"Using RAG to Provide Documentation to LLMs" matching MCP connectors:

Serves your design system and coding standards to coding agents, so they stop guessing.

CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app.

Generate synthetic random user data for testing, demos, and development without using real persona.

Connect to the MCP Studio SDK MCP server. This server is connected to two sources: the MCP Studio SDK documentation and the GitHub sample application repos. These resources are great for individuals looking to embed MCP Studio SDK into their web applications, and need an easy way to connect to an MCP server that has access reliable resources for AI-assisted engineering workflows.

Plain-English git via MCP: 22 tools to branch, commit, push, and tag. No git jargon.

Search 77,000+ MCP servers ranked by real adoption data to find the right one for any task.

Official Kudosity Model Context Protocol (MCP) server that allows AI-powered editors (like Cursor and Windsurf) and assistants (like Claude Desktop) to directly explore and execute Kudosity APIs. With MCP, your AI can search API specs, generate code snippets, and run live requests; all without leaving your development environment.

Repos indexed with Moxie Docs can use our MCP to let agents fetch codebase conventions, find affected docs from changes, pull outdated docs to update, and identify orphaned docs to keep up to date. Let your agents keep your documentation accurate and updated at all times.

Official MCP server providing AI assistants with direct access to Stimulsoft Reports & Dashboards developer documentation. Enables semantic search across FAQ, Programming Manual, Server Manual, User Manual, and Server/Cloud API references across all Stimulsoft platforms (.NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, Python).

Color Pizza MCP — names hex colors using human-friendly color-name lists.

Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.

An MCP server for generating images from HTML & CSS or screenshots of URLs using htmlcsstoimage.com.

Search 161,000+ free hand-drawn icons and fetch ready-to-embed SVG or PNG from any MCP client.

Search 161,000+ free hand-drawn Infyicon icons in four matching styles and fetch ready-to-embed SVG markup or PNG URLs, plus CSS class lookup for the 61,000-glyph Infyicon UI webfont. Free with attribution, no API key required.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

Publish HTML or Markdown from any MCP client to a live, shareable URL on htmldrop.app.

Find the repo to build from: search 100k+ repos by base-fitness, clone free or buy over x402.

Honest library picks for coding agents in 25-360 tokens. Tells your agent what NOT to install.

Diagnose x402 seller endpoints: what is wrong with your 402 challenge, and how to fix it.

Search and read the current MemorySync documentation while writing integration code.