RAGMap

Name: RAGMap
Author: khalidsaidi

作者：khalidsaidi版本 2.0.0i★ –i在你的电脑上运行

注册名称io.github.khalidsaidi/ragmap

安装

概览

作者提供的说明（英文原文）

Find a retrieval MCP server that works today: a daily-checked list of servers that search knowledge.

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。

用户评价i暂无评价评价功能将在后续阶段与账户功能一起开放
我们的基础检查i1 项中通过 1 项依据公开信息检查；尚未扫描代码
使用情况i尚未统计★ –

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: 在你的电脑上运行
传输方式: stdio
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

基础检查：1 项中通过 1 项
在你的电脑上运行，拥有你的用户账户的权限（文件、网络、应用）。
注册中心没有列出需要填写的密钥。

你需要

npm已安装 Node.js（用于 npx 命令）

你用的是哪个应用？

ClaudeClaude CodeCursorVS CodeChatGPT

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 …”。

打开 Claude Desktop → Settings → Developer → Edit Config，把下面的内容粘贴到 claude_desktop_config.json

{
  "mcpServers": {
    "ragmap": {
      "command": "npx",
      "args": [
        "-y",
        "@khalidsaidi/ragmap-mcp"
      ]
    }
  }
}

在终端中运行这条命令

claude mcp add ragmap -- npx -y @khalidsaidi/ragmap-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": {
    "ragmap": {
      "command": "npx",
      "args": [
        "-y",
        "@khalidsaidi/ragmap-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": {
    "ragmap": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@khalidsaidi/ragmap-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。

这个服务器在你的电脑上运行，而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。

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

它在你的电脑上运行；安装后，工具列表会显示在你的 AI 应用中。

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 khalidsaidi 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
– 不适用
端点有响应
它在你的电脑上运行，没有互联网端点
– 不适用
使用 OAuth 登录
在你的电脑上运行，改用本地设置
… 尚未检查
工具描述中没有隐藏指令
它在你的电脑上运行；我们只能读取互联网端点的工具列表

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 7234 个服务器的 0%
发布到注册中心的时间比此分类中其他 7234 个服务器的 90% 更新
基础检查结果等于或优于此分类中其他 7234 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

RAGMap 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？

它在你的电脑上运行。你的 AI 应用会在需要时启动它，数据不会经过作者的服务器（除非它自己调用在线服务）。

它还在维护吗？

GitHub 仓库最后更新于–，最新版本（2.0.0）于4天前进入注册中心。

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。你的电脑上还需要有 Node.js。

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。

RAGMap

Find a retrieval MCP server that works today.

RAGMap is a list of remote MCP servers that search a body of knowledge: the web, documentation, papers, laws, a domain. Every day it takes the official MCP Registry, connects to each candidate server with no API key, lists its tools, and keeps only the ones that answer and really do retrieval.

Use it as an MCP server so your agent can ask "who knows about X?", or just read the list below.

Use it from an agent

npx -y @khalidsaidi/ragmap-mcp@latest

Claude Code:

claude mcp add ragmap -- npx -y @khalidsaidi/ragmap-mcp@latest

Any MCP client:

"mcpServers": { "ragmap": { "command": "npx", "args": ["-y", "@khalidsaidi/ragmap-mcp@latest"] } } }

Tools:

ragmap_find: servers that know about what you need, e.g. { "need": "EU cosmetics regulation" }.
ragmap_get: one server by registry name.
ragmap_install: copy-paste config to connect a server.

The package reads the latest list from this repo and falls back to the copy it ships with when offline.

How a server gets listed

It is in the official MCP Registry with a streamable HTTP endpoint that needs no key.
It answers an MCP initialize and tools/list from the daily check.
Claude reads its description and tools and confirms its main job is retrieval and that results are free. Servers that book, send, convert files, store personal memory or charge per query are left out, even if they have a search tool.

A server that fails a check stays listed for 3 days, then drops off until it works again.

Not covered: local (stdio) servers and servers that need a key or sign-in, because they can't be checked automatically.

The list

2291 servers, checked 2026-11-05.

Server	Knows about	URL
`ac.tandem/docs-mcp`	Tandem docs, install guides, SDKs and workflows	https://tandem.ac/mcp
`ae.beachclubs/mcp`	UAE beach clubs, day pass prices, amenities, hours and events	https://www.beachclubs.ae/mcp
`ae.plantguide/dubai-gardening`	What to plant in Dubai, plant care in heat, climate	https://plantguide.ae/mcp
`agency.goji/goji`	SEO, AEO, web and branding terms, guides and FAQs	https://mcp.goji.agency/mcp
`ai.1court.state/court-directory`	US county courts: clerks, addresses, e-filing, fees, deadlines	https://state.1court.ai/api/mcp
`ai.agenticterminal/directory`	Verified merchants accepting agentic payments on Lightning and other rails	https://mcp.agenticterminal.ai/mcp
`ai.agentlookups/groundrules`	Verbatim text of US federal and state law	https://law.agentlookups.ai/mcp
`ai.agentlookups/spoon-scout`	Contaminant lab results, recalls and additive rules for US packaged foods	https://food.agentlookups.ai/mcp
`ai.ai-portal/ai-portal`	AI model releases, AI regulations, glossary and GenAI news	https://www.ai-portal.ai/mcp
`ai.airshelf/catalog`	Cross-vendor B2B product catalog with datasheet specs	https://mcp.airshelf.ai/mcp
`ai.autoblogging/autoblogging`	Autoblogging.ai pricing, plans, features and site pages	https://autoblogging.ai/mcp
`ai.beexcellent/reference`	How Excellent restaurant events software works	https://beexcellent.ai/api/mcp/public
`ai.bezal/local-commerce`	US local service businesses, reviews, services and hours	https://app.bezal.ai/api/mcp
`ai.bidclub/bidclub`	Investor podcast transcripts, summaries and digests in English and Chinese	https://bidclub.ai/api/mcp
`ai.bithuman/docs`	bitHuman avatar SDK and REST API documentation	https://docs.bithuman.ai/docs-mcp
`ai.brownmatter/brainz`	Shared product knowledge concepts and their relations for agent fleets	https://brainz.brownmatter.ai/mcp
`ai.byteask/embedded-docs`	Embedded firmware datasheets, MISRA, CMSIS and RTOS reference documentation with page citations	https://mcp.byteask.ai/mcp
`ai.catalystproject/evidence-graph`	Evidence on what supplements and compounds do in the body	https://catalystproject.ai/mcp
`ai.cerebrium/docs`	Cerebrium deployment, hardware and endpoint documentation	https://cerebrium.ai/docs/mcp
`ai.com.nlp/open-model-catalog`	Open-weight AI model releases, licenses and architectures	https://nlp.com.ai/mcp
`ai.companyproof/companyproof`	Legal company registry profiles and verified company facts	https://companyproof.ai/v2/mcp
`ai.context-link/context-link`	Content from the user's connected sites, Drive, Notion, email and files	https://www.context-link.ai/mcp
`ai.coreyjames/portfolio`	Corey James's projects, systems and engineering work in GPU inference and AI	https://coreyjames.ai/mcp
`ai.dablock/visibility-index`	How often AI answer engines mention 24 crypto and Web3 brands	https://dablock.ai/mcp
`ai.dabyte/visibility-index`	How often AI answer engines mention 20 SaaS brands	https://dabyte.ai/mcp
`ai.darkfunnels/docs`	DarkFunnels documentation on WhatsApp AI sales agents	https://docs.darkfunnels.ai/mcp
`ai.deepdna/knowledge`	Pharmacogenomics: drug-gene interactions, gene variants by rsID, medication screening	https://deepdna.ai/mcp
`ai.drillr/drillr`	SEC filings, financial statements, ownership and news for equities	https://gateway.drillr.ai/mcp/data
`ai.ecocheck/ecocheck`	Vietnam GHG regulations, EU CBAM rules and ESG guidance	https://ecocheck.ai/mcp
`ai.edgechat/edgepedia`	Encyclopedia articles with citations on people, places, things and events	https://www.edgechat.ai/mcp
`ai.emberverse/emberverse`	A knowledge graph of pieces and structural principles for reasoning	https://emberverse.ai/mcp
`ai.entityindex/entityindex`	Verified hotels in Andorra by area, amenities, with official links	https://entityindex.ai/mcp
`ai.enzos/enzos`	US homes for sale, price verdicts, below-market deals and metro market snapshots	https://enzos.ai/mcp
`ai.everymcp/every-mcp`	Public MCP servers from the official registry with install configs	https://everymcp.ai/mcp
`ai.evoost/site`	Verified facts about eVoost AI products, FAQ and contact	https://evoost.ai/mcp
`ai.exa/exa`	Web search and page content	https://mcp.exa.ai/mcp
`ai.example4/xmp4`	Source code, callers and tests of open-source libraries	https://mcp.example4.ai/mcp
`ai.financegenius/financegenius`	Indian credit cards, loans, deposits, insurance and mutual funds, with calculators	https://mcp.financegenius.ai/mcp/
`ai.framethrower/framethrower`	Film stills and commercials by lighting, lens, shot size and mood	https://framethrower.ai/api/mcp
`ai.fukushi/dictionary`	Japan disability welfare service fees, add-ons and staffing rules	https://fukushi.ai/api/mcp
`ai.hostingbrain/intelligence`	European hosting and domain market shares, pricing, concentration and technology adoption	https://mcp.hostingbrain.ai/mcp
`ai.hotapi/docs`	HotAPI integration guides, model docs and OpenAPI operations	https://hotapi.ai/mcp
`ai.huntboard/huntboard`	Recent job postings from company career pages and ATS boards	https://huntboard.ai/mcp
`ai.husverket/husverket`	Swedish prefab houses, attefallshus, prices and building permit questions	https://mcp.husverket.ai/mcp
`ai.ironscout/ironscout`	Ammunition prices by caliber and retailer offers	https://mcp.ironscout.ai/mcp
`ai.jasonlovell/site`	Jason Lovell's AI research studies, builds and releases	https://jasonlovell.ai/mcp
`ai.jopp/jobs`	Open jobs in Switzerland and Liechtenstein	https://jopp.ai/mcp
`ai.justautomate/website`	JustAutomate agency services, pages, workshop pricing and contact	https://justautomate.ai/mcp
`ai.karmafor/karma-library`	Essay on AI cooperation, moral uncertainty and power	https://karmafor.ai/api/mcp?source=mcp-registry
`ai.keenable/web-search`	Live web search and page content	https://api.keenable.ai/mcp?keenable_title=mcp-registry
`ai.law.mcp/lawyer-search`	Verified US lawyer profiles by practice area, state and city	https://mcp.law.ai
`ai.linof/docs`	Linof documentation and current pricing for family photo films	https://linof.ai/api/apps/6a562086cd3bd1e44e0d4c3d/functions/docsMcp
`ai.llmhosting/pricing`	LLM API prices by provider and GPU rental prices with history	https://llmhosting.ai/mcp
`ai.localmark/agent-directory`	Public A2A agents, their skills and endpoint checks	https://localmark.ai/mcp
`ai.lovora/lovora`	Lovora AI companions, prices, content rules and docs	https://lovora.ai/mcp
`ai.machinerelations/mri`	Which source domains AI answer engines cite, by buyer category	https://machinerelations.ai/mcp
`ai.manpage/mcp`	Linux manual pages by distribution and version	https://manpage.ai/mcp
`ai.masnavi/masnavi`	Rumi's complete Masnavi verses with search and citation	https://masnavi.ai/mcp
`ai.mcpjunction/directory`	Directory of MCP servers by keyword, category and topic	https://mcpjunction.ai/mcp
`ai.memestack/mcp`	Memes, charts and infographics searchable by meaning or text	https://mcp.memestack.ai/mcp

| `ai.smilestory/

只显示了开头部分；其余内容请在仓库中阅读

RAGMap

概览

PopNx MCP 的三大支柱

它能帮你做什么

安装

安装之前

它能做什么

基础检查i

作者与仓库一致

仍在维护

有许可证

端点有响应

使用 OAuth 登录

工具描述中没有隐藏指令

与“搜索与 AI 记忆”中的其他服务器比较i

常见问题

替代选择

Context7

Codebase Memory

Exa

作者的 README

RAGMap

Use it from an agent

How a server gets listed

The list