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Browse AI tools, MCP servers, skills, and prompts

Filter by type or task. Each listing explains what it does, what it needs, and how to try it in your own setup.

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A starting point, sorted by purpose
Showing 10 resources
MCP server

Backend Unslop

Audit API and database code for validation, query, error-handling, and security mistakes.

Code quality
MCP server

Frontend Unslop

Review AI-written React, Next.js, and Tailwind code for implementation mistakes.

Web design
MCP server

Mobile Unslop

Review native and cross-platform mobile code for crash risks, permissions, and accessibility gaps.

Mobile apps
Prompt

Review a Hono API

Trace API inputs, database queries, and error paths through a focused backend review.

Example result

Request boundaries: identify validated and unvalidated inputs.

Code quality
Prompt

Explore a database schema

Use a schema-first, read-only workflow before asking an AI assistant to query data.

Example result

Relevant tables: list the tables inspected.

Databases
Prompt

Review a landing page

Review a landing page for layout, contrast, responsiveness, and usable controls.

Example result

Priority issues: describe each issue and its location.

Web design
Prompt

Review AI-written tests

Check whether tests would fail when the behavior they cover breaks.

Example result

Behavior under test: state the intended outcome.

Code quality
Tool

Strata

Explore databases in a desktop workbench with an AI SQL assistant and a local read-only MCP mode.

Databases
MCP server

Test Unslop

Find ineffective tests, run the available suite, and report whether tests actually executed.

Code quality
MCP server

UI Unslop

Check interface contrast, accessibility, design tokens, and interaction states.

Web design

Four kinds of resources

Tools are apps you run yourself. MCP servers give Claude, Cursor, or Codex new tools to call. Agent skills are written instructions your agent loads for a task. Prompts are text you paste into one chat.

Many projects fit more than one type. A code review project can ship an MCP server and a skill, so its listing appears under both.

How to find the right one

  • Start with the task. Collections group resources around work like building a website or reviewing code.
  • Check what it needs. Every listing notes the accounts, apps, or keys it depends on.
  • Read the source before you install. Each listing links to the project itself.

Common questions

Does AIWantsThis install anything?

No. AIWantsThis is a directory. You install or run each resource in your own environment, and copying a command here does not run it.

Can I suggest a resource?

Yes. Use the suggestion form with a link and the task it helps with. Each suggestion is reviewed before it is published.