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Velocirag

# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…

Financegenius.ai

FinanceGenius.AI is India's first AI-native financial product MCP server. 15 read-only tools that any MCP-compatible AI client (Claude Desktop, Cursor…

Notion_mcp_server

## Setting Up Notion API Key and Permissions ### Creating a Notion API Key 1. **Go to Notion Integrations:** - Visit [Notion…

Forge

Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent…

Crawl4AI RAG MCP Server

A distributed Model Context Protocol (MCP) server implementing an intelligent web ingestion and retrieval-augmented generation pipeline for AI agents and…

Notion Prompts MCP Server

# Notion Prompts MCP Server 这是一个使用 Model Context Protocol (MCP) 标准的服务器,它提供对存储在 Notion 数据库中的提示词的访问。 ## 功能特点 - **提示词资源列表**:以 MCP 资源形式提供所有可用提示词 - **提示词读取**:通过 ID…

Wojtyniak MCP

# MCP-MCP: Meta-MCP Server [![Servers](https://img.shields.io/badge/dynamic/json?url=https://github.com/wojtyniak/mcp-mcp/releases/download/data-latest/data_inf…

Notion Private API MCP

Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Full read/write access to your entire Notion workspace — no integration token and…

Anytype MCP Server

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through…

MCP with RAG Demo

This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows…

Novyx MCP

Persistent memory for AI agents. 72 MCP tools for remember, recall, rollback, audit,

Mcp Npm_docs Server

An MCP server that provides a tool to fetch metadata and documentation (including README content) for NPM packages, using a local cache to improve performance.

Reference

# Reference - https://www.youtube.com/watch?v=-8k9lGpGQ6g - https://github.com/techwithtim/PythonMCPServer # Setup MCP Server - Install `uv` - For Linux/macOS…

Rag Starter

# rag-starter — chat with your documents (RAG), with citations A production-ready starter that turns a folder of documents into a **cited Q&A service**. Drop…

whatsapp-mcp

Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally…