About Code Quality Scanner
Code Quality Scanner is one of 402Found’s 18 pay-per-use remote MCP utilities for AI agents. It analyzes Python, JavaScript, and LLM prompts for code-quality anti-patterns using AST-based analysis; the wider fleet also covers security, reliability, costs, and agent management.
Key features
- 01AST-based code quality scans
- 02Python and JavaScript analysis
- 03LLM prompt analysis
- 04Part of an 18-tool remote MCP fleet
- 05x402 micropayments per use
Use cases
- 01Check agent-generated code before deployment
- 02Review Python or JavaScript for anti-patterns
- 03Scan LLM prompts for code-quality issues
MCP support
Code Quality Scanner is listed as a tool in 402Found’s fleet of remote MCP servers. The servers use streamable HTTP and require a valid x402 payment header for requests.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://code-quality-scanner.402found.dev/mcpclaude mcp add --transport http 402found https://code-quality-scanner.402found.dev/mcp{"mcpServers":{"402found":{"type":"http","url":"https://code-quality-scanner.402found.dev/mcp"}}}Open in Cursor{"servers":{"402found":{"type":"http","url":"https://code-quality-scanner.402found.dev/mcp"}}}Open in VS Code{"mcpServers":{"402found":{"type":"http","url":"https://code-quality-scanner.402found.dev/mcp"}}}{"mcpServers":{"402found":{"serverUrl":"https://code-quality-scanner.402found.dev/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project README402Found — Micro-utilities for the Agent Economy
Pay-per-use MCP servers for AI agents. No subscriptions. No API keys. Just x402 micropayments.
Table of Contents
- What is 402Found?
- Quick Start
- The Fleet (18 Tools)
- How Payments Work
- Live Endpoints
- Directories
- Built For
- Contributing
- License
What is 402Found?
402Found is a fleet of 18 remote MCP servers built for the agent economy. Each server solves one specific problem agents face in production — from cost runaway to prompt injection to PII leaks — and charges a fraction of a cent per use via the x402 payment protocol.
No signup. No monthly bill. Agents call the tool, pay for what they use, and move on.
Key properties:
- Streamable-HTTP transport — works with any MCP-compatible client
- x402 micropayments — sub-cent pricing, pay only for what you use
- A2A compatible — agent cards hosted at
card-registry.402found.dev - Stateless — no session state, no API keys to rotate
- Production-ready — deployed, monitored, and live at
https://{tool}.402found.dev/mcp
Quick Start
Add any tool to your MCP client config:
{
"mcpServers": {
"pii-scrubber": {
"type": "streamable-http",
"url": "https://pii-scrubber.402found.dev/mcp"
}
}
}
Add multiple tools at once:
{
"mcpServers": {
"pii-scrubber": {
"type": "streamable-http",
"url": "https://pii-scrubber.402found.dev/mcp"
},
"budget-ceiling-enforcer": {
"type": "streamable-http",
"url": "https://budget-ceiling-enforcer.402found.dev/mcp"
},
"prompt-injection-detector": {
"type": "streamable-http",
"url": "https://prompt-injection-detector.402found.dev/mcp"
},
"loop-gate": {
"type": "streamable-http",
"url": "https://loop-gate.402found.dev/mcp"
}
}
}
All servers use streamable-http transport and are live at
https://{tool-name}.402found.dev/mcp. Requests without a valid x402 payment header return HTTP 402 Payment Required.
The Fleet (18 Tools)
Security & Safety
| Tool | What it does | Price | Endpoint |
|---|---|---|---|
| pii-scrubber | Strips SSNs, emails, API keys, phone numbers, addresses, credit cards, and IPs from text. GDPR/HIPAA aligned. | $0.005/req | live |
| data-sentinel | Deep second-pass scan for sensitive data that slipped through PII scrubbing. Catches JWTs, keys, connection strings, and internal IPs. | $0.003/req | live |
| prompt-injection-detector | Scans agent input for prompt injection attacks — instruction overrides, jailbreaks, role-play manipulation, system prompt leakage, and hidden instructions. | $0.003/req | live |
| permission-guard | Checks if an agent's requested action exceeds its defined scope. Detects privilege escalation and flags dangerous operations. | $0.002/req | live |
| hallucination-detector | Scores AI output for likely hallucinated facts. Detects fabricated precision, invented citations, temporal impossibilities, and overconfident absolutes. | $0.003/req | live |
Cost & Budget Control
| Tool | What it does | Price | Endpoint |
|---|---|---|---|
| budget-ceiling-enforcer | Prevents runaway cloud costs. Enforces hard budget limits with configurable actions: throttle, pause, alert, or kill. Spend projection and webhook alerts included. | $0.02/check | live |
| agent-cost-meter | Tracks cumulative agent session spend against budget ceilings. Calculates cost from token usage and API calls, returns budget status with recommendations. | $0.002/req | live |
Agent Reliability
| Tool | What it does | Price | Endpoint |
|---|---|---|---|
| loop-gate | Detects and breaks recursive agent loops using Bloom-filter detection. Paid reset to resume a halted loop. | $0.005/reset | live |
| rate-limit-manager | Manages agent request rate limiting with sliding window and exponential backoff. Prevents rate limit errors when calling external APIs. | $0.001/req | live |
| performance-baseline-tracker | Captures and monitors AI agent output quality over time. Baseline snapshots, multi-metric drift detection, semantic similarity scoring, and trend analysis. | $0.10/compare | live |
Code & Output Quality
| Tool | What it does | Price | Endpoint |
|---|---|---|---|
| code-quality-scanner | Detects vibe-code anti-patterns in AI agent code before production deployment. AST-powered analysis for Python, JavaScript, and LLM prompts. | $0.05/scan | live |
| token-squeezer | Compresses text into LLM-optimized Reasoning Maps. Saves 80%+ on context window token costs. | $0.001/req | live |
| format-converter | Converts between JSON, CSV, XML, YAML, Markdown, HTML, and TOML. Handles nested JSON flattening. Zero external dependencies. | $0.001/conv | live |
Agent Identity & Registry
| Tool | What it does | Price | Endpoint |
|---|---|---|---|
| agent-registry | Central inventory of all deployed AI agents. Register, query, monitor health, generate compliance reports, export CSV/JSON, and visualize dependency graphs. | $0.001/query | live |
| card-registry | Hosts agent-card.json files at permanent public URLs. Discoverable by any A2A-compatible agent. | $0.001/mo | live |
| the-prospector | Generates valid A2A agent cards for any website from stable structured sources. Never scrapes. | $0.01/card | live |
| multi-agent-trust-verifier | Verifies trust between agents by checking goal alignment, spend limits, and action scope. Detects goal drift and hijack attempts. OWASP ASI01 coverage. | $0.004/req | live |
| agent-audit-trail | Creates tamper-evident, HMAC-signed audit log entries for agent actions. Returns signed receipts the caller stores for compliance. | $0.001/log | live |
How Payments Work
402Found uses the x402 micropayment protocol. When an agent calls a tool:
- Without a payment header — receives
HTTP 402 Payment Requiredwith payment details - Agent attaches a valid x402 payment header — request is processed
- Cost is deducted at the per-request rate shown above
No wallets to set up manually — x402-compatible agent frameworks handle this automatically.
Resources:
Live Endpoints
All 18 tools are live. The base URL pattern is:
https://{tool-name}.402found.dev/mcp
Directories
Find 402Found tools on every major MCP registry:
| Directory | Link |
|---|---|
| Smithery.ai | All 18 tools under found402 |
| MCP.so | All 18 tools listed |
| Cursor Directory | All 18 tools listed |
| Glama.ai | Registered |
Built For
- AI agent developers building with Claude, GPT-4, Gemini, or open models
- Teams running multi-agent pipelines in production
- Anyone who has watched an agent loop forever, leak PII, or run up a $200 cloud bill overnight
- Developers exploring the A2A protocol and agent interoperability
Contributing
Contributions, issues, and feature requests are welcome. If you have an idea for a new micro-utility that fits the pay-per-use model:
- Open an issue describing the tool and its use case
- Follow the existing folder structure (one folder per tool, matching the slug)
- Include a README.md in the tool folder with pricing and endpoint info
- Submit a pull request
License
MIT — use freely, build on top, contributions welcome.
402Found is part of the Luxemara ecosystem.
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.