experiments mcp server

skip the research phase. get production-ready code directly in your editor.

why this exists

building integrations from scratch wastes time. you spend hours researching patterns, reading outdated tutorials, and debugging issues others already solved.

this mcp server gives you direct access to working code patterns validated in production environments—both from oss contributions and real-world client work. no blog posts, no theory—just copy-paste ready implementations that shipped.

ask your ai assistant for patterns, and it'll pull complete examples with architecture decisions, trade-offs, and deployment notes. build mvps faster by starting with code that already works.

everything is free and open source. no strings attached. use them however you want in your projects.

what you get

real implementations

complete source code patterns used in production environments and oss contributions. tested in real projects, peer-reviewed by maintainers.

architecture context

understand why decisions were made. see alternatives considered and trade-offs accepted for each pattern.

production lessons

deployment considerations, performance optimizations, and common pitfalls already solved.

direct ide access

ask your ai assistant naturally. no context switching, no copy-pasting from browser tabs.

installation

add the server to your ide's mcp configuration. restart your editor after adding.

Add to .cursor/mcp.json in your project root (or ~/.cursor/mcp.json for global):

{
  "mcpServers": {
    "vishesh-experiments": {
      "command": "npx",
      "args": [
        "-y",
        "vishesh-experiments@latest"
      ]
    }
  }
}

usage

once configured, ask your ai assistant naturally:

  • show me ai agent patterns with openai
  • find postgres optimization examples
  • get next.js 15 server component code
  • search for typescript advanced patterns

browse patterns

explore all available experiments and integration patterns on the experiments page. each includes complete source code, architecture decisions, and production notes.