- Performance Baseline Tracker
Performance Baseline Tracker
402Found — 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.
Server Config
{
"mcpServers": {
"performance-baseline-tracker": {
"type": "streamable-http",
"url": "https://performance-baseline-tracker.402found.dev/mcp"
}
}
}Recommend Servers
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