# Mazza Group AI APIs

> 21 AI APIs pay-per-call with USDC on Base via x402. No keys, no signup.

- name: io.github.itsmeadamdamroma/mazzagrp
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 94/100
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.itsmeadamdamroma%2Fmazzagrp
- tools: https://api.protogrid.dev/v1/servers/io.github.itsmeadamdamroma%2Fmazzagrp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "mazzagrp": {
      "type": "http",
      "url": "https://mazzagrp.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 80
- drivers: +repository +namespace-matches-repo +reachable +uptime-100% +updated-8d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: ai_consultation (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); rag_query (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); demo_free (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,458 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 23, about 1,458 tokens to load them all
- tool set hash: 8213020e49c7c5156da8b1f85a514dcd
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.itsmeadamdamroma/mazzagrp.svg)](https://protogrid.dev/servers/io.github.itsmeadamdamroma/mazzagrp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://mazzagrp.com/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (23)

- `ai_consultation`: AI consultation with a senior strategist. Price: $5.00/call (x402, USDC on Base).
- `autoflow`: AI-powered automated workflow orchestration. Price: $1.50/call (x402, USDC on Base).
- `character_roleplay`: AI character generation and development. Price: $0.10/call (x402, USDC on Base).
- `chatbot`: Conversational AI chatbot interaction. Price: $1.00/call (x402, USDC on Base).
- `demo_free`: One real LLM answer, no payment — validates the x402 flow before you pay. FREE — no payment required.
- `design_recommendations`: AI-assisted design recommendations and mockups. Price: $0.80/call (x402, USDC on Base).
- `desktop_assistant`: Desktop application AI assistant. Price: $1.50/call (x402, USDC on Base).
- `event_ops`: Event planning & operations for catering/corporate/hospitality agents: run-of-show, staffing, risk, vendor negotiation, budget guardrails. Price: $2.50/call (x402, USDC on Base).
- `knowledge_recall`: Memory recall and context retrieval. Price: $0.20/call (x402, USDC on Base).
- `longform_qa`: Long-form question answering with deep analysis. Price: $1.00/call (x402, USDC on Base).
- `mcp_eval`: MCP (Model Context Protocol) evaluation and scoring. Price: $2.00/call (x402, USDC on Base).
- `model_arena`: AI model comparison and benchmarking arena. Price: $1.20/call (x402, USDC on Base).
- `negotiation_advisor`: AI negotiation assistant and strategy advisor. Price: $1.50/call (x402, USDC on Base).
- `puzzle_solver`: AI puzzle generation and solving. Price: $0.80/call (x402, USDC on Base).
- `rag_query`: Retrieval-augmented generation pipeline. Price: $1.50/call (x402, USDC on Base).
- `sheets_automation`: AI spreadsheet formula generation and data analysis. Price: $1.00/call (x402, USDC on Base).
- `simulation`: AI scenario simulation and modeling. Price: $2.00/call (x402, USDC on Base).
- `storyforge`: AI-powered creative story generation and worldbuilding. Price: $0.60/call (x402, USDC on Base).
- `temporal_orchestration`: Temporal workflow orchestration assistant. Price: $0.80/call (x402, USDC on Base).
- `text_to_sql`: AI-powered SQL query generation and optimization. Price: $1.20/call (x402, USDC on Base).
- `web_agent`: AI web agent for autonomous browsing and task execution. Price: $1.80/call (x402, USDC on Base).
- `workflow_automation`: AI-powered workflow automation design and implementation. Price: $15.00/call (x402, USDC on Base).
- `worldbuilder`: AI worldbuilding for fiction, games, and RPGs. Price: $2.00/call (x402, USDC on Base).