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PrivAgents: Agents and MCP servers for Confidential AI Workflows

PrivAgents is a privacy-first framework where intelligent agents interact with a secure MCP (Model Computation & Processing) server to perform encrypted data analysis using homomorphic encryption.

Minibridge

Make your MPC servers secure and production ready acuvity, mcp, mcp-gateway, mcp-server, modelcontextprotocol, mtls, security

Table of Contents

A secure, isolated environment for exploring Python development with Model Context Protocol (MCP) and Language Server Protocol (LSP)

Insecure MCP Demo

MCP-Upbank (in progress!)

An MCP server for interacting with your up-bank account, retrieving account balances and transactions.

🎓 Academic Hub

Academic Hub A professional network for researchers to publish, collaborate, and monetize their work. Powered by Google's Gemini LLM with MCP context server for intelligent research assistance, and in

Solscan MCP 🚀

An MCP server for querying Solana transactions using natural language with Solscan API

Building a Simple MCP Server in Python Using the MCP Python SDK

The Model Context Protocol (MCP) is a standardized way to supply context to large language models (LLMs). Using the MCP Python SDK, you can build servers that expose data (resources), functionality (t

Spring AI MCP Batch Job Server

A Spring Boot Model Context Protocol (MCP) server that provides batch processing tools for financial transactions.

📚 PDF Reader MCP

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

LegalContext

LegalContext is an open-source Model Context Protocol (MCP) server that creates a secure, standardized bridge between law firms' document management systems (specifically Clio) and AI assistants (star

PDF Reader MCP Server (@shtse8/pdf-reader-mcp)

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

OLETools Secure MCP Server

Secure MCP server for analyzing Excel files with oletools

SecureAnnex MCP Server

A Model Context Protocol (MCP) server for analyzing browser extension security

MCP Snowflake Reader

A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Pytho

MCP Solana Internet: Direct SOL Payments for Content Access

Solana-based micropayment server using MCP. 💰 Facilitates direct SOL transfers for resource access control via a Flask API. 🔑 Returns solana-action: URIs for unsigned transactions, validated on-chain.

MedifinderMCP Server

Message Communication Protocol (MCP) server that facilitates secure, standardized communication between system components and the medicine inventory database. Provides RESTful endpoints for location-b

mcp-dbutils

DButils is an all-in-one MCP service that enables your AI to do data analysis by accessing versatile types of database (sqlite, mysql, postgres, and more with ssl, etc.) within a unified connection co

Air-Pollution

This project is a Model Context Protocol (MCP) Server built using Node.js + Express.js that interacts with the OpenWeather API. It allows users to fetch air pollution data based on latitude & longitud

Whale Tracker MCP Server

A mcp server for tracking cryptocurrency whale transactions.

Azure Cosmos DB MCP Server

A Model Context Protocol (MCP) server that provides secure access to Azure Cosmos DB datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.

Octagon: MCP for Market Data

A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based research within Claud

MySQL MCP Server

An MCP server implementation that integrates with MySQL databases, providing secure database access capabilities for LLMs.

Slowtime MCP Server

A Model Context Protocol server for secure time-based operations with timing attack protection and timelock encryption