Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Search reviewed coding-agent sessions on a4sx anonymously; sign in (OAuth) to load or save sessions.
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://session-exchange.com/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"sessions": {
"command": "uvx",
"args": [
"a4sx-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http sessions https://session-exchange.com/mcpclaude mcp add sessions -- uvx a4sx-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"sessions": {
"url": "https://session-exchange.com/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"sessions": {
"command": "uvx",
"args": [
"a4sx-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": {
"sessions": {
"type": "http",
"url": "https://session-exchange.com/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"sessions": {
"type": "stdio",
"command": "uvx",
"args": [
"a4sx-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://session-exchange.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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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
发布者(session-exchange.com)不是仓库所有者(crossvault);可能是其他人代为上架的
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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
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 1 项适用的基础检查中通过了 0 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。
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(0.1.2)于21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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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。
A local MCP server for a4sx, the library and marketplace for coding-agent sessions. It gives any MCP client (Claude Code, Claude Desktop, Cursor, VS Code, ...) five tools to find a saved session, load it as context, and save the current one, using the sign-in of the a4sx command-line tool.
It runs on your machine over stdio. Your a4sx token stays in the a4sx config directory and is only ever sent to the server that issued it: pointing the server elsewhere with --base never sends it a token from another server.
Private library: the sessions saved under your a4sx account on session-exchange.com. Its entries are not listed in the marketplace and not returned by public search; they are listed, fetched, versioned and deleted through the a4sx API with your own sign-in (or an agent key you create). Listing a session in the marketplace is a separate step in the web app, with a review. "Private" describes who can list and fetch an entry through a4sx; the server stores the bytes you upload, after scrubbing them again.
The names, input schemas and limits are the same as the hosted a4sx MCP server's.
| Tool | What it does | Sign-in |
|---|---|---|
search_sessions | Search vetted public sessions (scope=public, default), or your own saved ones (scope=library); harness keeps only sessions recorded with the given harnesses | library scope only |
get_session_summary | Describe one session before using it: outline, members, price, provenance | library source only |
acquire_session | Copy a marketplace session you are entitled to (free, bought or granted) into your private library | yes |
fetch_session_context | Load a session from your library as starting context, cut to max_tokens (500 to 100,000; default 8,000) | yes |
publish_session | Save a transcript (JSONL) to your private library | yes |
Safety rules:
status: "payment_required" with the price and the listing URL (or, when the listing's session is sold on its own, the member to buy). You buy it yourself in the web app, then ask again.harness it was recorded with ({id, version}; unknown when not identified), and resumable is false for a session recorded with another harness. fetch_session_context renders such a session from its stored canonical form.visibility accepts only "private"; listing a session publicly is a separate, reviewed step in the web app. It accepts only Claude Code or Codex CLI JSONL (every line a record with a type; a Claude Code user or assistant turn with a session id, or a Codex CLI session_meta record first), so it can't be used to upload an arbitrary file. The transcript, its title and its label are scrubbed on your machine with the a4sx SDK, which applies the a4sx CLI's rules (secrets, command-line passwords, Sheet ids, and personal data: e-mail and IP addresses, home-directory user names, hosts, key-file paths), and scrubbed again by the server. Scrubbing is a backstop, not a guarantee. A session that continues someone else's (its parent, or the session it was resumed from, was acquired) stays marked as untrusted (untrusted: true).acquire_session and publish_session are marked readOnlyHint: false, so clients that ask before a tool runs (Claude Code does by default) can ask you, and you should not auto-approve them. The three read tools are marked read-only.fetch_session_context always starts with a notice saying so, then wraps everything the session's author controls (title and turns) in << >> … << >> with a random nonce. Inside it, every kind of line break is normalised to \n, <<</>>> become ‹‹‹/››› and a leading # becomes \# (the notice says so), so content can't close the envelope or fake a ### User heading. The title is one line of at most 200 characters, and cutting to max_tokens never removes the notice or the closing line. search_sessions and get_session_summary results are framed the same way: a notice first, then the JSON inside the envelope, with every author-written string on one line, neutralised and capped per field, and the whole result bounded to 64 KiB (a page cut short says truncated: true, and next_offset resumes at the first row left out). Server guidance (next, next_offset) goes on one line after the closing delimiter, never inside the envelope, and carries only fixed texts and numbers. A session with another author's content gets untrusted: true and a stronger notice. Look-alike characters (full-width </#, zero-width spaces) are left as they are: they cannot close the envelope, because the closing line needs the random nonce, but a model may still be misled by them. This lowers the risk of prompt injection but cannot rule it out: keep tool approval on.publish_session call (use a4sx push for larger ones); per process, at most 240 requests (tools/list and tools/call), 20 acquires and 10 publishes per minute. The a4sx server enforces its own limits as well.You need uv (for uvx) and an a4sx account.
a4sx CLI. The MCP server reuses that sign-in: uvx a4sx login
Searching public sessions works without signing in. If a tool needs your account and you are not signed in (or the sign-in expired), it returns an error telling you to run a4sx login.
claude mcp add a4sx -- uvx a4sx-mcp
Edit claude_desktop_config.json (Settings, Developer, Edit Config) and restart Claude Desktop:
{
"mcpServers": { "a4sx": { "command": "uvx", "args": ["a4sx-mcp"] } } }
Add to ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (one project):
{
"mcpServers": { "a4sx": { "command": "uvx", "args": ["a4sx-mcp"] } } }
Add to .vscode/mcp.json in your workspace (or run MCP: Add Server from the command palette):
{
"servers": { "a4sx": { "type": "stdio", "command": "uvx", "args": ["a4sx-mcp"] } } }
Ask your agent, for example: *"Search a4sx for sessions about flaky pytest fixtures and summarise the best one"*, or *"Load my a4sx session my-refactor as context"*.
Everything is optional. Don't put your token into an MCP client config file: sign in with a4sx login instead, which stores it with mode 0600.
| Setting | Meaning |
|---|---|
--base URL / A4SX_BASE | The a4sx server. Default: the one you signed in to, else https://session-exchange.com. Plain http is refused except for localhost. |
A4SX_SESSION, A4SX_SESSION_BASE | A token to use instead of the stored sign-in (for CI), and the server it belongs to (default https://session-exchange.com). |
A4SX_CONFIG_DIR | Where the a4sx CLI keeps its sign-in (default ~/.config/a4sx, %APPDATA%\a4sx on Windows). |
A4SX_MCP_LOG | warning (default), info or debug. Logs go to stderr and contain tool names, outcomes and durations only: never arguments, transcripts or tokens. |
A4SX_MCP_MAX_PUBLISH_BYTES | Lower or raise the 2 MiB publish_session cap (the server may still refuse larger uploads). |
A4SX_MCP_PER_MIN, A4SX_MCP_ACQUIRE_PER_MIN, A4SX_MCP_PUBLISH_PER_MIN | Local rate limits (240, 20, 10 per minute). 0 turns a local limit off. |
/mcp?a4sx also runs a hosted MCP server at https://session-exchange.com/mcp, with browser sign-in over OAuth: it advertises the scope library:read (search your library, summaries, loading sessions as context). Public search there works without signing in; acquiring or saving sessions needs a credential with library:acquire or library:publish, for example an agent key created in your a4sx account. Clients that support remote MCP servers with OAuth can connect to it directly and need nothing installed:
claude mcp add --transport http a4sx https://session-exchange.com/mcp
This package is the option for clients without remote OAuth support, and for setups that already use a4sx login. Both expose the five session tools below; the hosted server lists further tools of its own (for example, starting a purchase for the account holder to confirm), which this package does not have.
Same in both:
harness filter), annotations, and the server instructions;fetch_session_context (notice, nonce envelope, line-break normalisation, escaping, per-field caps, sizing, canonical sessions of other harnesses) and the JSON envelope, notice field, per-field caps, 64 KiB result bound and hint line of search_sessions, get_session_summary and acquire_session;invalid_arguments, credential_not_accepted, rate_limited, not_found, too_large, content_sha_mismatch, not_a_transcript and no_transcript;-32029 when the overall request limit is exceeded.Differences of this local server:
a4sx login session, so it can do everything your account can in your own library. The hosted server takes a scoped OAuth token (it advertises library:read) or an agent key with the scopes you gave it (library:read, library:acquire, library:publish). With no sign-in at all, local tools return not_signed_in; the hosted server answers with an OAuth challenge instead. The credential_not_accepted message says to run a4sx login rather than to get a scoped token.retry_after_s comes from the API's error body, not from the Retry-After header.acquired_from on the row and its parents (which is all the hosted server checks), it also uses this machine's record of untrusted sessions from the a4sx SDK. A session missing from your library listing counts as untrusted in both.idempotency_key, else a fresh one. The hosted server sends a key only if you pass one.X-Content-SHA256 sent to the API covers the scrubbed bytes.type, and the file a Claude Code or Codex CLI session.parent is resolved like the CLI resolves names (exact id, then label, then a unique part of the title or id). The hosted server passes it through verbatim.parent, a transcript you resumed with a4sx resume gets its parent edge from the SDK's local lineage record. The hosted server records no edge.client_redactions and untrusted fields.只显示了开头部分;其余内容请在仓库中阅读