[ Multipliers ]

Multipliers

A living list of multipliers — the reusable artifacts, practices, and methods that raise what one mind can build. Curated, and growing.

8 of 20 multipliers

• Beads ↗

  A git-backed, dependency-aware issue tracker (CLI `bd`) that acts as persistent memory for AI coding agents, letting them track and sequence long-horizon work across sessions via a queryable task graph.

  tool LEVERAGE
  link github.com/gastownhall/beads more gastownhall.github.io/beads by @gastownhall

• GitHub MCP Connector ↗

  A pre-built MCP server granting agents read/write access to GitHub repositories, pull requests, issues, and CI — one of the most-installed MCP connectors.

  tool LEVERAGE
  link github.com/github/github-mcp-server more modelcontextprotocol.io by @github

• Headroom ↗

  Compresses everything an AI agent reads — tool outputs, logs, files, and RAG chunks — before it reaches the LLM, cutting token usage 60–95% with the same answers, so you get far more work out of each context window and usage cap.

  tool LEVERAGE
  link github.com/chopratejas/headroom more headroom-docs.vercel.app/docs by @chopratejas

• Model Context Protocol ↗

  An open standard giving agents a common way to reach tools and data — thousands of servers with pre-built connectors for GitHub, Slack, Postgres, Google Drive and more.

  tool LEVERAGE
  link modelcontextprotocol.io more github.com/modelcontextprotocol/servers by @modelcontextprotocol

• Playwright MCP ↗

  An MCP server that lets coding agents drive a real browser via Playwright's accessibility tree — deterministic web navigation, form-filling, scraping, and end-to-end test automation without screenshots or a vision model.

  tool LEVERAGE
  link github.com/microsoft/playwright-mcp more www.npmjs.com/package/@playwright/mcp by @microsoft

• Serena ↗

  An open-source MCP server that gives any coding agent IDE-grade, symbol-level code retrieval and editing across 20+ languages via the Language Server Protocol, so agents navigate and refactor large codebases without dumping whole files into context.

  tool LEVERAGE
  link github.com/oraios/serena more oraios.github.io/serena by @oraios

• Slack MCP Connector ↗

  A pre-built MCP server for agents to search, read, and post across Slack channels and threads, turning a team's message history into agent-accessible context. (Now in the archived reference-servers repo.)

  tool LEVERAGE
  link github.com/modelcontextprotocol/servers-archived/tree/main/src/slack more modelcontextprotocol.io by @modelcontextprotocol

• Work Journal MCP ↗

  A persistent memory tool that gives agents access to decision rationale, session history, and architecture notes across conversations — capturing the why a diff can't.

  tool LEVERAGE JUDGMENT
  link github.com/juliuszfedyk/dev-journal more workjournal.app by @juliuszfedyk