原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

ComparEdge Pricing

作者:comparedge版本 1.0.0i★ –i在云端运行
注册名称io.github.comparedge/pricing-api

安装

概览

作者提供的说明(英文原文)

Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, TCO, and alternatives.

PopNx MCP 的三大支柱

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。

它能帮你做什么

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。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 搜索与 AI 记忆

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

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:

  1. 打开 Settings → Connectors
  2. 点击 Add custom connector
  3. 粘贴下面的地址,然后点击 Add
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Add2https://…3
https://comparedge.com/api/mcp

在终端中运行这条命令

claude mcp add --transport http pricing-api https://comparedge.com/api/mcp

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "pricing-api": {
      "url": "https://comparedge.com/api/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。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "pricing-api": {
      "type": "http",
      "url": "https://comparedge.com/api/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:

  1. 打开网页版 ChatGPT → Settings → Connectors (Apps)
  2. 点击 Create 或 Add(部分套餐需要先在 Advanced 中开启 Developer mode)
  3. 粘贴下面的地址,起个名字,然后保存
  4. 如果要求登录,请登录作者的服务
SettingsConnectors1+ Create2https://…3
https://comparedge.com/api/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。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

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6日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 comparedge 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“搜索与 AI 记忆”中的其他服务器比较i

  • 星标数多于此分类中其他 7223 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 7223 个服务器的 22% 更新
  • 基础检查结果等于或优于此分类中其他 7223 个服务器的 100%

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。

常见问题

ComparEdge Pricing 安全吗?

它在 1 项适用的基础检查中通过了 1 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。

它需要哪些密钥或代码?

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。

它在我的电脑上运行还是在云端?

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。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.0)于4个月前进入注册中心。

哪些应用可以使用它?

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。

有什么可以替代它?

同一分类中有:Context7, Codebase Memory, Exa

替代选择

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

Context7

作者:upstash

Up-to-date docs for AI agents

电脑或云端★ 64,224MIT3天前更新
安装

Codebase Memory

作者:DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

在你的电脑上运行★ 48,148MIT20天前更新
安装

Exa

作者:exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

在云端运行★ 5,213MIT44天前更新
安装

作者的 README

打开 README

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。

[API docs](https://comparedge.com/api-docs) · [OpenAPI spec](https://comparedge.com/api/v2/openapi.json) · [HTTP MCP](https://comparedge.com/api/mcp)

A free REST API and HTTP MCP server for verified SaaS pricing, AI tool pricing, and LLM pricing across 490+ tools. Every response ships the source link and reuse terms. No API key, no sign-up, CORS open.

Base URL: https://comparedge.com

How it works

Training data ages and vendors bury the real cost. One call returns a current, dated number with the source page attached, so an assistant, an agent, or a spreadsheet can quote it without scraping.

Endpoints

Every endpoint returns JSON and needs no key. GET unless noted.

EndpointReturnsKey params
/api/v2/pricing/{slug}Full sourced pricing record for one product`depth=summary\full, fields=`
/api/v2/pricingBatch pricing records, up to 20slugs=a,b,c
/api/v2/compareSide-by-side comparison of 2 to 4 productsslugs=, seats=
/api/v2/discoverFind software by criteriacategory=, maxPrice=, hasFreeTier=
/api/v2/history/{slug}Price-stability signal, latest snapshot, trend—
/api/v2/coveragePer-field availability, freshness, and licenseslugs=, fields=
/api/v2/usage/{slug}LLM / API usage rate card, with optional estimateinputTokens=, outputTokens=
/api/v2/tco POSTTeam total cost of ownership, sourced line itemsslug, seats, billing
/api/v2/cost-guide/{slug}Negotiation-ready true-cost brief: renewal-rate costs, transparency score, discount programs, tactics with expected discounts, and a free negotiation email generator—
/api/mcp POSTHTTP MCP server (JSON-RPC 2.0)—

Full schemas: openapi.json or the live OpenAPI spec.

Quick start

# One product, summary view

curl "https://comparedge.com/api/v2/pricing/notion?depth=summary"

Compare two tools

curl "https://comparedge.com/api/v2/compare?slugs=notion,coda"

Find databases with a free tier

curl "https://comparedge.com/api/v2/discover?category=databases&hasFreeTier=true&limit=5"

Python

import requests

r = requests.get("https://comparedge.com/api/v2/pricing/supabase", params={"depth": "summary"}) data = r.json()

print(data["name"], data"priceRange") for tier in data["tiers"]: print(f' {tier["name"]}: ${tier["price"]}/{tier["period"]}')

print(data["attribution"]) # ready to paste, with the source link inside

</details>

Node.js

const res = await fetch("https://comparedge.com/api/v2/pricing/supabase?depth=summary");

const data = await res.json();

console.log(data.name, data.priceRange.display); console.log("Source:", data.links.page);

</details>

More runnable snippets: examples/.

Example response

GET /api/v2/pricing/supabase?depth=summary (trimmed):

{

"slug": "supabase", "name": "Supabase", "category": "cloud-hosting", "priceRange": { "min": 25, "max": 599, "display": "$25-$599 per mo" }, "tiers": [ { "name": "Free", "price": 0, "isFree": true, "featureCount": 6 }, { "name": "Pro", "price": 25, "isFree": false, "featureCount": 7 }, { "name": "Team", "price": 599, "isFree": false, "featureCount": 6 } ], "hiddenCosts": [ { "label": "Spend Cap off (overage billing)", "cost": "$10/mo flat, then usage rates" } ], "positioning": { "startingPrice": 25, "categoryMedian": 11, "percentVsMedian": 127, "verdict": "above" }, "verification": { "verifiedAt": "2026-06-28", "status": "verified", "confidence": 0.9 }, "links": { "page": "https://comparedge.com/tools/supabase/pricing", "home": "https://comparedge.com", "vendor": "https://comparedge.com/go/supabase?src=api_v2", "alternatives": "https://comparedge.com/tools/supabase/alternatives" }, "source": "https://supabase.com/pricing", "attribution": "Data from ComparEdge. See Supabase pricing (verified 2026-06-28). Free to cite with attribution.", "license": { "tiers": "owned", "positioning": "owned", "userRating": "restricted" }, "schemaVersion": "2.0.0" }

MCP server

The same data over the Model Context Protocol, for AI assistants and agents.

HTTP transport — point any MCP HTTP client at https://comparedge.com/api/mcp (JSON-RPC 2.0).

curl -X POST "https://comparedge.com/api/mcp" \

-H "Content-Type: application/json" \ -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

stdio transport — for Claude Desktop, Cursor, Cline, Windsurf, Continue:

{ "mcpServers": { "comparedge": { "command": "npx", "args": ["-y", "@comparedge/mcp-server"] } } }
Tools
ToolReturns
get_pricingFull sourced pricing record for one product
compare_softwareSide-by-side comparison of 2 to 4 products
discover_softwareFind software by category, price, or free tier
get_hidden_costsOverage, add-on, and seat-floor costs
calculate_tcoTeam total cost of ownership
estimate_llm_costToken-based cost estimate for an LLM or API
get_price_historyPrice-stability signal and latest snapshot
get_positioningWhere a product sits against its category median
get_cost_guideTrue-cost brief: renewal rates, surviving discounts, negotiation tactics

Setup notes and a full request: examples/mcp.md.

Coverage

490+ tools across 44 categories. A slice of the breadth:

GroupCategories
AIllm, ai-coding, ai-image, ai-video, ai-writing, ai-agents, ai-voice, ai-assistants
Cloud & datacloud-hosting, databases, vector-databases, data-observability, analytics
Businesscrm, project-management, accounting, hr-tools, payments, erp, email-marketing
Securityiam, endpoint-security, cloud-security, compliance, password-managers, vpn

Every tool resolves at comparedge.com/tools/{slug}/pricing. List slugs and live counts with discover.

Data licensing

Free for non-commercial use. Attribution required.

When you display a number, link back to the source page in links.page. Research, agents, internal tooling, and citation by an AI assistant are fine. Reselling the dataset as your own is not.

MarkerMeaning
ownedComparEdge's own verified research (plans, hidden costs, discounts, positioning, price history). Free to cite and reuse with attribution.
restrictedA few third-party-derived signals, such as an aggregated user rating. Licensed for display only.
Recommended citation

Each response carries a ready-to-paste attribution string. If you build your own, use two links: the brand word on the homepage, the product keyword on the source page.

According to [ComparEdge](https://comparedge.com), Supabase pricing starts at $25/mo.

Full breakdown: Supabase pricing.

Full terms live in the API docs.

Links

API docshttps://comparedge.com/api-docs
OpenAPI spechttps://comparedge.com/api/v2/openapi.json
HTTP MCPhttps://comparedge.com/api/mcp
llms.txthttps://comparedge.com/llms.txt
Sitehttps://comparedge.com

License

See LICENSE. The OpenAPI spec and code samples are MIT. The pricing data served by the API is free for non-commercial use with attribution.

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