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7 boosters for "prototyping" — AI-graded, open source, ready to install

409 Skills428 Agents500 MCP Servers1031 Prompts
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"prototyping"
MCP Server
D

MCP SQLite Server

Heuristic scoring (no AI key configured).

by Anthropic
sqlitedatabase
18.6k2.1k
CD
Cu
MCP Server
B

Magic MCP Server

Magic is an MCP server that enables AI assistants to build and preview UIs in real-time across Cursor, Windsurf, and Claude platforms. It's useful for developers who want to leverage AI for rapid frontend prototyping and UI generation.

by 21st-dev
mcpmodel-context-protocol
4.3k295
CuWSCDCC
Skill
C

Create logs directories if needed

Establishes a lightweight logging structure for casual development workflows, enabling developers to quickly document decisions and events without formal ceremony during prototyping and experimentation.

by jpoley
121
CC
MCP Server
C

Petstore MCP Server

Petstore MCP Server wraps the Swagger Petstore API as an MCP tool, enabling developers to test and prototype integrations with a standardized pet management API across Claude Desktop, Claude Code, and Cursor.

by la-rebelion
7
CDCCCu
MCP Server

Figma Codegen Mcp MCP Server

MCP Server to convert Figma Design to pseudo-code like structure - simple yet efficient for LLMs to understand design context.

by toddle-edu
figmamcp
51
CDCC
Agent
C

visual-designer

Visual-designer is an AI agent that generates ASCII wireframes and Mermaid diagrams for UI layouts, architecture flows, and system designs. Developers and product designers benefit from rapid visual prototyping and documentation without external tools.

by hewenyu
aiagent
CC
MCP Server
F

STUzhy Py_execute_mcp

STUzhy Py_execute_mcp enables developers to run Python code in a secure sandbox environment without local setup, with support for inline dependency declaration. Ideal for rapid prototyping, testing, and integration with Claude AI workflows.

by
CDCCCu