Local RAG
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
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Docs Fetch MCP Server
MCP server for fetching web page content with recursive exploration capability
HEYM
Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime. Expose your Heym workflows as an MCP…
Web Fetcher
Fetches and extracts web content using Playwright's headless browser capabilities, delivering clean, readable content from JavaScript-heavy websites in HTML or…
MCP Server for Documentation Search
# MCP Server for Documentation Search This project implements a custom MCP (Model Control Protocol) server that enables Claude to search through documentation…
Knowledge MCP Server
# Knowledge MCP Server A Model Context Protocol (MCP) server that provides tools for managing and querying knowledge bases through vector databases. This…
MCP Server for Deep Research
# MCP Server for Deep Research MCP Server for Deep Research is a tool designed for conducting comprehensive research on complex topics. It helps you explore…
Mcp Client Typescript
The MCP Docs Server is a Node.js implementation of a Model Context Protocol (MCP) server that provides a powerful tool to search and retrieve up-to-date…
Tavily Search
Integrates Tavily's AI-powered search capabilities to provide web searches with AI-generated summaries and result caching for up-to-date information retrieval.
Engram
Engram is a production-ready memory system that gives AI agents persistent, searchable memory across conversations. Think of it as SQLite for agent state -…
MCP Server for Stealth Web Search and Fetching
Fault-tolerant MCP Server for Stealth Web Search and Fetching
web-search-mcp
A comprehensive, production-ready research server (MCP). Provide your LLM clients with real-time access to the web, data, and more.
Web Researcher MCP
Production-grade MCP server for web search, content extraction, and multi-source research — 8 tools, 5 search providers with automatic failover, 4-tier…
Driflyte
MCP Server for [Driflyte](https://console.driflyte.com). The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific…
aaPanel
Bridges AI with aaPanel web hosting control panel for managing websites, databases, Docker containers, and system resources through Go-based API integration.
DuckDuckGo Search
Integrates with DuckDuckGo to enable web search functionality, returning results as structured data for easy incorporation into AI workflows.
Kagi
Perform privacy-focused web searches via Kagi's search engine.
Bing Search
Enables web, news, and image searches through Microsoft's Bing Search API, providing access to up-to-date information from the internet.
Google Custom Search
Integrates Google Custom Search API to enable web searches for fact-checking, research, and content generation tasks.
Deep Research
Provides web search and advanced research capabilities with specialized tools for browsing, document analysis, media processing, and archive searching to…
Web Research
Enables web browsing capabilities through Google searches and webpage content extraction using Playwright for browser automation and Turndown for…
Doc Scraper (Jina.ai)
Converts web documentation to clean markdown using Jina.ai's API, enabling easy transformation of online docs for content migration or offline use.
Perplexity
Integrates with Perplexity's API to enable real-time web searches for up-to-date information retrieval and context-aware responses.
Perplexity Search
Enables web searches using Perplexity's API with sonar or sonar-pro models, returning detailed results with citations and optional recency filtering.