Contextual MCP Server
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…
Directory
# Contextual MCP Server A Model Context Protocol (MCP) server that provides RAG (Retrieval-Augmented Generation) capabilities using Contextual AI. This server…
# Figure Extractor API and MCP Server Extract figures and tables from PDF documents using this FastAPI-based service. The Figure Extractor API and MCP Server…
Open Source MCP Servers for Scientific Research
# Brave-Gemini Research MCP Server A modern MCP (Model Context Protocol) server implementation that provides AI assistants with web search capabilities via the…
MCP Server implementation for the Model Context Protocol (MCP) enabling AI tool usage - Realtime Flight Search
# (Demo) MCP Server for MeteoSwiss Data A Model Context Protocol (MCP) server for MeteoSwiss weather data. ## Overview This server provides weather data from…
MCP server for IONIS HF propagation analytics — 175M signatures from WSPR, RBN, Contest, DXpedition, and PSK Reporter.
This project demonstrates how to use DuckDuckGo MCP Server with a LangChain Groq LLM agent to perform intelligent search tasks via MCP (Micro Component…
Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive…
Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving…
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT, MD, DOCX, CSV, and images. Single Go binary, 12 tools, smart caching.
An MCP service specifically developed for AI to connect and manage Jupyter Notebooks
Market knowledge layer for AI agents. Aim monitors millions of sources (news, podcasts, social, competitor and regulatory data) and surfaces the signal shaping…
一个通过智谱 AI 开放平台(BigModel)的 Web Search API 提供网页搜索能力的命令行工具,并符合 Model-Code-Protocol (MCP) 规范。可以通过标准输入/输出(STDIO)与客户端通信
# videoseek-mcp **Find anything in any video.** Semantic video search, video Q&A, persistent memory, and social media import — all as MCP tools for your AI…
Power your AI agents with Google Search–enhanced research via an open-source MCP server. Includes tools for Google Search, YouTube/web scraping, LLM-driven…
Unofficial MCP server for working with Kagi *without* API access (you'll need to be a customer). Searches and summarizes. Uses Kagi session token for easy…
An experimental MCP service for Azure AI Search in Python
Integrates with Roam Research to enable searching, creating, and manipulating graph content for automated note-taking and intelligent information retrieval.
PowerDMARC's MCP server brings live email authentication data directly into any MCP-compatible AI assistant: Claude, ChatGPT, Cursor, and others. Instead of…
MCP server for AI agents: web content extraction, DuckDuckGo search, site monitoring, HTML to markdown. No API keys needed. Install: npx @rog0x/mcp-web-tools
MCP server for integrating HubSpot with Claude Desktop and other MCP clients. Provides access to HubSpot contacts, companies, and deals through conversational…
This project is an arXiv paper retrieval and search service implemented through a custom MCP (Multi-Capability Provider) framework. It provides a server-side…
A Model Context Protocol (MCP) server that integrates with Kagi’s search and summarizer APIs, allowing Large Language Models (LLMs) to search the web and…