2.0