Context7
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제작자가 쓴 설명(영어 원문)
Search reviewed coding-agent sessions on a4sx anonymously; sign in (OAuth) to load or save sessions.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://session-exchange.com/mcpClaude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"sessions": {
"command": "uvx",
"args": [
"a4sx-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http sessions https://session-exchange.com/mcpclaude mcp add sessions -- uvx a4sx-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"sessions": {
"url": "https://session-exchange.com/mcp"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"sessions": {
"command": "uvx",
"args": [
"a4sx-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"sessions": {
"type": "http",
"url": "https://session-exchange.com/mcp"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"sessions": {
"type": "stdio",
"command": "uvx",
"args": [
"a4sx-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://session-exchange.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
게시자(session-exchange.com)가 저장소 소유자(crossvault)가 아니에요. 다른 사람이 등록했을 수 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 0개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.2)은 20일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요