"Understanding RAG (Retrieval-Augmented Generation or related topics)" matching MCP servers:

Enables MCP-compatible clients to securely access and manage Telegram accounts, chats, messages, media, and contacts, with tiered permissions, write controls, and local caching.

An MCP server that allows AI assistants to send formatted text, files, and updates to Telegram topics, and to capture incoming messages from work chats into a local inbox for retrieval.

Enables interaction with Telegram groups via MTProto, including message retrieval, sending, and semantic search with RAG support.

MCP server for managing Zoom meetings, enabling creation, update, deletion, and retrieval via Claude or Cursor.

MCP server for Genesys Cloud Platform API, enabling queue search, conversation analysis, call quality, sentiment, topics, and transcript retrieval.

Enables publishing and retrieving ntfy-style notifications via MCP, supporting topics, titles, tags, priorities, and WebSocket streaming.

A self-aware, AI-powered MCP server that acts as a personal medical education assistant for African students, understanding natural language and autonomously managing reminders, data bundles, and medical knowledge retrieval.

An extensible MCP hub that exposes internal services (chat, observability, RAG) as namespaced tools via FastMCP, with OpenAPI auto-generation, auth, and resilient error handling.

A Model Context Protocol gateway that connects to RFK Jr-related endpoints, supporting both STDIO and SSE transport methods.

A WebSocket-based MCP server that enables mail operations including retrieval, search, and statistics for email addresses. Can be deployed on Render.com or run locally.

Enables AI agents to authenticate with and use technocore.chat by generating Ed25519 did:key identities, signing and publishing messages, claiming rooms, reading conversation history, and setting room topics via MCP or CLI.

Call, text, or push your phone when an agent needs input mid-task — reply by voice instead of babysitting a long-running or blocked terminal.

Enables AI coding agents in different harnesses, projects, or machines to share encrypted peer-to-peer rooms and exchange messages directly, without any central server or account.

Read-only MCP server that connects to multiple IMAP accounts, enabling cross-account email listing, search, and retrieval without modifying mailboxes.

Enables AI agents to interact with Discourse forums through search, reading topics/posts, managing categories and tags, chat channels, and optionally creating content with safeguarded write operations.

A read-only MCP server that allows Claude Code to securely access Zulip chat messages, streams, topics, and user information without modification capabilities.

Enables intelligent semantic conversation routing that automatically branches, maintains, and routes between conversation topics instead of relying on entire conversation histories for context.

Provides 28 tools for mobile proxies, non-VoIP SMS verifications, dedicated numbers, and global eSIMs, enabling AI agents to perform phone-related tasks.

A real-time hotspot monitoring and news aggregation assistant that provides AI-powered analysis of trending topics across multiple platforms via the Model Context Protocol. It enables users to track news and receive automated notifications through various services like Telegram, WeChat, and Slack.

Enables agents to publish messages to MQTT topics, which can be turned into phone notifications via the NotifyMQTT Android app.