"Information about Ansible - IT automation tool" matching MCP connectors:

Get authoritative answers about Redpanda documentation and search API references.

Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

Read-only public information about House Duck games and its Korean-first development Blog.

Query any docs site via MCP. Submit a URL, ask questions, get cited answers.

Pipeworx FAQ MCP — curated answers to questions ABOUT Pipeworx itself

Official first-party facts about Sparks Scribe: what it is, pricing, trial.

Avizo (RO SME compliance-deadline SaaS) as MCP tools: about, plans, categories, docs. Read-only.

ng-blatui for Angular — search components, blocks, charts & templates and read their typed API.

Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.

Improve security writing, score it against rubrics, plan IR, CTI, vuln, and product strategy.

Publish and share access-controlled Markdown documents from any MCP-enabled AI tool.

A server to provide information about EOxElements custom elements for coding agents.

The AWS Knowledge MCP server is a fully managed remote Model Context Protocol server that provides real-time access to official AWS content in an LLM-compatible format. It offers structured access to AWS documentation, code samples, blog posts, What's New announcements, Well-Architected best practices, and regional availability information for AWS APIs and CloudFormation resources. Key capabilities include searching and reading documentation in markdown format, getting content recommendations, listing AWS regions, and checking regional availability for services and features.

VibeMarketing (https://vibemarketing.ninja/mcp) is a directory service that catalogs and provides information about various MCP (Model Context Protocol) servers. It serves as a centralized resource where users can discover different MCP servers and their capabilities. Examples of servers listed in the directory include Sequential Thinking MCP (for dynamic problem-solving through structured thought sequences) and Memory MCP (a knowledge graph-based persistent memory system).

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

ClearPolicy is a document signing and compliance tracking tool for organizations. Once connected, your AI assistant can import documents, send signature requests, track who has and hasn't signed, and manage your contacts — all by prompt.

Read-only MCP connector serving the Run It on AI book; index and Implementation Blocks are free.

Retrieve information from the Medusa documentation to assist you with your Medusa development.

LLMtoMD is the memory layer for AI coding agents. It converts any document — PDF, DOCX, slides, spreadsheets, images, audio, even whole websites — into clean, structured Markdown, then exposes it over MCP so your agent can search your FRDs, specs, and API docs on demand instead of re-reading (or forgetting) them.

Search technical manuals for T&M, industrial automation, and power electronics equipment.