"Categorizing messages such as emails or system logs" matching MCP servers:

Domain-Driven MCP server for ed-tech workflows, exposing validated MCP tools backed by LangGraph agents, Supabase document retrieval, web search, and YouTube video discovery.

Enables AI assistants to interact with GroupMe conversations through agentic tools, including a unified inbox for groups and DMs, reading and searching message history, viewing highlights, sending messages, and liking or unliking messages.

Enables reading and writing YNAB budget data, such as listing budgets, accounts, categories, transactions, and creating or updating transactions, through natural language commands.

MCP server exposing qbit_manage's Web API as tools, so an LLM can read and manage a qbit_manage instance: run maintenance commands on qBittorrent torrents, manage config files, scheduler, logs, security settings, and system state.

Enables natural-language search over locally indexed files such as markdown, text, images, videos, and PDFs, and retrieves indexed text or media metadata by path. It lets Cursor query a local embedding index built with Gemini and SQLite.

Enables viewing your own LinkedIn account data—such as profile views, applications, saved jobs, job listings, and notifications—as structured tool results, with optional gated write actions for saving or unsaving jobs and unfollowing companies.

An MCP server that provides live geospatial data such as geocoding, POI search, isochrones, and area density from open data sources to LLM clients like Claude, Cursor, or Claude Code.

FastMCP server exposing Wiswa settings discovery to AI assistants such as Claude Code, Cursor, and GitHub Copilot.

Bridges LLMs with Uyuni infrastructure management, enabling natural language system administration such as inspecting systems, managing updates, and scheduling actions.

Integrates HomeMatic smart home devices (via CCU3, RaspberryMatic, or debmatic) as MCP tools, enabling natural language query and control of rooms, devices, programs, and system variables.

MCP server that delegates Claude Code subagents to alternative backends such as local models, DeepSeek, or AWS Bedrock, while keeping your Claude Code orchestrator session intact.

Linux system administration via AI agents — MCP server for managing services, processes, disk, network and logs on Linux systems.

Enables querying Mexico's SAT public lists to verify RFCs in bulk, search by business name, and obtain tax risk verdicts such as critical, high, medium, low, or clean.

Provides Brazilian agribusiness data such as livestock, crop prices, weather, exchange rates, and news through MCP tools.

Enables AI coding agents to read TeamStorm tasks, comments, attachments, and links, and to perform limited write operations such as adding comments and updating task names, descriptions, or statuses through MCP.

Enables exposing custom tools such as dice rolling and integer addition as MCP servers over stdio and HTTP transports.

Enables AI agents to manage a synthetic workforce dataset with human-in-the-loop approval required for destructive or anomalous operations, such as termination, deletion, and anomalous output logging, ensuring changes are gated until explicitly approved.

Enables searching Moldova's largest classifieds board from an AI client without an account or API key, covering listings such as apartments, cars and phones with category, filter, price and currency controls. Also retrieves full ad details, photos as visible images, seller profiles and phone numbers, dependent options like city sectors or car models, and 999.md's own price statistics.

Enables employees and independent contractors to submit contracts such as NDAs, offer letters, severance and invention-assignment agreements and get plain-language explanations of the clauses that deserve attention. Each flagged clause is cited to the relevant federal or state rule with a primary-source link and an "as of" date, over stdio locally or a remote Streamable HTTP endpoint.

Enables AI assistants to perform controlled Linux system administration tasks like reading logs, managing services, cron jobs, WordPress, and executing sandboxed Python code, with strict security constraints.