Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Semantic nearest-neighbour search over your datasets, plus indices and projections.
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。
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://nomic-atlas.usefulapi.io/mcp在终端中运行这条命令
claude mcp add --transport http nomic-atlas https://nomic-atlas.usefulapi.io/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"nomic-atlas": {
"url": "https://nomic-atlas.usefulapi.io/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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"nomic-atlas": {
"type": "http",
"url": "https://nomic-atlas.usefulapi.io/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:
https://nomic-atlas.usefulapi.io/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。
nomic_get_userFetch the account the API key belongs to, including the organisations it can access. Start here — the organisation slug feeds the other tools. Atlas: GET /v1/user.
nomic_get_organizationFetch an organisation by slug, with the datasets it holds. Atlas: GET /v1/organization/{slug}.
nomic_get_datasetFetch a dataset (Atlas calls it a project) by id — its schema, size, indices and projections. Atlas: GET /v1/project/{id}.
nomic_get_dataset_by_slugFetch a dataset by organisation slug and dataset slug — the human-readable path, and usually easier than finding the UUID. Atlas: GET /v1/project/{organization_slug}/{project_slug}.
nomic_nearest_neighbors_by_idSemantic search: given the ids of records already in a dataset, return their nearest neighbours in embedding space, with distances. This is what Atlas is for — finding what resembles what across unstructured data. Needs a BUILT index; if the map is still building the call fails w
nomic_get_index_jobFetch the status of an index-building job. Atlas indexes take time to build, and a vector search against an unbuilt map fails — this is how you tell which it is. Atlas: GET /v1/project/index/job/{job_id}.
nomic_get_projection_schemaFetch the field schema of one projection — the columns available on its records. Atlas: GET /v1/project/projection/{projection_id}/schema.
nomic_list_tagsList the tags defined on one projection — the labelled selections a person made on the map. Atlas: GET /v1/project/projection/tags/get/all.
nomic_get_tag_statusCheck whether a tag has finished computing its membership. A tag that is still building returns partial results. Atlas: GET /v1/project/projection/tags/status.
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7日
注册名称已通过域名 usefulapi.io 验证(注册中心会核实域名所有权)
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 10 毫秒内响应(HTTP 200)
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已读取 9 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。
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。
GitHub 仓库最后更新于–,最新版本(1.36.2)于今天进入注册中心。
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
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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。
Semantic nearest-neighbour search over your datasets, plus indices and projections. Hosted, no local install.
Live endpoint: https://nomic-atlas.usefulapi.io/mcp · Homepage: https://usefulapi.io
https://nomic-atlas.usefulapi.io/mcp.claude mcp add --transport http nomic-atlas https://nomic-atlas.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "nomic-atlas": { "url": "https://nomic-atlas.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Nomic Atlas credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/nomic-atlas/
On first connect you'll paste your Nomic Atlas credentials. They are validated, stored per-user, and scoped to you — no keys in config files.
| Tool | Type | What it does |
|---|---|---|
nomic_get_user | read | Get the current user |
nomic_get_organization | read | Get an organisation |
nomic_get_dataset | read | Get a dataset by id |
nomic_get_dataset_by_slug | read | Get a dataset by name |
nomic_nearest_neighbors_by_id | read | Find similar records |
nomic_get_index_job | read | Get an index job |
nomic_get_projection_schema | read | Get a projection's schema |
nomic_list_tags | read | List a projection's tags |
nomic_get_tag_status | read | Get a tag's status |
nomic_atlas_usage_status | meta | Usage status (free-tier meter) |
nomic_atlas_request_feature | meta | Request a missing feature |
nomic_atlas_upgrade | meta | Upgrade to Pro or Pro+ |
nomic_atlas_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with nomic_atlas_upgrade (it returns a Stripe Checkout link). Cancel any time with nomic_atlas_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running nomic_atlas_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT