"Matrix" matching MCP servers:

MCP server for Matrix that lets Claude list rooms, search/read messages, send messages and files, react, create rooms, and invite users, with multi-homeserver support and safe-by-default writes; no end-to-end encryption.

Enables AI assistants to interact with Matrix, the open decentralized communication protocol, allowing them to send and read messages, manage rooms, and perform other Matrix operations through natural language.

A Model Context Protocol server for Matrix that gives AI assistants read/write access to Matrix rooms, semantic search over message history, and real-time message notifications.

Extracts and structures executive meeting action items and decision accountability into JSON, enabling automated tracking and telemetry through MCP-compatible AI agents.

A trust-first repository copilot to audit signed commit provenance, preview editor configuration safety, and manage Git hook rollouts.

A mathematical computation service that enables users to perform symbolic calculations including basic arithmetic, algebra, calculus, equation solving, and matrix operations through the MCP protocol.

Educational MCP server with 17 tools for mathematical calculations, matrix operations, statistical analysis, and data visualization. Includes persistent workspace, cloud hosting, and safety features like restricted eval.

Enables management of software requirements in compliance with IEC 62304 Class C medical device standards, including requirement creation, versioning, traceability matrix generation, and risk control integration.

Enables basic arithmetic operations (addition, subtraction, multiplication, division) with 64-bit precision and matrix multiplication capabilities. Provides mathematical computation tools for AI assistants through the Model Context Protocol.

Enables reverse-engineering of older games (DirectDraw/D3D7, D3D8, D3D9, legacy OpenGL) by capturing and replaying traces and analyzing camera, FOV, and matrix data. Provides tools to find matrices, decode FOV/near/far, track cameras, and compare traces/state.

A Python-based MCP server providing mathematical computation tools and plotting utilities for a wide range of math topics including calculus, matrix operations, statistics, and more.

Provides deterministic intent routing and safety gating for multi-agent systems, enforcing P0 critical word detection, mutually exclusive hard rules (MX-1/2/3), and a permission matrix as pure functions via four MCP tools.

An MCP server that provides access to SymPy's symbolic mathematics library for advanced algebraic computations. It enables users to perform complex tasks such as symbolic simplification, calculus, equation solving, matrix operations, and number theory.

Enables AI-driven control of MADRIX LED lighting software, providing over 100 tools for storage, layer, cue list, timeline, audio, output, and color management via the MADRIX Remote HTTP interface.

An MCP server that provides deterministic math computation (numeric, symbolic, unit, matrix) and hybrid retrieval over study notes/textbooks with citations, helping Claude become a reliable study partner.

Extracts content from articles, URLs, and images (via OCR), then generates intelligent 2x2 quadrant analysis visualizations in Chinese with direct ASCII matrix output for analyzing work processes, collaboration patterns, and content strategy.

Turns an LLM agent into a personal planner by providing atomic context (roles, goals, decision matrix) and routing classified items to Obsidian, with optional projection to Google Calendar and Tasks.

Enables AI agents to create and append to Google Docs and Sheets through MCP, including matrix-based row writes and dynamic text injection into document bodies.

Enables AI agents to access 10 public APIs as tools, covering weather, currency, crypto, geocoding, news, time, and country data without API keys.

Enables interaction with VICE emulators for Commodore systems through binary monitor protocol, supporting keyboard matrix injection and IEC observers for targets like C64, VIC-20, etc.