MCP-RAG: Modular RAG Pipeline using MCP & GroundX
MCP server Implantation for RAG (GroundX API)
Directory
MCP server Implantation for RAG (GroundX API)
# Notion MCP Server A Model Context Protocol server for Notion integration, allowing Claude and other LLMs to interact with your Notion workspace. ## Features…
Local-first MCP code intelligence server with 37 tools — hybrid search, blast-radius analysis, diff-aware risk-scored review, and bi-temporal memory pinned to…
Knowledge graph causal discovery over multi-domain research data, delivered through a single Model Context Protocol interface.
makes the jewish library accessible to LLMs through the MCP protocol
Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON…
Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected…
This server provides Model Context Protocol (MCP) services for OpenWebUI, enabling knowledge base integration and retrieval.
Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation…
Provides real-time web search capabilities through the Exa Search API, enabling up-to-date information retrieval and content scraping from specific URLs.
Provides instant access to git-spice documentation within your IDE, enabling real-time searching and automatic assistance for developers working with git-spice…
This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance…
Bridges AI assistants with FIWARE Context Brokers, enabling natural language interaction with IoT data for querying, publishing, and updating information in…
A demo project that shows how to configure Claude Desktop with agentic memory using the Neo4j Memory MCP Server. It stores and retrieves conversational context…
Bridges AI systems with note.com's API for searching articles by keyword, retrieving detailed information, and listing user-specific content without context…
Enables direct MySQL database operations including query execution, schema management, and table information retrieval with built-in security features to…
Integrates with TripAdvisor's API to enable vacation planning, destination exploration, and informed decision-making about accommodations and activities…
An MCP server that integrates with Amazon Q Business' cross-app index to answer questions based on uploaded synthetic data. It is designed for users who want…
A server for discovering and retrieving other MCP servers via MCPulse.
Search and read your documentation using the model context protocol
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI…
A simple MCP server of knowledge base for RAGFlow.
This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app). ##…
This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can…