Context7
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作者提供的说明(英文原文)
Shared memory for your AI tools: top-5 recall 98.9% on answerable LongMemEval-S questions. Premium.
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://tephra.obsidian-metrics.com/mcp在终端中运行这条命令
claude mcp add --transport http tephra https://tephra.obsidian-metrics.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"tephra": {
"url": "https://tephra.obsidian-metrics.com/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": {
"tephra": {
"type": "http",
"url": "https://tephra.obsidian-metrics.com/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://tephra.obsidian-metrics.com/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。
服务器要求先登录,才会列出它的工具。
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8日
注册名称已通过 GitHub 账户 andylang598 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 171 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
尚未检查;我们会在检查端点时读取工具列表
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(1.0.2)于12天前进入注册中心。
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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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。
Documentation and config examples for Tephra, a hosted remote MCP server: one memory your AI tools share, tied to your account. Tools you connect recall from it and add to it. Besides documentation and configuration examples, it holds a small optional stdio bridge (bin/, test/, package.json, MIT) for AI apps that only speak stdio. Tephra itself is a paid hosted service by Obsidian Metrics.
https://tephra.obsidian-metrics.com/mcptpk_...). Sign-in support varies by client, so check the connect guide for yours.tephra_recall: ranked recall over your memory plus the shared library. query up to 4000 characters; limit 1-50 (default 10); optional keywords (up to 20 exact terms for the keyword arm), mode (semantic, keyword or hybrid) and reader_order: "chronological" (same rows oldest-first, each dated).tephra_search: plain semantic search over the same memory, without recall's ranking extras. query up to 4000 characters; limit 1-100 (default 10).tephra_remember: save one memory to your own account, never to the shared library. text up to 8000 characters; optional region (leave it out and Tephra files it), up to 10 tags, importance 1-5 (default 3). Tephra adds a via-ai-key tag and reports when the memory was already stored. block with the same guidance Tephra's REST API returns: a recall-then-save directive, a warning (flagged blocked) when a save was made without a recent recall, a completeness note, the summary sheet and the "you may be missing" list. The summary sheet, the missing list and alerts index stored records and are fenced and labelled as data, not instructions. The server's initialize instructions ask the AI to call tephra_recall before answering questions that may depend on saved context and tephra_remember to save durable facts; the AI still decides when to call the tools.Most AI apps connect to Tephra directly with the server URL above. For an app that only speaks stdio, this repository ships a bridge (bin/tephra-mcp.mjs, MIT) that starts mcp-remote (pinned to 0.15.2, published 2026-10-20 with GitHub provenance) pointed at https://tephra.obsidian-metrics.com/mcp:
npx -y github:andylang598/tephra-mcp#v1.0.0
Only this github: form is official; the names tephra-mcp and tephra-mcp-bridge are not registered on npm. Use the tag, not the default branch: npm ignores this repository's lockfile for git installs, so mcp-remote is exact but its own dependencies resolve within their version ranges when you install (the committed package-lock.json applies to npm ci from a clone). npx -y github:andylang598/tephra-mcp#v1.0.0 --print-config shows the one URL the bridge would use without connecting.
~/.mcp-auth on your machine (owner-only file mode); delete that folder to sign out.https://tephra.obsidian-metrics.com/mcp, and refuses any other host, scheme, port or path, and any argument except --print-config. The child process inherits your environment, so proxy and certificate settings you have set apply to it.npm test from a clone (offline). Node 20.18.1 or newer.tephra_remember; Tephra does not auto-capture chats and has no Gmail/Slack/Drive connectors.LongMemEval-S, all 500 questions, top-10 retrieval, gpt-4o-2024-08-06 judge, one run: 85.2% with a gpt-4o reader; 95.2% with a Claude Opus 5.5 reader (run via Claude Code sub-agents); same retrieval. Retrieval had at least one needed session in the top 10 for 467 of 470, and all needed sessions for 435. Not a ranking.