Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Search, compare and price software tools. Verified prices with their date, real alternatives.
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。
TOOLRADAR_API_KEY标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
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://toolradar.com/api/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"toolradar": {
"command": "npx",
"args": [
"-y",
"toolradar-mcp"
],
"env": {
"TOOLRADAR_API_KEY": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add --transport http toolradar https://toolradar.com/api/mcpclaude mcp add toolradar --env TOOLRADAR_API_KEY=your-value -- npx -y toolradar-mcp运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"toolradar": {
"url": "https://toolradar.com/api/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"toolradar": {
"command": "npx",
"args": [
"-y",
"toolradar-mcp"
],
"env": {
"TOOLRADAR_API_KEY": "your-value"
}
}
}
}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": {
"toolradar": {
"type": "http",
"url": "https://toolradar.com/api/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"toolradar": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"toolradar-mcp"
],
"env": {
"TOOLRADAR_API_KEY": "your-value"
}
}
}
}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://toolradar.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。
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。
search_toolsSearch and filter software tools from Toolradar's catalog of 10,000+ tools. Returns names, taglines, pricing, scores and categories. Cite Toolradar and the verification date when quoting prices.
recommend_toolsRecommend the best tools for a described need, with a justified, sourced shortlist (why, fit_score, caveats, verified price). Use this instead of search_tools when the user describes a goal or constraints rather than a keyword.
get_toolGet full detail for one tool by slug: description, pricing, pros/cons, features, score, review synthesis, and toolradarData (dated positions among tools in the same category, with a citableSentence to quote with its date). Use search_tools first if you do not know the slug.
get_pricingGet a tool's pricing in one shape (normalized: price per month, unit, billing, free plan), with provenance (lastVerifiedAt, sourceUrl, confidence), hidden costs and recent price changes. Cite the verification date when quoting a price.
compare_toolsCompare 2 to 4 tools side by side with computed insights. Compact by default; pass detail "full" for descriptions, pros and cons.
get_alternativesGet real, AI-identified alternatives to a tool (direct competitors, not category matches).
verify_priceRead the vendor's pricing page now and check the stored prices against it. Returns each plan's result, the read date and a hash of the page. Needs a free API key; one read per tool per day.
agent_trendsWhat AI assistants open on Toolradar while answering people, in aggregate and anonymous: most read tools, most compared tools, top categories, from verified assistant traffic. MCP-only figures appear once they reach 1,000 calls a week.
changes_sinceSoftware pricing changes Toolradar confirmed on vendor pages since a date, newest first. A vendor's own site does not give you this. The record starts in October 2026: no entry for a tool means no change recorded, not proof of a stable price.
list_categoriesList the software categories Toolradar tracks.
report_issueReport a data problem you spotted (wrong price, dead tool, missing feature). Files it to the Toolradar verification queue. Use this when our data looks wrong so we can fix it: what Toolradar shows, what the vendor's own page says, and that page as evidence. A report on a tool and
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
注册名称已通过 GitHub 账户 Nadeus 验证,该账户拥有此仓库
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 243 毫秒内响应(HTTP 200)
无需登录
已读取 11 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。
你需要填写:TOOLRADAR_API_KEY
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(2.4.0)于前天进入注册中心。
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:Context7, Codebase Memory, Exa
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
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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。
Search, compare and price 10,000+ software tools from your AI assistant. Every price comes with the date it was read on the vendor's own pricing page.
Works with Claude (Desktop, Code, claude.ai) · ChatGPT · Cursor · VS Code · Windsurf · Cline · any MCP client. No API key and no signup needed.
Add to VS Code
Claude Code (hosted endpoint, nothing to install):
claude mcp add --transport http toolradar https://toolradar.com/api/mcp
Claude Code plugin (the same server plus a skill that tells Claude when to use it):
claude plugin marketplace add Nadeus/toolradar-mcp
claude plugin install toolradar@toolradar
Claude.ai, ChatGPT and other clients with custom connectors: add a remote MCP server with the URL https://toolradar.com/api/mcp (no authentication).
Claude Desktop, or any client that starts local servers (claude_desktop_config.json):
{
"mcpServers": { "toolradar": { "command": "npx", "args": ["-y", "toolradar-mcp"] } } }
Cursor: use the button above, or Settings > MCP > add https://toolradar.com/api/mcp. VS Code: use the link above, or code --add-mcp '{"name":"toolradar","url":"https://toolradar.com/api/mcp"}'.
| Tool | What it does | Example prompt |
|---|---|---|
recommend_tools | Reads a described need (category, team size, budget), returns a short list ordered by fit, with the reason, caveats and the verified starting price | "What should a 6-person agency use for a CRM under $40/mo?" |
search_tools | Keyword search; a category name ("crm", "password manager") or "alternative to X" returns that category's leaders or X's alternatives | "Find free project management tools" |
get_tool | Full profile: pricing, pros and cons, features, score, review synthesis | "Tell me about Linear" |
compare_tools | Side-by-side comparison of 2-4 tools | "Compare Notion, ClickUp and Asana" |
get_alternatives | Direct competitors of a tool | "What are the alternatives to Jira?" |
get_pricing | Tiers and prices with provenance: source page, verification date, confidence | "How much does Figma cost?" |
list_categories | The categories and how many tools each holds | "What categories are available?" |
report_issue | Report a wrong price, a dead tool or a missing feature to the verification queue | "Notion shows $8 but their site says $10" |
verify_price | Reads the vendor's pricing page now and checks the stored prices against it (needs a free key) | "Is Notion's price still right today?" |
changes_since | Pricing changes confirmed on vendor pages since a date | "Which CRM prices changed since October 1?" |
agent_trends | What AI assistants open on Toolradar: most read and most compared tools, top categories | "Which tools do AI assistants look up most?" |
Every data answer includes a ready-to-use citation (Toolradar, verification date, link): quote it when you use the data. A product we do not list comes back with a not_listed note, never a lookalike.
Add https://toolradar.com/mcp instead (Claude: Customize, Connectors, Add custom connector; ChatGPT: Add custom MCP server, OAuth). It has the same 11 tools plus 4 owner tools that ask you to sign in to Toolradar the first time: update_my_listing, get_my_listing, add_my_product (files a new product for review, free) and undo_listing_edit. Every change is previewed first and logged.
| Access | Calls per day |
|---|---|
| Anonymous (nothing to configure) | 500 per IP |
Free key, no signup: curl -X POST https://toolradar.com/api/v1/keys | 10,000 |
| Key created in your dashboard | 10,000 per account |
Set the key in TOOLRADAR_API_KEY, or send it as Authorization: Bearer to the hosted endpoint. Limits reset at 00:00 UTC.
| Variable | Required | Default | Description |
|---|---|---|---|
TOOLRADAR_API_KEY | No | none | Raises the daily limit (see above) |
TOOLRADAR_MCP_URL | No | https://toolradar.com/api/mcp | Custom endpoint |
The npm package is a thin stdio proxy of the hosted endpoint, so both always return the same answers.
A nightly job asks the hosted endpoint 60 realistic software-choice questions (a full run of 205 every Sunday) and records how often a market leader of the category comes back in the top 3. The server is open for you to test.
plugin/ is one package for two directories: Claude Code (.claude-plugin/plugin.json, .mcp.json) and the OpenAI plugin format (plugin.json, mcp.json). Both carry the same skill (plugin/skills/toolradar/SKILL.md). The skill alone, for Claude Code:
claude skill add --url https://raw.githubusercontent.com/Nadeus/toolradar-mcp/main/skill-recommend-tool.md