Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
23 pay-per-call AI APIs for agents: x402, USDC on Base, no API keys.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://mazzagrp.com/mcp在终端中运行这条命令
claude mcp add --transport http mazzagrp https://mazzagrp.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"mazzagrp": {
"url": "https://mazzagrp.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"mazzagrp": {
"type": "http",
"url": "https://mazzagrp.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://mazzagrp.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
demo_freeOne real LLM answer, no payment — validates the x402 flow before you pay. FREE — no payment required.
event_opsEvent planning & operations for catering/corporate/hospitality agents: run-of-show, staffing, risk, vendor negotiation, budget guardrails. Price: $2.50/call (x402, USDC on Base).
ai_consultationAI consultation with a senior strategist. Price: $5.00/call (x402, USDC on Base).
workflow_automationAI-powered workflow automation design and implementation. Price: $15.00/call (x402, USDC on Base).
chatbotConversational AI chatbot interaction. Price: $1.00/call (x402, USDC on Base).
web_agentAI web agent for autonomous browsing and task execution. Price: $1.80/call (x402, USDC on Base).
simulationAI scenario simulation and modeling. Price: $2.00/call (x402, USDC on Base).
worldbuilderAI worldbuilding for fiction, games, and RPGs. Price: $2.00/call (x402, USDC on Base).
mcp_evalMCP (Model Context Protocol) evaluation and scoring. Price: $2.00/call (x402, USDC on Base).
knowledge_recallMemory recall and context retrieval. Price: $0.20/call (x402, USDC on Base).
autoflowAI-powered automated workflow orchestration. Price: $1.50/call (x402, USDC on Base).
rag_queryRetrieval-augmented generation pipeline. Price: $1.50/call (x402, USDC on Base).
negotiation_advisorAI negotiation assistant and strategy advisor. Price: $1.50/call (x402, USDC on Base).
desktop_assistantDesktop application AI assistant. Price: $1.50/call (x402, USDC on Base).
longform_qaLong-form question answering with deep analysis. Price: $1.00/call (x402, USDC on Base).
text_to_sqlAI-powered SQL query generation and optimization. Price: $1.20/call (x402, USDC on Base).
model_arenaAI model comparison and benchmarking arena. Price: $1.20/call (x402, USDC on Base).
design_recommendationsAI-assisted design recommendations and mockups. Price: $0.80/call (x402, USDC on Base).
temporal_orchestrationTemporal workflow orchestration assistant. Price: $0.80/call (x402, USDC on Base).
puzzle_solverAI puzzle generation and solving. Price: $0.80/call (x402, USDC on Base).
storyforgeAI-powered creative story generation and worldbuilding. Price: $0.60/call (x402, USDC on Base).
sheets_automationAI spreadsheet formula generation and data analysis. Price: $1.00/call (x402, USDC on Base).
character_roleplayAI character generation and development. Price: $0.10/call (x402, USDC on Base).
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过域名 mazzagrp.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 105 毫秒内响应(HTTP 200)
无需登录
已读取 23 个工具描述,未发现针对 AI 的隐藏指令
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.2.0)于3天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, ProAgentStore
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
MCP-first control plane for ProAgentStore agents and private instances.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
23 AI APIs from mazzagrp.com behind one MCP endpoint. Agents pay per call with x402 v2 / USDC on Base mainnet — no API keys, no signup, no subscription.
/.well-known/x402.json · /.well-known/mcp/server-card.json · agents.mdNothing to install. Point your client at the URL:
{
"mcpServers": { "mazzagrp": { "type": "http", "url": "https://mazzagrp.com/mcp" } } }
Claude Code: claude mcp add --transport http mazzagrp https://mazzagrp.com/mcp Cursor / Grok / any client that takes a URL: paste https://mazzagrp.com/mcp.
Payments are signed by the client's own wallet (the x402 flow returns a 402 with the requirements; your client settles in USDC on Base). The remote server never holds your key.
pip install mazzagrp-mcp
{
"mcpServers": { "mazzagrp": { "command": "mazzagrp-mcp", "env": { "MAZZAGRP_WALLET_KEY": "0xYOUR_PRIVATE_KEY" } } } }
Or with a wallet file: MAZZAGRP_WALLET_PATH=/path/to/wallet.json ({"private_key": "0x...", "address": "0x..."}).
Nota: il pacchetto stdio espone 21 tool con i nomi storici (
recall,rag,
sql, …). Il server remoto — quello a cui punta il registry — ne espone 23 con
nomi più espliciti (
knowledge_recall,rag_query,text_to_sql, …).
Le API sottostanti sono le stesse. Per i client nuovi usa il remoto.
| API path | Price (USDC) | What it does |
|---|---|---|
/api/ping | 0.01 | AI ping — one-sentence answer, validates the payment flow end to end |
/api/character | 0.10 | Character development |
/api/recall | 0.20 | Memory recall / context retrieval |
/api/storyforge | 0.60 | Creative storytelling |
/api/design | 0.80 | Design recommendations |
/api/temporal | 0.80 | Temporal.io workflow design |
/api/puzzles | 0.80 | Puzzle and riddle generation |
/api/chatbot | 1.00 | Conversational AI |
/api/longqa | 1.00 | Long-form Q&A |
/api/sheets | 1.00 | Spreadsheet formulas and analysis |
/api/sql | 1.20 | SQL generation and optimisation |
/api/arena | 1.20 | LLM benchmarking / comparison |
/api/autoflow | 1.50 | Workflow orchestration |
/api/rag | 1.50 | Retrieval-augmented generation |
/api/negotiator | 1.50 | Negotiation strategy |
/api/desktop | 1.50 | Desktop app development guidance |
/api/webagent | 1.80 | Autonomous web agent |
/api/simulation | 2.00 | Scenario simulation |
/api/worldbuilder | 2.00 | Worldbuilding for fiction and games |
/api/mcp-eval | 2.00 | MCP implementation assessment |
/api/event-ops | 2.50 | Event operations (catering, corporate, hospitality) |
/api/consultation | 5.00 | Senior AI strategy consultation |
/api/automation | 15.00 | Full automation workflow design |
Source of truth: /.well-known/x402.json (23 endpoints, generated from the API's own endpoint table).
accepts[0].amount, network eip155:8453).PAYMENT-SIGNATURE header.eip155:8453)0x833589fCD6eDb6E08f4c7C32D4f71b54bdA029130xD98b6969fab0bA4D4BB086fF273ff7CCD284CEe8⚠️ Le versioni precedenti di questo README dicevano "Base Sepolia (testnet)".
Era sbagliato: il servizio è su Base mainnet. Un wallet finanziato su
Sepolia non paga nulla.
demo_free returns one real LLM answer without payment, so an agent can verify the whole flow before funding a wallet.
MIT