ComparEdge Pricing

io.github.comparedge由 GitHub 账号 comparedge 发布v1.0.0更新于 Oct 27, 2026

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

发布方自己的服务：Edge Network

已验证Streamable HTTP可网页运行金融数据与分析商业与电商

概览

AI 生成的概览

提供 490 多款 SaaS、AI 与 LLM 工具的核实定价数据，让助手查询套餐、隐藏成本、总体拥有成本与对比，并附来源。

可以做什么
  • 查询单个产品的完整定价记录、套餐层级、价格区间与核实状态
  • 对 2 至 4 款产品做并排对比，并按类别、价格上限或免费套餐筛选软件
  • 列出隐藏成本、超额与附加费用，并按席位与计费方式计算团队总体拥有成本
  • 依据费率卡与 token 用量估算 LLM 或 API 成本
  • 查看价格历史与趋势，以及产品相对同类中位数的位置
  • 生成含续费价格、折扣方案与谈判策略的真实成本简报
适用场景
适合助手需要回答软件定价问题、为团队部署做预算、按预算筛选工具，或准备与供应商谈判时使用，让答案保持最新且可引用，而非依赖过时的训练数据。
运行要求
远程 HTTP MCP 端点 comparedge.com/api/mcp（JSON-RPC 2.0）；README 另记录了基于 npx 的 stdio 方式。未声明需要 API 密钥、注册或请求头，CORS 开放。需要能访问 comparedge.com 的网络。
安装前请注意
仅提供只读查询，不写入数据也不涉及付款。数据仅限非商业用途免费使用，必须署名，响应中带有来源链接与使用条款。部分第三方衍生信号（如聚合用户评分）标注为受限，仅限展示；不得转售该数据集。

安装

在 SourceWeft 中

  1. 打开 控制台中的 ComparEdge Pricing，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.comparedge%2Fpricing-api/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "comparedge-pricing": {
      "type": "http",
      "url": "https://comparedge.com/api/mcp"
    }
  }
}

README

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

[Ask the API, get a sourced record, cite it with a link back]

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 productdepth=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

bash
# One product, summary viewcurl "https://comparedge.com/api/v2/pricing/notion?depth=summary"
# Compare two toolscurl "https://comparedge.com/api/v2/compare?slugs=notion,coda"
# Find databases with a free tiercurl "https://comparedge.com/api/v2/discover?category=databases&hasFreeTier=true&limit=5"
Python
python
import requests
r = requests.get("https://comparedge.com/api/v2/pricing/supabase", params={"depth": "summary"})data = r.json()
print(data["name"], data["priceRange"]["display"])for tier in data["tiers"]:    print(f'  {tier["name"]}: ${tier["price"]}/{tier["period"]}')
print(data["attribution"])  # ready to paste, with the source link inside
Node.js
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);

More runnable snippets: examples/.

Example response

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

json
{  "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](https://comparedge.com). See [Supabase pricing](https://comparedge.com/tools/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).

bash
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:

json
{ "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

[Tools tracked per category across 44 categories]

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](https://comparedge.com/tools/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.

来源：README.md，提交 e02c8b7

工具

9

get_pricing

Full sourced pricing record for one product: tiers with per-tier features, price range, annual discounts, hidden costs, capabilities, verdict, plan advice, category positioning, verification and links.

输入参数slug必填depthfields

compare_software

Structured side-by-side comparison of 2 to 4 products, each a full record plus a compact matrix (starting price, free tier, max annual discount, hidden-cost count).

输入参数slugs必填

discover_software

Find software by criteria: category, max starting price, free-tier requirement, or a keyword. Returns compact cards with the source link for each.

输入参数qlimitcategorymaxPricehasFreeTier

get_hidden_costs

The costs beyond the sticker price (implementation, add-ons, overage, support) for one product, with the intro context and category positioning. This is the data most pricing answers miss.

输入参数slug必填

calculate_tco

Total cost of ownership for a team: the seat-aware, annual-aware subscription line plus the hidden-cost line items. Params: slug, seats, tier, billing (monthly|annual).

输入参数slug必填tierseatsbilling

estimate_llm_cost

Per-model token rate card ($/1M input, output, cached input, context window) for a token-priced AI product, plus a cost estimate when a token volume is given.

输入参数slug必填modelinputTokensoutputTokens

get_cost_guide

Negotiation-ready true-cost brief for one product: real renewal-rate costs, the vendor cost-transparency score, discount programs that survive renewal, negotiation tactics with expected discount ranges, what is negotiable vs fixed, and a link to a free negotiation email generator.

输入参数slug必填

get_price_history

Price-stability signal, latest verified snapshot, last observed change and derived trend for one product.

输入参数slug必填

get_positioning

Where a product sits on price against its category: starting price vs the category median, min, max and sample size — the most citable one-line stat.

输入参数slug必填

版本历史

1
  1. v1.0.0最新Sep 16, 2026

评分

已满足适用检查项的 90%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分

    请在仓库或注册中心条目中声明许可证。

其他 Edge 集成

Edge Network

network.edge官方发布者

Edge Network 云平台的远程 MCP 服务器：助手可在同一账户上部署站点与应用、管理虚拟机、存储桶、DNS 以及 Shield/Assist 组件。

Streamable HTTP可网页运行
云端与基础设施28 个工具Oct 24, 2026

Historical Edge

由 GitHub 账号 joachimglassell-ship-it 发布

远程 MCP 服务器，按受支持的研究与时间跨度返回预先计算、可溯源的历史股票研究统计数据。

Streamable HTTP可网页运行
金融1 个工具Nov 7, 2026

Edge Actors: email verifier, DNS facts, URL to Markdown

由 GitHub 账号 EdgeF-4 发布

由 Apify 托管的远程 MCP 服务器，在你的 Apify 账户上提供邮箱验证、SPF/DMARC/MX DNS 查询和网页转 Markdown 功能。

Streamable HTTP可网页运行鉴权
网页搜索与抓取需要凭据Nov 7, 2026

Betting Edge — NFL Elo Research

由 GitHub 账号 FedX19 发布

远程 MCP 服务器，提供归档的 NFL Elo 预测、赔率对比、评分、校准与公开战绩，用于博彩研究。

Streamable HTTP可网页运行
金融7 个工具Nov 1, 2026

ValuEdge Stock Research MCP

由 GitHub 账号 kkfir13 发布

只读的股票研究服务器，让助手使用 ValuEdge 的搜索、公允价值、基本面、对比和筛选工具，并查看登录用户自己的投资组合、自选股和提醒。

Streamable HTTP可网页运行
金融9 个工具Oct 25, 2026