ContextStream
io.contextstream由 contextstream.io 发布官方发布者v0.5.35更新于 Nov 2, 2026
Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP).
概览
托管式记忆服务器,让 AI 编程助手找到相关文件、回忆已保存的项目决策,并在不同会话和工具间延续以往工作。
- 可以做什么
- 查找与某次改动相关的文件并引用来源
- 保存项目决策及其理由,并在后续会话中重新取回
- 为已连接的代码、文档和对话建立索引以供托管搜索
- 通过 studio 工具生成品牌图片、声音和产品影片,含规划、制作、状态、结果与修改步骤
- 通过团队自己的 Resend 账户起草、预览、测试和发送邮件活动,并管理联系人与退订
- 可选地在安装命令执行前,对照公共软件源检查其中提到的软件包
- 适用场景
- 适合希望助手在会话与工具之间保留上下文的情况,例如回忆某项决策的原因,或在大型代码库中定位正确的文件。也适合希望在同一工作区内生成品牌素材或开展邮件活动的团队。
- 运行要求
- 远程 Streamable HTTP 端点,引导过程中通过 OAuth 登录;免费账户每月 10,000 积分,无需信用卡。也可选用本地 npm 启动器(Node.js 20+),它会下载原生二进制文件。脚本化安装会读取 CONTEXTSTREAM_API_KEY,并可能需要工作区 ID。邮件功能需要连接 Resend 账户。
安装
在 SourceWeft 中
- 打开 控制台中的 ContextStream,将其添加到工作区。
- 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
- 为需要使用其工具的对话启用该服务。
Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。
交给智能体安装
把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。
阅读 https://sourceweft.com/mcp/io.contextstream%2Fmcp/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。
{
"mcpServers": {
"contextstream": {
"type": "http",
"url": "https://mcp.contextstream.io/mcp?default_context_mode=fast&src=registry"
}
}
}README
ContextStream MCP Server
The context platform for AI agents.
Your agent knows code. Give it the decisions behind yours.
Connect your code, docs, and conversations so your agents can find the right files, recall saved decisions, and build on past work across sessions and tools.
[ContextStream benchmarks: LongMemEval-S 96.8% (484 of 500), LoCoMo 95.7%, code search 98.77% best answer in the top 10, agent tasks 96% (23 of 24, up from 58% without it)]The numbers, their sources, and what they do not claim are under Benchmarks.
Start free with MCP
10,000 monthly credits. No credit card required.
Works with Claude Code, Cursor, Codex, GitHub Copilot, Gemini CLI, Qwen Code, Kimi Code, Muse Code, ZCode, Zed, and more MCP clients, on Claude, GPT, Gemini, Kimi, GLM, Qwen, and other models. Create your account or sign in during MCP onboarding. No separate website signup needed.
macOS and Linux
Windows PowerShell
Paste the command into your terminal and follow onboarding to connect your project and supported editor. Restart your editor after setup.
What gets installed and indexed? · Supported clients · Setup guide · Prefer to start on the web?
Make the next session useful
Ask your connected agent:
Use ContextStream to find the files relevant to my next change. Cite the sources and retrieve any saved project decisions that should guide the work.
Then ask it to save a real decision and its reason. Start a new session and retrieve that decision without explaining it again. Indexing supplies code context; it cannot recover every undocumented decision.
Benchmarks
Each benchmark runs through the production API, is registered before its results are read, and is published with its method, confidence interval, and losses.
61 ms median server-side search time (127 ms p95) in the October 27 production run. End to end it was 223 ms, because the client ran in a different region from the one serving the workspace. Your latency depends on your distance from that region.
Competitor figures are as each vendor or the EverMemOS paper published them; we did not re-run them, and readers and judges differ across rows. The code-search baselines come from the August 1 run on the same queries. The agent-task result uses one repository and one agent model, so treat it as directional. Results, methodology, and limitations.
ContextStudio
For people ContextStream Create offers one-prompt making to, the server adds one tool,
studio: ask for a film, a product explainer filmed from your connected product, an
image, sound or music in plain words, and ContextStudio's producer plans the pieces from
what your team knows (brand kit, docs, decisions, connected products). There are no models
to pick.
- Brand work by name. Brand images (social sets in each network's size, ad sets, hero
and product shots, posters and flyers with print PDFs, email headers, brand graphics) and
brand sounds (sonic logos, music beds, loops, effect packs, voice-overs, podcast intros
and outros): pass
form, withsizes(up to 6, such asinstagram-postorlinkedin-post) or avoice, and the plan keeps to it. - Plan, then price.
planreturns the pieces and one price ("up to N credits, likely about M") and spends nothing. Pass what your agent knows that the workspace may not (the diff it just made, release notes, the doc it has open) ascontext; the producer reads it next to the team's own context. - Your go-ahead.
makespends at most the plan's price, and only after you agree: a client that can ask you (MCP elicitation, or a statelessinput_requiredresult) asks you itself; otherwise the agent passes the price you accepted. - Following it.
statusreports each piece while it waits (withnotifications/progresswhere the call asks for them); a product film takes 13 to 21 minutes.resultshows images inline and links video and sound (signed links valid about 15 minutes), with each piece's placard. Brand work comes as files, each with its own link: every size as PNG, JPG and WebP with a ZIP of the set, a print PDF, or WAV and MP3 for the web with a broadcast master and stems, plus alt text, a caption and the checks it was held to. - Revising.
revisestarts from a made image or sound: avariation(more like it), arevision(it, changed as you say) or aresize(an image in newsizes). Alsostop,library,brandandproducts. - Email, where Create offers it. Campaigns sent through your team's own Resend account.
email_draftwrites one in your brand from a prompt ("announce our winter sale to customers") and sends nothing;email_audiences,email_campaigns,email_test(to your own address or Resend's test addresses),email_cancelandemail_report(a campaign's delivery, opens, clicks, bounces and complaints, or the workspace's trends).email_sendgoes only with your go: the client asks you when it can; otherwise the agent shows you the campaign and its recipient count and passes the count you agreed to.email_previewgives a link to share that shows the email in Gmail, Outlook and Apple Mail mockups (desktop, tablet and phone, light and dark, images on or off), with the inbox line and what to check.email_revisechanges a draft from plain words ("shorter subject") or sets its subject and preview line;email_duplicatemakes a draft copy.email_contactslists, adds (with where they agreed to hear from you) or unsubscribes contacts; erasing one can't be undone, so it is thedeletetool's (studio.email_contact_erase), after your go;email_unsubscribesshows the suppression list with why and when, and takes an address off it only with your go. Resend is connected in the studio, never through an agent: the tool refuses anything shaped like a Resend key. - Connector. The hosted path
/studioserves only this tool, for Claude.ai or ChatGPT connectors, with OAuth tokens bound to that resource (read:studio,write:studio).
Data controls
Scoped access. Traceable sources. Configurable capture. Indexing sends eligible source contents to ContextStream for hosted search. Transcript saving and local Git metadata capture are on by default and can be turned off. Review data handling and controls before connecting sensitive projects.
Other installation options and troubleshooting
npm (Node.js 20+)
The npm launcher downloads the native Rust binary for your platform and verifies its SHA-256 checksum. Pin an exact package version for production automation.
Hosted MCP without a local process
For clients supporting Streamable HTTP and OAuth, the hosted endpoint is:
Supported clients lists one-line add commands for Claude Code, Codex, Gemini CLI, Qwen Code, Copilot CLI, and Droid, and one-click install for VS Code. Use the MCP documentation for other clients and stdio alternatives. A hosted connection alone does not sync your local checkout.
Preview or diagnose setup
Scripted and CI setup
For automation, wrap the install in pipefail so it fails when the download
fails, instead of reporting success after installing nothing:
setup --yes reads the key from CONTEXTSTREAM_API_KEY or saved credentials,
and needs --workspace-id when the account has more than one workspace:
Package Bouncer (opt-in)
A hook for Claude Code and Cursor that checks the packages an install command names
against their public registry before the command runs. It covers npm, pnpm, yarn, bun,
npx, pip, uv, uvx, pipx, poetry and cargo, including claude mcp add ... -- npx ....
- It denies a package the registry does not have, naming the popular package it looks like. An agent may have invented the name, and anyone can register it.
- It asks before a barely downloaded lookalike of a popular package.
- It allows everything else, including whenever a lookup fails or takes too long.
It skips projects and commands that use a private registry (.npmrc, pip.conf, uv or
poetry sources, --registry, --index-url). CONTEXTSTREAM_PACKAGE_BOUNCER=off
turns it off.
Claude Code: add this entry to PreToolUse in ~/.claude/settings.json, next to the
hooks setup installed. update-hooks leaves it alone.
Cursor (~/.cursor/hooks.json):
Open source and contributing
This repository contains the MIT-licensed Rust MCP server, client, editor setup, and release tooling. The hosted backend is separate and is not included here. See the architecture, release integrity, and latest release.
Use the pinned Rust toolchain. For contribution checks and commit sign-off, read CONTRIBUTING.md. Report vulnerabilities using SECURITY.md. See LICENSE, NOTICE, and GOVERNANCE.md for licensing, trademarks, and project governance.
Let humans be human.
Docs · Pricing · Integrations · Benchmarks
Optional deep project learning
Deep project learning starts off for new accounts. Interactive setup offers it
once per account (or once when terms change) and remembers if you decline; plain
contextstream-mcp setup --yes preserves your current choice.
--deep-learning is accepted as an alias for --account-learning. Only a person
can grant consent by ticking the unchecked box on the signed-in privacy page
(https://contextstream.io/dashboard/account/privacy); agents and API keys cannot
consent for you. Doctor and init show status only. See
data handling and controls.
来源:README.md,提交 0f8ff20
工具
0版本历史
1- v0.5.35最新Sep 16, 2026
评分
已满足适用检查项的 85%
该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。
- 近 30 天内可连通必需25 分
- 已声明认证方式必需10 分
- 已列出工具15 分
请让服务器在无凭据时响应 tools/list,或发布可在沙箱中无凭据启动的软件包。
- 描述必需15 分
- 图标10 分
- 文档15 分
- 许可证10 分