Open-source and source-available MCP servers, agent skills and developer tools R21 uses in production — each one credited, licence-checked and dated. Where something replaces a product you would otherwise pay for, we say so and link the price.
Servers that connect an assistant to a real system — a database, an EHR, a docs index — without handing it credentials.
Getting campaign data into Claude Desktop without handing it database credentials. A read-only MCP server over…
TypeScript · MCP SDK · Supabase RLS · R21 · 2026-08-22
Connecting an AI assistant to a Practice Fusion EHR safely, when every existing integration writes first and asks…
TypeScript · MCP SDK · FHIR · R21 · 2026-08-22
An LLM confidently using a library API that was deprecated last year. An MCP server that pulls current,…
Upstash · MIT · 2026-08-22
Instruction libraries that change how a coding agent works, rather than what it can reach.
Turning Andrej Karpathy's notes on how LLMs code badly into rules an agent will actually follow. Restated as…
multica-ai · None · 2026-08-22
An agent that codes bravely but skips the boring discipline that makes code trustworthy. A skill library for coding…
Jesse Vincent (obra) · MIT · 2026-08-22
Things R21 runs alongside the agents: browsers, code understanding, verification.
Paying per minute to transcribe audio that never needed to leave the machine. A reimplementation of OpenAI's Whisper…
replaces OpenAI Whisper API$0.006/min
SYSTRAN · MIT · 2026-08-23
Understanding how a whole codebase is wired without grepping it. Graphify-Labs' Graphify, which R21 adapted for…
Graphify-Labs · Apache-2.0 · 2026-08-23
Per-task pricing on automations that run all day, every day. Workflow automation you host yourself. R21 moved its…
replaces Zapier Professional$29.99/mo
n8n GmbH · Sustainable Use License (fair-code, not OSI-approved) · 2026-08-23
Verifying that what shipped is what was asked for, in a real browser. Microsoft's browser automation framework. At…
replaces Cypress Cloud (Team)$67/mo
Microsoft · Apache-2.0 · 2026-08-22
Software R21 designed and shipped. Listed for what it demonstrates, not as something you install.
Puerto Rico's civic and legislative record is public but not navigable. Live, trademarked, and taking payment through…
Next.js · Supabase · Stripe · Vercel · R21 · 2026-08-19
Tabletop reference material is spread across books nobody has at the table. A shipped PWA. The compendium is built as…
Next.js · Supabase · PWA · R21 · 2026-08-19
Puerto Rico's cemetery and burial records are scattered and hard to search. Live, with invite-based signup and Google…
Next.js · Supabase · Vercel · R21 · 2026-08-19
How R21 wires and runs the things above, written from the real thing rather than assembled from a tool list. Long-form.
If you run something that belongs here — especially if it does a job people currently pay for — send it over. Every suggestion is read by a person, and most are not published.
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