"Red Hat" matching MCP servers:

A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling AI assistants to interact with Ansible Automation Platform, Event-Driven Ansible, ansible-lint, and official Red Hat documentation with secure domain validation.

Enables searching Red Hat Developer content such as blogs, articles, and learning paths with filters for content type, product, and topic, plus fetching full article text as clean markdown.

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

A Model Context Protocol server that enables AI agents to access, search, and understand structured package documentation and source code from Git repositories. It automatically generates specialized tools to browse module overviews, components, and detailed documentation for technical libraries.

A unified development tool for RedM that provides access to RDR3 discoveries, framework documentation (VORP/RSGCore), native functions across 86+ namespaces, and database operations with smart context-aware loading.

Enables PDF reading through MCP with text extraction, Chinese OCR for scanned documents, page rendering, and keyword file search from any compatible MCP client.

Sanitizes Continue.dev session exports and reformats them as readable Obsidian chat Markdown, with MCP tools that return only metadata (paths, counts) for privacy.

Enables MCP-compatible clients to search and retrieve current Korean Energy Agency regulations at article level, verify citations against indexed provisions to catch fabricated titles, trace cross-references, and flag subordinate rules that may need revision after parent regulation amendments.

Enables searching and retrieving current KEITI regulation articles, verifying citations against actual provisions, tracing cross-references, and checking whether subordinate rules need updates using ALIO-synced data.

An MCP server that simulates a ruthless Q1 journal reviewer to analyze academic manuscripts for red flags and generate a formatted .docx decision letter.

Enables AI assistants to explore Ed-Fi API endpoints, schemas, and generate entity relationship diagrams, aiding development of Ed-Fi client applications.

Provides AI assistants with offline access to the complete SFML 3.1.0 C++ documentation, enabling module listings, symbol searches, and detailed API reference retrieval.

Enables users to search and retrieve current K-eco regulation articles, verify citations and detect hallucinated titles, trace cross-references, run compliance-radar checks, inspect attachments, and sync current versions from ALIO through MCP-compatible clients.

MCP server to read protected (or unprotected) PDF files, extracting text to a temp file, and handling large PDFs.

Enables AI agents to look up RedM/RDR3 native hashes, search documentation semantically, and access framework docs and community data for accurate coding assistance.

Enables local read-only retrieval and search across 27 global medical device regulatory knowledge hubs (NMPA/FDA/MDR/PMDA etc.) using four MCP tools, with zero credentials and no external network calls.

Enables querying a curated reverse engineering knowledge base covering techniques, anti-analysis bypass, mobile internals, and tools via MCP clients like Claude or Cursor.

Provides LLMs with real-time access to up-to-date documentation from PyPI, npm, crates.io, GoDocs, DockerHub, GitHub, and GCP, preventing outdated code generation and API hallucinations.

Enables AI agents to browse, understand, and generate OpenWebNet protocol frames and Home Assistant MyHOME automations, with tools for frame validation, documentation search, and configuration drafting.

Enables comprehensive local file system operations including searching and reading content from various formats like PDF, Office documents, CSV, and text files. It features automatic character encoding detection and secure path validation for directory access.