ComparEdge Pricing

io.github.comparedge由 GitHub 帳號 comparedge 發布v1.0.0更新於 Oct 27, 2026

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

發布方自己的服務:Edge Network

已驗證Streamable HTTP可網頁執行金融資料與分析商業與電商

概覽

AI 產生的概覽

提供 490 多款 SaaS、AI 與 LLM 工具的查證定價資料,讓助理查詢方案、隱藏成本、總持有成本與比較,並附上來源。

可以做什麼
  • 查詢單一產品的完整定價紀錄、方案層級、價格區間與查證狀態
  • 將 2 至 4 款產品並排比較,並依類別、價格上限或免費方案篩選軟體
  • 列出隱藏成本、超額與附加費用,並依席次與計費方式計算團隊總持有成本
  • 依費率卡與 token 用量估算 LLM 或 API 成本
  • 查看價格歷史與趨勢,以及產品相對同類中位數的位置
  • 產出含續約價格、折扣方案與談判策略的真實成本簡報
適用情境
適合助理需要回答軟體定價問題、為團隊導入編列預算、依預算篩選工具,或準備與供應商談判時使用,讓答案保持最新且可引用,而非依賴過時的訓練資料。
執行需求
遠端 HTTP MCP 端點 comparedge.com/api/mcp(JSON-RPC 2.0);README 另記錄以 npx 執行的 stdio 方式。未宣告需要 API 金鑰、註冊或請求標頭,CORS 開放。需要能連線至 comparedge.com 的網路。
安裝前請注意
僅提供唯讀查詢,不寫入資料也不涉及付款。資料僅限非商業用途免費使用,必須標註出處,回應中附有來源連結與使用條款。部分第三方衍生訊號(如彙整的使用者評分)標示為受限,僅供顯示;不得轉售該資料集。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 ComparEdge Pricing,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.comparedge%2Fpricing-api/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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

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.

來源: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.

輸入參數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).

輸入參數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.

輸入參數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.

輸入參數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).

輸入參數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.

輸入參數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.

輸入參數slug必填

get_price_history

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

輸入參數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.

輸入參數slug必填

版本歷史

1
  1. v1.0.0最新Sep 16, 2026

評分

已滿足適用檢查項的 90%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

    請在儲存庫或註冊中心條目中宣告授權條款。

其他 Edge 整合