Scrapling
🕷️ a featured Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: and follow here for daily tips and tricks.
Data BSD-3-Clause
Data MIT ●
Score: 79/100
Agent Skill Harness (Stdio)
App
A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!.
Category: Data
Runtime: Node.js 18+
License: MIT
At a Glance Technical Specifications
Protocol MCP / Stdio
Runtime Node.js 18+
Client Support Claude / Cursor
Execution Local Subprocess
License MIT
Popularity 79/100
Security Allowlist Scoped
Status Verified Clean
01 // How It Works & Runtime Architecture
Provides a deterministic data integration layer for conversational agents. It connects to target data sources, executes parameterized queries against structured schemas, and formats tabular and vector results into concise token-efficient payloads for downstream reasoning.
Deterministic Execution Pipeline Local Stdio Protocol
AI Client (Claude / Cursor)
→
App Server
→
Scoped Local Tools
→
Sanitized Agent Memory
02 // Real-World Workflows & Use Cases
01
Natural language querying translated into structured database filters and aggregations
02
In-memory dataset profiling, schema verification, and automated anomaly detection
03
Real-time data synchronization between agent memory states and external data stores
03 // Prerequisites & Compatibility
✓
Runtime Environment
Node.js 18+ installed and available in system PATH
✓
Compatible Client
Claude Desktop, Cursor, Windsurf, Claude Code CLI, or OpenCode
✓
Directory Permissions
Explicit filesystem read/write access to designated directories
✓
License Compliance
Verified permissive MIT open-source license
04 // Client Configuration (claude_desktop_config.json)
{
"mcpServers": {
"app": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-app"
]
}
}
}
Paste into your client configuration file (e.g. ~/Library/Application Support/Claude/claude_desktop_config.json on macOS or %APPDATA%/Claude/claude_desktop_config.json on Windows).
05 // Step-by-Step Installation
Verified Process- 1
Clone the upstream repository from GitHub: https://github.com/reactive-resume/app
- 2
Review prerequisites and install runtime dependencies using pip or npm as outlined in the repository documentation
- 3
Set necessary API keys and configuration parameters in your local environment
- 4
Invoke the skill from your AI agent pipeline or command-line interface to verify execution
06 // Execution Boundaries & Security Safeguards
● Context Protection
Keeps heavy parsing and raw file structures external to the LLM. Only sanitized excerpts and structured returns are injected into agent memory turns.
● Directory Allowlisting
Enforce explicit directory allowlists and permission scopes in client configuration to ensure autonomous tool calls never breach system boundaries.
● Process Isolation
Executes in an isolated local child process communicating strictly over JSON-RPC via stdio with explicit process timeouts.
07 // Frequently Asked Questions
FAQ Schema IncludedWhat is App and how does it empower AI agents?
App is an open-source data capability designed for AI clients and autonomous agents. A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!.
How do I install and configure App?
Follow the step-by-step installation: 1) Verify your runtime (Node.js 18+), 2) Add the configuration snippet into your AI client settings (e.g. claude_desktop_config.json), 3) Restart the client to initialize tool execution.
Which AI clients and developer harnesses support App?
App is compatible with all AI tools supporting tool-calling and the Model Context Protocol (MCP), including Claude Desktop, Cursor, Claude Code CLI, Windsurf, OpenCode, and custom agent runtimes.
What security boundaries and sandboxing safeguards does App enforce?
App executes locally with strict directory allowlists and permission scopes. Heavy parsing and raw file structures stay external to the LLM context window to prevent memory saturation and unauthorized access.
Is App free and open source?
Yes, App is published under the MIT open-source license. You can inspect the source code and contribute on GitHub at https://github.com/reactive-resume/app.
Inspect Upstream Repository
Explore open-source implementation code, license, and community releases.
Related Data Capabilities View all →
Diagram Design
Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, Qoder, and Pi. 45 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop.
Data MIT
Marketingskills
Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
Data MIT
AI Architecture Blueprints Using Similar Stacks Explore 360+ Blueprints →
Advanced AI Agents
AG2 Adaptive Research Team
A Streamlit app that blends agent teamwork with agent-enabled routing and fallback, built entirely on AG2..
Advanced AI AgentsAI Competitor Intelligence Agent Team
The AI Competitor Intelligence Agent Team is a powerful competitor analysis tool powered by Firecrawl and Agno's AI Agent framework. This app helps businesses analyze their competitors by extracting structured data from competitor...
Advanced AI AgentsAI Financial Coach Agent with Google ADK
The AI Financial Coach is a personalized financial advisor powered by Google's ADK (Agent Development Kit) framework. This app provides comprehensive financial analysis and recommendations based on user inputs including income,...