{
 "updated": "2026-11-04",
 "about": "AI 原生协作工作空间图谱：每家公司 / 产品的估值、收入、融资、用户数、Agent 接入方式（agent_access：MCP / API / CLI）、开源情况、关键数据、归属（owner = 被谁收购，product_line_of = 大厂产品线）。每个数字附出处（src）。layer 对应 layers.json 的 code。不构成投资建议。",
 "companies": [
  {
   "name": "Agent-Native（Builder.io）",
   "layer": "a1",
   "url": "https://www.agent-native.com",
   "hq": "美国旧金山（Builder.io）",
   "founded": 2018,
   "desc": "Builder.io 出品的开源 TypeScript 框架，让 Agent 和界面共用同一套动作、数据和状态；一个动作同时生成界面、Agent 工具、HTTP API、CLI、MCP 服务器和 A2A 端点。官方还做了几个模板应用，如 Content（文档、任务列表、数据库的开源工作空间，可替代 Notion / Obsidian）、Design、Analytics。人工审阅机制没查到。",
   "total_raised": "Builder.io 累计约6225万美元（Forge Global 聚合）",
   "funding": [
    {
     "date": "2024-04-24",
     "round": "B 轮（Builder.io 整体）",
     "amount": "2500万美元（Forge Global 口径）",
     "lead": "未披露（Forge 写 Undisclosed；AI Market Watch 聚合称 M12 领投2000万美元）",
     "post": "1.8434亿美元（Forge Global 聚合）",
     "src": "https://forgeglobal.com/builderio_ipo/"
    }
   ],
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "7,592",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/BuilderIO/agent-native"
    },
    {
     "k": "beta 发布",
     "v": "Agent-Native Beta 开源 TypeScript 框架",
     "date": "2026-10-14",
     "src": "https://www.builder.io/blog/introducing-agent-native"
    }
   ],
   "product_line_of": "Builder.io",
   "open_source": "MIT；github.com/BuilderIO/agent-native，7,592 stars（2026-11-02，GitHub API）",
   "agent_access": {
    "v": "框架内每个动作自动暴露为 MCP 服务器、HTTP API、CLI、A2A 端点（Builder.io 官方转帖与发布博客）",
    "src": "https://www.builder.io/blog/introducing-agent-native"
   },
   "note": "融资数字属于 Builder.io 公司，不是 Agent-Native 单独项目。B 轮领投口径冲突：Forge 未披露、聚合库称 M12 领投（金额2000万美元）。Tracxn 累计3730万美元与 Forge 6225万美元冲突。"
  },
  {
   "name": "Ambiguous（Ambiguous AI）",
   "layer": "a1",
   "url": "https://www.ambiguous.ai",
   "hq": "美国华盛顿州贝尔维尤（a16z speedrun 档案）",
   "founded": 2025,
   "desc": "一个让人和 AI 同事用同一批应用的工作空间：约 18 个应用（文档、邮件、聊天、表格、CRM、日历等），每个 Agent 有独立身份，可以发邮件、聊天、派任务、在评论里 @；同一份数据和同一套 API。Agents 平台一次 API 调用就能开出 Agent 工作空间。2026-10 在 Product Hunt 上线。",
   "funding": [
    {
     "date": "2026-01-19",
     "round": "早期（轮次未披露）",
     "amount": "没查到",
     "lead": "Blitzscaling Ventures 公开宣布投资；公司为 a16z speedrun SR005 批次成员",
     "post": "没查到",
     "src": "https://www.blitzscalingvc.com/post/we-ve-backed-ambiguous-ai-agent-teammates-for-business"
    }
   ],
   "key_data": [
    {
     "k": "Product Hunt 上线",
     "v": "约18个应用，约76票",
     "date": "2026-10-09",
     "src": "https://www.producthunt.com/products/ambiguous-workspace/makers"
    }
   ],
   "users": {
    "v": "团队 4 人（a16z speedrun 聚合，2026-09）",
    "src": "https://www.gpagent.ai/speedrun/company/ambiguous-ai"
   },
   "agent_access": {
    "v": "官网称 Agents 平台一次 API 调用开出 Agent 工作空间，页面未提 MCP；Agent 与人在同一套应用和 API 上工作",
    "src": "https://www.ambiguous.ai/company"
   },
   "note": "联合创始人 Ryan Waliany（CEO）、Philip Lee（CTO）、Dan Hsiao（CPO）。免费档 5 人以内每月 1000 次 AI 动作（聚合库）。写入审阅机制没查到。"
  },
  {
   "name": "Busabase",
   "layer": "a1",
   "url": "https://busabase.com",
   "hq": "没查到",
   "desc": "面向 AI Agent 的开源数据库和工作空间：记录、文档、技能、应用放在一起，人和 Agent 共用。Agent 的写入是 Change Request（带说明、diff、作者）；凭证有写权限时直接生效，凭证只能提案或写入要求审阅时，进入收件箱等人批。有 MCP、OpenAPI、CLI 和 Agent skill。",
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "668",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/busabase/busabase"
    },
    {
     "k": "云版价格",
     "v": "Plus 每席每月10美元、Pro 20美元（年付），另有免费档和企业档",
     "date": "2026-11-02",
     "src": "https://busabase.com/llms.txt"
    }
   ],
   "open_source": "MIT；github.com/busabase/busabase，668 stars（2026-11-02，GitHub API）；可桌面版 / Docker 自托管，另有 Busabase Cloud",
   "users": {
    "v": "官网未公布用户数",
    "src": "https://busabase.com/llms.txt"
   },
   "agent_access": {
    "v": "官方 MCP 端点 busabase.com/api/mcp、OpenAPI（/api/v1/openapi.json）、CLI（npx busabase-cli）、Agent skill；llms.txt 2026-11-02 抓取",
    "src": "https://busabase.com/llms.txt"
   },
   "note": "按 busabase.com 与仓库公开内容写；公司所在地、成立时间、融资都没查到。"
  },
  {
   "name": "Dock",
   "layer": "a1",
   "url": "https://trydock.ai",
   "hq": "美国旧金山（YC 档案；aVenture 页写 Palo Alto）",
   "founded": 2026,
   "desc": "多人 Agent 工作空间：带名字、角色、持久记忆的 Agent 和人在同一空间里共用频道、文档、表格并交接工作，Agent 能主动接活。第一轮线索称有 MCP、REST、webhook，记录带 Agent 身份和审阅人；官网首页 2026-11-02 抓取时没提这些，需注意。",
   "funding": [
    {
     "date": "2026-09",
     "round": "首笔支票（未披露轮次）",
     "amount": "没查到",
     "lead": "SuccessVP（据其自述为首笔投资）",
     "post": "没查到",
     "src": "https://f4.fund/startups/trydock"
    }
   ],
   "key_data": [
    {
     "k": "公开上线",
     "v": "2026-09-09 开放等候名单 / 上线博客",
     "date": "2026-09-09",
     "src": "https://trydock.ai/audio/dock-a-company-of-ai-agents-in-one-workspace"
    }
   ],
   "users": {
    "v": "自报公开上线首周约 500 家公司注册（第一轮线索，未复核）",
    "src": "https://founderland.ai/articles/dock-launches-workspace-where-ai-agents-manage-departments-mudwohuh"
   },
   "agent_access": {
    "v": "第一轮线索：MCP + REST + webhook，记录带 Agent 身份与审阅人（aVenture 页）；官网首页未提 MCP / API",
    "src": "https://aventure.vc/companies/dock-palo-alto-ca-us/products-services/multiplayer-agent-workspace"
   },
   "note": "创始人 Mike Molinet、Govind Kavaturi，曾在 Branch 做到约1亿美元 ARR（YC 发布页）。偏「Agent 员工」，同时也像 a2；按 Will 口径放 a1。"
  },
  {
   "name": "Adapt",
   "layer": "a2",
   "url": "https://adapt.com",
   "hq": "美国旧金山",
   "founded": 2025,
   "desc": "「企业的 AI 电脑」：连各业务系统 API，每个任务在隔离沙箱里跑 Python/SQL，在 Slack、网页、浏览器扩展里让团队和 Agent 共用；可生成内部应用与看板（Adapt Apps），可设自然语言策略要求审批。",
   "total_raised": "约1300万美元（Seed 1000万 + 此前 Pre-seed 300万，Dealroom 聚合）",
   "funding": [
    {
     "date": "2026-01-29",
     "round": "种子轮",
     "amount": "1000万美元",
     "lead": "Activant Capital、Headline 共同领投（跟投：Susa Ventures、Predictive VC 及天使）",
     "post": "没查到",
     "src": "https://www.einpresswire.com/article_print/887706314/adapt-raises-10m-seed-to-become-the-ai-computer-for-business"
    }
   ],
   "key_data": [
    {
     "k": "创始人",
     "v": "Jim Benton（前 Chorus.ai CEO）、Sean Smith、John Andrew Entwistle",
     "date": "2026-02",
     "src": "https://app.dealroom.co/companies/adapt_1_6"
    },
    {
     "k": "合规",
     "v": "SOC 2 Type II；承诺不用客户数据训练",
     "date": "2026-10",
     "src": "https://theaiagentindex.com/agents/adapt"
    }
   ],
   "customers": [
    "DoNotPay",
    "Wander",
    "RevSend",
    "Stamped",
    "Landingsite.ai",
    "QC Growth"
   ],
   "open_source": "开源版本只开放候补名单，没有公开仓库（评测站，2026-10-06）",
   "users": {
    "v": "公开案例含 DoNotPay、Wander 等；用户数没查到",
    "src": "https://app.dealroom.co/companies/adapt_1_6"
   },
   "agent_access": {
    "v": "托管 MCP 服务器（beta，OAuth），Claude Code、Codex、Cursor、VS Code 可用 Adapt Agent 跑完整公司上下文（据 2026-10-06 独立评测）；endpoint app.adapt.com/mcp（RMCP 目录登记）。",
    "src": "https://theaiagentindex.com/agents/adapt"
   },
   "note": "媒体日期有 01-29（新闻稿）与 02 中（转载）两种，取新闻稿。成立年份与累计融资引自 Dealroom（聚合）；客户来自 SaaSHub 厂商自述页（聚合）。"
  },
  {
   "name": "Ando",
   "layer": "a2",
   "url": "https://www.ando.so",
   "hq": "美国旧金山",
   "founded": 2025,
   "desc": "为人和 Agent 一起工作设计的团队消息平台，Agent 以成员身份加入（有身份、私信、收件箱），可读写频道、线程、wiki、任务、文件；自带或第三方 Agent（Claude、Codex、Cursor 等）经 MCP 接入，访问范围按成员权限。",
   "total_raised": "2000万美元（Pre-seed + Seed 合计，公司口径）",
   "funding": [
    {
     "date": "2026-09-24",
     "round": "种子轮（含 Pre-seed，合计）",
     "amount": "2000万美元",
     "lead": "Accel、Index Ventures、Emergence Capital（跟投：Contrary Capital）",
     "post": "没查到",
     "src": "https://www.finsmes.com/2026/09/ando-raises-20m-in-seed-funding.html"
    }
   ],
   "key_data": [
    {
     "k": "创始人",
     "v": "Sara Du（CEO，Alloy Automation 联合创始人，Thiel Fellow），独自创业",
     "date": "2026-09",
     "src": "https://martechseries.com/sales-marketing/messaging/ando-launches-agent-native-messaging-platform-announces-20-million-seed/"
    }
   ],
   "users": {
    "v": "官网写「waitlist-gated」，用户数没查到（2026-10-22）",
    "src": "https://www.ando.so/vs/teams"
   },
   "agent_access": {
    "v": "官方托管 MCP 服务器 mcp.ando.so/mcp（streamable HTTP，OAuth 或 Agent API key），覆盖会话、消息、成员、wiki、文档、任务、文件；2026-10 官网文档；另有 Agent Plugin / Cursor 插件。",
    "src": "https://www.ando.so/features/bring-your-own-agent"
   },
   "note": "融资口径：Emergence 官方博客称 $20M seed，媒体称 Pre-seed + Seed 合计 $20M；领投分配以 FinSMEs/Dealroom 为聚合口径。成立年份依据播客「一年隐身」推断，未见官方年份。官网域名是 ando.so（不是 ando.com）。"
  },
  {
   "name": "Lua",
   "layer": "a2",
   "url": "https://heylua.ai",
   "hq": "英国伦敦",
   "desc": "自称人与 Agent 协作的操作系统：用 TypeScript 的 lua-cli 或自然语言搭建、部署、治理 Agent 团队，接 WhatsApp、Slack、邮件、Teams、语音等渠道；偏 Agent 劳动力平台，工作空间的记录库不是主体。",
   "total_raised": "580万美元（种子轮，公司新闻稿口径）",
   "funding": [
    {
     "date": "2026-04-16",
     "round": "种子轮",
     "amount": "580万美元",
     "lead": "Norrsken22（跟投：Flourish Ventures、20VC、P1 Ventures、Phosphor Capital、Y Combinator 及天使）",
     "post": "没查到",
     "src": "https://www.manilatimes.net/2026/04/16/tmt-newswire/globenewswire/lua-raises-58m-to-help-build-operating-system-for-human-and-agent-collaboration/2322105"
    }
   ],
   "key_data": [
    {
     "k": "创始人",
     "v": "Lorcan O'Cathain（CEO）、Stefan Kruger（联合创始人）",
     "date": "2026-04",
     "src": "https://www.siliconrepublic.com/start-ups/irish-co-founded-ai-start-up-lua-raises-5-8m"
    }
   ],
   "open_source": "lua-cli 在 npm 公开发布；仓库许可证与星数本轮没取到",
   "users": {
    "v": "已在非洲、亚洲新兴市场及欧美有客户部署；数量没查到（2026-04）",
    "src": "https://www.finsmes.com/2026/04/lua-raises-5-8m-in-funding.html"
   },
   "agent_access": {
    "v": "官方 CLI lua-cli（3.33.0，2026-10）；文档提供只读 docs MCP 服务器 docs.heylua.ai/mcp；公开 HTTP chat API api.heylua.ai（API Evangelist 目录）。",
    "src": "https://docs.heylua.ai/build-with-ai/docs-mcp"
   },
   "note": "注册名 Lua Global Inc。是否入 a2 层可再议：其重心是 Agent 搭建平台。"
  },
  {
   "name": "PromptQL（Hasura）",
   "layer": "a2",
   "url": "https://promptql.io",
   "hq": "美国旧金山（法律主体仍为 Hasura, Inc.）",
   "founded": 2017,
   "desc": "由 Hasura 转型的多人共享 AI 工作台：团队在同一线程里让 Bot 查询数据库、SaaS、跑分析和自动化，带团队 wiki 记录业务口径，权限跟触发者走，沙箱执行；有 TypeScript SDK、可被其他 Agent 调用。",
   "valuation": {
    "v": "$1B",
    "kind": "约10亿美元（2022-02 C 轮报道口径，非 PromptQL 新估值）",
    "date": "2022-02",
    "src": "https://startuporiginals.in/companies/hasura"
   },
   "total_raised": "约1.365亿美元（Hasura 累计，聚合库口径）",
   "funding": [
    {
     "date": "2022-02-22",
     "round": "C 轮（Hasura）",
     "amount": "1亿美元",
     "lead": "Greenoaks Capital（跟投：Nexus、Lightspeed、Vertex、STRIVE）",
     "post": "约10亿美元（报道口径）",
     "src": "https://startuporiginals.in/companies/hasura"
    }
   ],
   "key_data": [
    {
     "k": "「2026 融 6300 万美元」说法",
     "v": "仅 ai-market-watch 一篇标题，未见原始公告，不采信",
     "date": "2026-03-31",
     "src": "https://www.ai-market-watch.com/news/promptql-63m-raised"
    }
   ],
   "open_source": "PromptQL 不开源；Hasura GraphQL Engine 开源（hasura/graphql-engine，星数本轮未取）",
   "users": {
    "v": "据创始人公开复盘（经中文自媒体转述）2026-08 签下首个八位数财富 500 强订单；官方未核",
    "src": "http://mp.weixin.qq.com/s?__biz=Mzg3NTk3MzQ4MQ==&mid=2247511262&idx=1&sn=f223ef010f83ea09bb7f1b00927ae496"
   },
   "agent_access": {
    "v": "官方 TypeScript SDK @hasura/promptql（v2 alpha，2026-06）；用户目录可建 bot 账号并发带 MCP scope 的个人访问令牌。",
    "src": "https://www.npmjs.com/package/@hasura/promptql"
   },
   "note": "2026 年的新融资在 Hasura 一侧无原始公告；聚合库累计 1.365 亿与 Altis 的 SEC 备案累计 1.378 亿略有差（聚合）。2026-07 播客称创始团队 2 月起迁出 Slack，产品定位替代 Slack。"
  },
  {
   "name": "Reload",
   "layer": "a2",
   "url": "https://reload.chat",
   "hq": "美国旧金山",
   "founded": 2025,
   "desc": "AI 员工管理平台，现主打 Agent 团队聊天空间：Agent 以成员身份在频道、私信发言，共用任务清单和共享记忆图谱，可设角色权限和审批；首款产品 Epic 是给编码 Agent 做架构记忆的 AI 架构师。",
   "total_raised": "227.5万美元",
   "funding": [
    {
     "date": "2026-02-19",
     "round": "Pre-seed",
     "amount": "227.5万美元",
     "lead": "Anthemis（跟投：Zeal Capital Partners、Plug and Play、Cohen Circle、Axiom、Blueprint）",
     "post": "没查到",
     "src": "https://www.finsmes.com/2026/02/reload-raises-2-275m-in-pre-seed-funding.html"
    }
   ],
   "key_data": [
    {
     "k": "创始人",
     "v": "Newton Asare（CEO）、Kiran Das",
     "date": "2026-02",
     "src": "https://dig.watch/updates/reload-launches-epic-to-bring-shared-memory-and-structure-to-ai-agents"
    }
   ],
   "users": {
    "v": "团队 2-10 人（聚合）；用户数没查到",
    "src": "https://www.ai-market-watch.com/company/reload"
   },
   "agent_access": {
    "v": "官方托管 MCP 服务器 mcp.reload.chat/mcp（Bearer API key，文档 2026-05），Claude Code、Cursor、Codex、Devin、OpenClaw、Hermes 可接；另有 REST API、TypeScript 与 Python SDK（34 个工具，据 API Evangelist 目录）。",
    "src": "https://docs.reload.chat/agents/connecting"
   },
   "note": "TechCrunch 报道 2026-02-19；个别稿称 seed，FinSMEs 与创始人 LinkedIn 称 pre-seed，取 pre-seed。"
  },
  {
   "name": "SageOx",
   "layer": "a2",
   "url": "https://sageox.ai",
   "hq": "美国西雅图",
   "founded": 2026,
   "desc": "面向 AI 编码团队的共享上下文基础设施（hivemind）：ox 命令行自动录制人与 Agent 的编码会话、决策与意图，存进团队共享的 git 历史，之后每个 Agent 会话开场先读团队上下文。",
   "total_raised": "1500万美元",
   "funding": [
    {
     "date": "2026-05-05",
     "round": "种子轮",
     "amount": "1500万美元",
     "lead": "Canaan Partners（跟投：A.Capital、Pioneer Square Labs、Founders' Co-op 及战略天使）",
     "post": "Dealroom 估计企业价值 6000-9000 万美元（聚合，非官方）",
     "src": "https://www.tradeshownews.com/news/home/20260506467841/en/Humans-and-AI-Agents-Are-Now-Coworkers-But-Not-Yet-a-Team.-SageOx-Raises-%2415M-to-Fix-That."
    }
   ],
   "key_data": [
    {
     "k": "创始人",
     "v": "Ajit Banerjee（CEO，前 Hugging Face / Meta / Amazon / Apple）、Ryan Snodgrass（CTO）、Milkana Brace（CPO）",
     "date": "2026-05",
     "src": "https://venturebeat.com/technology/ai-agents-are-missing-all-the-discussions-your-team-is-having-sageox-has-an-answer-agentic-context-infrastructure"
    }
   ],
   "customers": [
    "Mark OS"
   ],
   "open_source": "CLI 开源：MIT，github.com/sageox/ox，2026-11-02 星数 67（GitHub API）；云端服务不开源",
   "users": {
    "v": "新闻稿引用客户 Mark OS（CEO 评价）；规模没查到",
    "src": "https://www.tradeshownews.com/news/home/20260506467841/en/Humans-and-AI-Agents-Are-Now-Coworkers-But-Not-Yet-a-Team.-SageOx-Raises-%2415M-to-Fix-That."
   },
   "agent_access": {
    "v": "官方 CLI ox（Go，Homebrew/脚本安装，v0.14.3 于 2026-08），通过 Claude Code、Codex、Cursor 等 Agent 钩子自动录制并注入上下文；写入进团队 git 历史，可查可回溯；暂无企业自托管。",
    "src": "https://github.com/sageox/ox"
   },
   "note": "偏编码团队场景，与类 Notion 工作空间距离较远，更像团队共享记忆。成立月份只见 Dealroom（聚合）。"
  },
  {
   "name": "Scuba",
   "layer": "a2",
   "url": "https://scuba.app",
   "hq": "New York",
   "founded": 2025,
   "desc": "团队与 agent 共享的上下文引擎，经 MCP 把团队资料给 Claude、ChatGPT、Cursor",
   "total_raised": "累计融资 $34M",
   "funding": [
    {
     "date": "2026-10",
     "round": "Pre-seed + 种子",
     "amount": "$34M（两轮合计）",
     "lead": "Accel；种子轮 Accel 与 IVP 共同领投",
     "src": "https://upstartsmedia.com/p/exclusive-slack-alums-launch-scuba"
    }
   ],
   "key_data": [],
   "customers": [],
   "note": "公司法律名 Flashback AI Inc.，创始人是前 Slack CPO Noah Desai Weiss。没有用量和客户数字。放 c1（团队上下文），也可归 m1。"
  },
  {
   "name": "Cognee",
   "layer": "a3",
   "url": "https://www.cognee.ai",
   "hq": "Berlin",
   "founded": 2024,
   "desc": "开源的 agent 记忆图谱：把非结构化数据变成 agent 可用的知识层",
   "total_raised": "累计融资 $7.5M",
   "funding": [
    {
     "date": "2026-02",
     "round": "种子轮",
     "amount": "$7.5M",
     "lead": "Pebblebed",
     "src": "https://www.cognee.ai/cognee-raises-seven-million-five-hundred-thousand-dollars-seed"
    }
   ],
   "key_data": [
    {
     "k": "生产部署数",
     "v": "70+",
     "date": "2026-02",
     "src": "https://www.cognee.ai/cognee-raises-seven-million-five-hundred-thousand-dollars-seed"
    },
    {
     "k": "PyPI 单日下载峰值",
     "v": "约 2 万",
     "date": "2026-08",
     "src": "https://x.com/tricalt/status/2087546393267237332"
    }
   ],
   "customers": [
    "Bayer"
   ],
   "note": "记忆。日下载是单日尖峰，创始人自己说可能有机器人。"
  },
  {
   "name": "Engram",
   "layer": "a3",
   "url": "https://engram.com",
   "hq": "美国旧金山（FinSMEs 口径）；CEO 为以色列研究者，团队出自 Stanford",
   "founded": 2025,
   "desc": "学习型记忆层：用适配器 / LoRA 把一个组织的文档与交互训进开源模型，称可用 1%-10% 的 token 达到前沿模型水平；首个产品是在开源模型上训练 engram 的 API。与 Notion 合作做懂每个工作空间的 Custom Agents，与 Harvey 合作，与 Microsoft 在 M365 试点。",
   "valuation": {
    "v": "$600M",
    "kind": "约6亿美元投后（Calcalist 报道，2026-06）",
    "date": "2026-06",
    "src": "https://www.cnbc.com/2026/06/23/ai-memory-startup-focused-on-cutting-token-costs-raises-98-million.html"
   },
   "total_raised": "9800万美元",
   "funding": [
    {
     "date": "2026-06-23",
     "round": "首轮（种子口径）",
     "amount": "9800万美元",
     "lead": "General Catalyst、Kleiner Perkins、Sequoia（跟投：Factory、Modern、Amplify Partners、Neo；天使含 Andrej Karpathy、Assaf Rappaport、Pieter Abbeel）",
     "post": "约6亿美元（Calcalist 报道，公司新闻稿未写估值）",
     "src": "https://www.cnbc.com/2026/06/23/ai-memory-startup-focused-on-cutting-token-costs-raises-98-million.html"
    }
   ],
   "key_data": [
    {
     "k": "效率声明",
     "v": "用 1%-10% token 匹配或超过前沿模型；约 100 token 答出前沿模型要 10 万 token 的问题（公司/合作方口径）",
     "date": "2026-06",
     "src": "https://www.cnbc.com/2026/06/23/ai-memory-startup-focused-on-cutting-token-costs-raises-98-million.html"
    }
   ],
   "customers": [
    "Notion",
    "Harvey",
    "Microsoft（合作/试点）"
   ],
   "users": {
    "v": "13 名员工；合作方 Notion、Harvey、Microsoft（2026-06）",
    "src": "https://qz.com/engram-ai-memory-startup-98-million-funding-062426"
   },
   "agent_access": {
    "v": "第一个产品是 API（在开源模型上训练 engram）；没查到官方 MCP / CLI。",
    "src": "https://www.linkedin.com/posts/engram-lab_were-engram-we-train-ai-on-your-unique-activity-7475231605708546049-ZpJf"
   },
   "note": "CEO Dan Biderman，联合创始人含 Jessy Lin、Sabri Eyuboglu、Jack Morris、Scott Linderman。与 DeepSeek 的 Engram 架构同名但无关。总部仅 FinSMEs 写旧金山，其他稿未核。"
  },
  {
   "name": "Letta",
   "layer": "a3",
   "url": "https://www.letta.com",
   "hq": "San Francisco",
   "founded": 2024,
   "desc": "MemGPT 团队做的有状态 agent 平台，持久记忆，现主推 Letta Code",
   "valuation": {
    "v": "$70M",
    "date": "2024-09",
    "kind": "投后",
    "src": "https://techcrunch.com/2024/09/23/letta-one-of-uc-berkeleys-most-anticipated-ai-startups-has-just-come-out-of-stealth"
   },
   "total_raised": "累计融资 $10M",
   "funding": [
    {
     "date": "2024-09",
     "round": "种子轮",
     "amount": "$10M",
     "lead": "Felicis",
     "post": "$70M 投后",
     "src": "https://techcrunch.com/2024/09/23/letta-one-of-uc-berkeleys-most-anticipated-ai-startups-has-just-come-out-of-stealth"
    }
   ],
   "key_data": [],
   "note": "2026-03 起重心转到编程 agent Letta Code，旧版服务端 API 已归档；放在 s3 是按「agent 状态 / 记忆」定位。2024 种子之后未见新融资公告。"
  },
  {
   "name": "Mem0",
   "layer": "a3",
   "url": "https://mem0.ai",
   "hq": "San Francisco",
   "founded": 2023,
   "desc": "给 agent 的记忆层 API，开源可自托管",
   "total_raised": "累计融资 $24M",
   "funding": [
    {
     "date": "2025-10",
     "round": "种子 + A 轮",
     "amount": "$24M",
     "lead": "A 轮 Basis Set；种子 Kindred",
     "src": "https://mem0.ai/series-a"
    }
   ],
   "key_data": [
    {
     "k": "季度 API 调用",
     "v": "3,500 万（2025 Q1）→ 1.86 亿（2025 Q3）",
     "date": "2025-10",
     "src": "https://mem0.ai/series-a"
    },
    {
     "k": "开发者数",
     "v": "15 万+",
     "date": "2026-10",
     "src": "https://mem0.ai"
    }
   ],
   "customers": [],
   "note": "记忆。自称 AWS Agent SDK「独家」记忆提供方，但 Strands 需另装包，AWS 自己也有 AgentCore Memory，不宜当事实。2026 年调用量未再公布。"
  },
  {
   "name": "MemTensor 记忆张量（MemOS）",
   "layer": "a3",
   "url": "https://memos.openmem.net",
   "hq": "中国上海浦东",
   "founded": 2024,
   "desc": "记忆驱动的基座模型公司：MemOS 是开源的 Agent 记忆操作系统（跨任务记忆、混合检索、技能复用），提供云 API、本地版和 OpenClaw/Hermes 等插件、CLI、MCP；在做记忆原生基座模型 Metis。",
   "total_raised": "数亿元人民币（按两轮报道推算，公司未披露总额）",
   "funding": [
    {
     "date": "2026-09-03",
     "round": "Pre-A+",
     "amount": "未披露",
     "lead": "东方富海（追加：上国投孚腾资本；跟投：要弘创投、无锡新尚资本）",
     "post": "没查到",
     "src": "https://m.thepaper.cn/newsDetail_forward_34006766"
    },
    {
     "date": "2026-07-20",
     "round": "Pre-A",
     "amount": "亿元级（人民币）",
     "lead": "华为哈勃、荣耀战投、商汤国香资本、深创投、和玉资本（领投未区分）",
     "post": "没查到",
     "src": "https://www.stdaily.com/web/gdxw/2026-07/21/content_550809.html"
    }
   ],
   "key_data": [
    {
     "k": "GitHub 星数",
     "v": "12,229，forks 1,102",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/MemTensor/MemOS"
    },
    {
     "k": "创始团队",
     "v": "熊飞宇（CEO，前阿里业务中台数据智能负责人）、杨泓康（首席科学家）、李志宇（CTO）",
     "date": "2026-09",
     "src": "https://finance.eastmoney.com/a/202609043865397465.html"
    }
   ],
   "open_source": "Apache-2.0，github.com/MemTensor/MemOS，2026-11-02 星数 12,229（GitHub API）",
   "users": {
    "v": "MemOS 云服务月调用量超 5000 万次、500+ 企业客户（公司自述，2026-09）",
    "src": "https://m.thepaper.cn/newsDetail_forward_34006766"
   },
   "agent_access": {
    "v": "官方 MCP 与 CLI、OpenClaw / Hermes / DeepSeek Harness 插件、云 API 与 Skill（README 与 npm，2026-10）。",
    "src": "https://www.repoportal.com/en/memtensor-memos"
   },
   "note": "成立时间口径：东方财富写公司成立于 2024-11，公司叙事从 2023 年 Memory³ 起算，取前者。7 月 Pre-A 的领投未区分。"
  },
  {
   "name": "Supermemory",
   "layer": "a3",
   "url": "https://supermemory.ai",
   "hq": "San Francisco",
   "founded": 2024,
   "desc": "agent 记忆 API，2026-09 起关掉 C 端产品专做 API",
   "total_raised": "累计融资约 $3M",
   "funding": [
    {
     "date": "2025-10",
     "round": "种子轮",
     "amount": "$3M",
     "lead": "Susa Ventures",
     "src": "https://x.com/DhravyaShah/status/1975244767199138216"
    }
   ],
   "key_data": [
    {
     "k": "大客户每月处理 tokens",
     "v": "每家 1,000 亿+（创始人自述）",
     "date": "2026-08",
     "src": "https://x.com/DhravyaShah/status/2089774498606199143"
    },
    {
     "k": "终端用户",
     "v": "1,000 万（客户的终端用户）",
     "date": "2026-09",
     "src": "https://x.com/DhravyaShah/status/2101556714487325069"
    }
   ],
   "customers": [],
   "note": "记忆。TechCrunch 写 $2.6M，创始人写 $3M。天使含 Jeff Dean。规模门槛不够，按协调要求收入。"
  },
  {
   "name": "Zep",
   "layer": "a3",
   "url": "https://www.getzep.com",
   "hq": "San Francisco",
   "founded": 2023,
   "desc": "基于时序知识图谱（开源 Graphiti）的 agent 记忆服务",
   "total_raised": null,
   "funding": [],
   "key_data": [
    {
     "k": "Graphiti GitHub 星",
     "v": "3 万",
     "date": "2026-08",
     "src": "https://x.com/zep_ai/status/2089736587978371544"
    }
   ],
   "customers": [],
   "note": "记忆。YC 出身，种子额各家不一，不写。451 Research 2026-04 报告称其接近 $1M ARR（报告 PDF 转载在官网，具体链接未核，故不写 rev）。"
  },
  {
   "name": "APITable / AITable.ai（维格表 Vika）",
   "layer": "d1",
   "url": "https://aitable.ai",
   "hq": "深圳（维格智数，运营主体）；国际版主体香港注册",
   "founded": 2019,
   "desc": "维格表（Vika）的开源社区版 APITable（2023-01-31 开源）与国际版 AITable.ai，API 优先的多维表格，叙事是「给 AI 用的数据库」。官方 MCP 没查到。仓库最近一次提交 2026-09-06，活跃度低。",
   "funding": [
    {
     "date": "2019-09-25",
     "round": "天使轮",
     "amount": "近千万元人民币",
     "lead": "IDG 资本、天图资本",
     "post": "没查到",
     "src": "https://baike.baidu.com/item/%E7%BB%B4%E6%A0%BC%E8%A1%A8/53929491"
    },
    {
     "date": "2020 年末",
     "round": "Pre-A 与 Pre-A+",
     "amount": "两轮合计超千万美元",
     "lead": "Pre-A 靖亚资本领投（五源资本跟投）；Pre-A+ 高瓴创投领投（靖亚、五源跟投）",
     "post": "没查到",
     "src": "https://baike.baidu.com/item/%E7%BB%B4%E6%A0%BC%E8%A1%A8/53929491"
    }
   ],
   "key_data": [
    {
     "k": "GitHub star",
     "v": "15,659",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/apitable/apitable"
    }
   ],
   "open_source": "AGPL-3.0；github.com/apitable/apitable；15,659 star（2026-11-02）；最近 push 2026-09-06",
   "note": "融资全部出自百度百科和公司招聘稿，无一手公告；百科称 2025–2026 股东变更为 Vika Limited，细节未读到。官网「关于」页里程碑与百科一致（r1 线索）。"
  },
  {
   "name": "Baserow",
   "layer": "d1",
   "url": "https://baserow.io",
   "hq": "荷兰（Baserow B.V.；Owler 写赞丹，Tracxn 写阿姆斯特丹）",
   "founded": 2019,
   "desc": "开源无代码数据库与应用构建器。内置官方 MCP 服务器（2025-06 起，实例运行即可用，遵守角色权限），2.0（2025-11-18）加 AI 助手、AI 字段、应用构建器与自动化。",
   "total_raised": "约 500万欧元（公司自述）；CB Insights 聚合累计 599万美元，PitchBook 531万美元",
   "funding": [
    {
     "date": "2022-07",
     "round": "种子轮",
     "amount": "500万欧元（Baserow 年度回顾写「€5m 种子」）",
     "lead": "没查到领投（投资方含 Inkef、firstminute Capital、Seedcamp、Foreword 等，tech.eu 报道）",
     "post": "没查到",
     "src": "https://baserow.io/blog/baserow-in-2022-year-in-review"
    },
    {
     "date": "2025-03-19",
     "round": "种子 II 轮（聚合）",
     "amount": "约90万美元",
     "lead": "Seedcamp（聚合）",
     "post": "没查到",
     "src": "https://www.cbinsights.com/company/baserow/financials"
    }
   ],
   "key_data": [
    {
     "k": "Baserow 2.0",
     "v": "2025-11-18 发布",
     "date": "2025-11-18",
     "src": "https://siliconcanals.com/baserow-no-code-european-approach-ai-privacy/"
    },
    {
     "k": "GitHub star",
     "v": "6,259",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/baserow/baserow"
    }
   ],
   "open_source": "MIT 为主；premium/ 与 enterprise/ 目录另有商业许可；github.com/baserow/baserow；6,259 star（2026-11-02，项目曾在 GitLab，后迁 GitHub，star 偏低）",
   "users": {
    "v": "2025 年活跃 SaaS 用户 15 万（增长 2.3 倍，引自公司年度回顾，经第三方整理）",
    "src": "https://oleksiyp.github.io/knowledge-bases/b/oss-kb/c/projects/web-platforms/baserow/"
   },
   "agent_access": {
    "v": "内置官方 MCP 服务器（Streamable HTTP + 令牌），2025-06-06 博客发布，可对表、行读写；2.0 称含 MCP 服务器；文档在 baserow.io/docs",
    "src": "https://baserow.io/blog/baserow-mcp-server-ai-integration"
   },
   "note": "r1 的「510万美元」是 LeadIQ/PitchBook 对 500万欧元的换算，不是另一笔。公司年度回顾页没有写领投方。聚合：CB Insights、PitchBook、Latka、Owler。"
  },
  {
   "name": "Grist",
   "layer": "d1",
   "url": "https://www.getgrist.com",
   "hq": "美国纽约（Grist Labs；法国政府部门是重要用户）",
   "founded": 2014,
   "desc": "开源电子表格 + 关系数据库。官方 MCP 服务器 2026-06 上线，OAuth 登录，对托管版和完整版（full edition）开放，细分工具权限；MCP 与 OAuth 在专有的 full edition 里，开源的 grist-core 不含。",
   "funding": [
    {
     "date": "2026-01",
     "round": "种子轮",
     "amount": "未披露",
     "lead": "天使投资人，Perry Tam 领投",
     "post": "没查到",
     "src": "https://www.getgrist.com/blog/a-new-chapter-for-grist-labs-scaling-for-the-era-of-sovereignty/"
    }
   ],
   "key_data": [
    {
     "k": "MCP 上线",
     "v": "2026-06 通讯宣布，托管版 + full edition",
     "date": "2026-06",
     "src": "https://support.getgrist.com/newsletters/2026-06/"
    },
    {
     "k": "GitHub star",
     "v": "12,044",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/gristlabs/grist-core"
    }
   ],
   "customers": [
    "法国 DINUM",
    "ANCT（政府部门",
    "欧盟 OSOR 报道）"
   ],
   "open_source": "grist-core Apache-2.0，github.com/gristlabs/grist-core，12,044 star（2026-11-02）；MCP、OAuth、自动化、审计日志流在专有 full edition（gristlabs/grist 镜像），纯开源镜像是 grist-oss",
   "users": {
    "v": "法国政府已把 Grist 放进 Suite Numérique（欧盟 OSOR 2026-01）；团队约 12 人（Crustdata，2026-08，聚合）",
    "src": "https://interoperable-europe.ec.europa.eu/collection/open-source-observatory-osor/news/grist-joins-suite-numerique-public-administration"
   },
   "agent_access": {
    "v": "官方 MCP 服务器，2026-06 通讯宣布对托管版和完整版开放；grist-core v1.7.15（2026-06）起含 OAuth/OIDC 与逐工具权限检查",
    "src": "https://support.getgrist.com/newsletters/2026-06/"
   },
   "note": "startups.fm 聚合页写累计融资 1200 万美元、Bain Capital Ventures，与公司 2026-04 公告「天使种子轮」冲突，未找到一手来源，不采用。Crustdata 写成立 2014，NoCodeWorkflows 聚合写约 2019，冲突。"
  },
  {
   "name": "NocoDB",
   "layer": "d1",
   "url": "https://www.nocodb.com",
   "hq": "美国旧金山（Business Wire 稿）",
   "founded": 2021,
   "desc": "把已有数据库变成智能表格的界面，可连 MySQL、Postgres 等真库。官方 MCP：云版 app.nocodb.com/mcp 用 OAuth 登录，所有版本都能查改记录，云版与付费自托管还能管表、字段、视图、工作流和权限。",
   "total_raised": "1050万美元（公司公告；Tracxn 聚合写 2100万，疑似把同一轮重复计入，不采用）",
   "funding": [
    {
     "date": "2022-10-10",
     "round": "种子轮",
     "amount": "1050万美元",
     "lead": "Decibel、OSS Capital（跟投：Uncorrelated Ventures、Together Fund，天使含 Ram Shriram、Matt Mullenweg、Naval Ravikant 等）",
     "post": "没查到",
     "src": "https://www.businesswire.com/news/home/20221007005570/en/5302806/"
    }
   ],
   "key_data": [
    {
     "k": "许可证变更",
     "v": "AGPL-3.0 → Sustainable Use License，自 2026-01-09",
     "date": "2026-01-09",
     "src": "https://product-feed.nocodb.com/docs/self-hosting/license"
    },
    {
     "k": "GitHub star",
     "v": "65,411",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/nocodb/nocodb"
    }
   ],
   "customers": [
    "American Express",
    "Google",
    "McAfee",
    "Walmart（2022-10 公司稿称其开源版用户）"
   ],
   "open_source": "2026-01-09 起由 AGPL-3.0 改为 Sustainable Use License（fair-code，源码可见，非 OSI 开源，禁止把 NocoDB 本身当托管服务卖）；github.com/nocodb/nocodb；65,411 star（2026-11-02）",
   "users": {
    "v": "2026-01 公司称 2.5 万家以上组织免费使用（NocoDB 改许可证公告，Cloudron 论坛引文，非原文）；2022-10：700 万次 Docker 下载、2000 多家机构",
    "src": "https://forum.cloudron.io/topic/14918/heads-up-nocodb-is-no-longer-open-source./3"
   },
   "agent_access": {
    "v": "官方 MCP 服务器：云版 https://app.nocodb.com/mcp（OAuth）；许可版自托管 /mcp；社区版用连接 URL + 令牌，仅记录工具；文档页日期 2026-10-21 至 28",
    "src": "https://nocodb.com/docs/mcp"
   },
   "note": "创始人 CEO 常被称英国人，公司稿地址为旧金山。r1 称 PitchBook 有 2025-08 一笔无金额「后期 VC」，未核实。"
  },
  {
   "name": "Teable",
   "layer": "d1",
   "url": "https://www.teable.ai",
   "hq": "中国深圳（深圳小茶桌信息科技有限公司；Tracxn 聚合写旧金山）",
   "founded": 2023,
   "desc": "基于 PostgreSQL 的多维表格 / 无代码数据库，主打大数据量与实时协同。2025-09 发布 Teable 2.0「AI Database Agent」（对话建库、生成应用、自动化）。官方 Teable Skill 与 MCP：客户端按用户权限读写记录、查表结构、调 API，可吊销。",
   "total_raised": "数百万美元（仅此一轮，金额未披露）",
   "funding": [
    {
     "date": "2025-09-18",
     "round": "天使轮",
     "amount": "数百万美元（金额未披露）",
     "lead": "真格基金、BV 百度风投、祥峰投资（均未标领投）",
     "post": "没查到",
     "src": "https://eu.36kr.com/en/newsflashes/3471761355134598"
    }
   ],
   "key_data": [
    {
     "k": "Teable 2.0 AI Database Agent",
     "v": "2025-09-16 在 X 发布",
     "date": "2025-09-16",
     "src": "https://m.chinaventure.com.cn/news/108-20250918-388066.html"
    },
    {
     "k": "GitHub star",
     "v": "21,951",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/teableio/teable"
    }
   ],
   "open_source": "混合许可：核心应用（nestjs-backend、nextjs-app）AGPL-3.0；packages 下 SDK 为 MIT；另有企业版目录；github.com/teableio/teable；21,951 star（2026-11-02）",
   "users": {
    "v": "用户遍布 100 多个国家（真格合伙人原话，投中网 2025-09）；开源 8 个月 1.3 万 star（创始人 2024-12 文章）",
    "src": "https://m.chinaventure.com.cn/news/108-20250918-388066.html"
   },
   "agent_access": {
    "v": "官方 MCP 服务器与 Skill，OAuth 登录，开发者工具页里有 Claude Code / Codex / Cursor 配置（帮助页日期 2026-10-26）",
    "src": "https://help.teable.ai/en/basic/ai/teable-skill"
   },
   "note": "创始人曾参与飞书多维表格早期与维格表（Vika）技术，属公开报道，不涉及客户。Tracxn 页写「未融资」与新闻冲突，以新闻为准。成立月份没查到。"
  },
  {
   "name": "Directus（Monospace Inc.）",
   "layer": "d2",
   "url": "https://directus.com",
   "hq": "美国纽约",
   "founded": 2020,
   "desc": "给任意 SQL 数据库套一层 REST/GraphQL API 和可视化 Studio，工程师管 schema 和权限，非技术同事和 AI Agent 直接在实时数据上工作；自带原生 MCP 服务器和 Studio 内 AI 助手，权限细到字段级。",
   "revenue": {
    "v": "$8M",
    "kind": "Owler 估计年收入约800万美元（聚合，口径不明，未见公司披露）",
    "date": "",
    "src": "https://www.owler.com/company/directus6"
   },
   "total_raised": "约850万美元（SiliconANGLE 2022-11 口径：A 轮后累计）。CEO 在 2025-05 自述文章里称累计约1700万美元（CSDN 转载译文标题），两处口径冲突，未找到原文数字拆分。",
   "funding": [
    {
     "date": "2022-11-09",
     "round": "A 轮",
     "amount": "700万美元",
     "lead": "True Ventures（跟投：Handshake Ventures，种子轮投资方）",
     "post": "没查到",
     "src": "https://siliconangle.com/2022/11/10/directus-nabs-7m-build-open-data-platform-enterprise/"
    }
   ],
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "38,800",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/directus/directus"
    },
    {
     "k": "团队规模",
     "v": "50+ 人（CEO 2025-05 自述）",
     "date": "2025-05",
     "src": "https://csdnnews.blog.csdn.net/article/details/147759645"
    }
   ],
   "customers": [
    "Bose",
    "Adobe",
    "Tripadvisor（TechCrunch 2022-11 报道）"
   ],
   "open_source": "源码可见，非 OSI 开源：2023 从 GPLv3 转 BSL，2026-06-10 v12 起改用自家 Monospace Sustainable Core License（4 年后转 GPLv3）；github.com/directus/directus，38,800 stars（2026-11-02 取自 GitHub API）。年收入低于500万美元且员工少于50人可免费申请授权。",
   "users": {
    "v": "npm 页自述 4500万+下载、50万+项目部署（2026-08）",
    "src": "https://www.npmjs.com/package/directus?activeTab=readme"
   },
   "agent_access": {
    "v": "官方远程 MCP 服务器（需 Directus v11.12+），支持 OAuth 或静态 token，权限、禁止删除开关沿用 Directus 设置；另有本地 MCP 方案。写入由角色权限控制，未见专门的审阅队列。",
    "src": "https://directus.com/docs/guides/ai/mcp/installation"
   },
   "note": "种子轮约100万美元据 CEO 自述译文（二手），未找到原始公告。许可证口径：GitHub API 标 NOASSERTION，许可变更时间据 oleksiyp 聚合库，未逐条核官方公告。"
  },
  {
   "name": "Mathesar（Mathesar Foundation）",
   "layer": "d2",
   "url": "https://mathesar.org",
   "hq": "美国（非营利，城市没查到）",
   "founded": 2021,
   "desc": "给 Postgres 一个像电子表格的界面，团队成员直接查看、编辑、查询库里的数据，沿用 Postgres 原生权限；2026-06 推出云版公测。官方页面没提 MCP / Agent，更多是「真数据库上的共享界面」。",
   "total_raised": "300万美元捐赠，另有 GitHub Sponsors / Open Collective 小额捐助",
   "funding": [
    {
     "date": "2024-03-27",
     "round": "非营利捐赠（非股权）",
     "amount": "300万美元",
     "lead": "Reid Hoffman Foundation",
     "post": "不适用",
     "src": "https://mathesar.org/blog/2024/03/28/mathesar-foundation-announcement.html"
    }
   ],
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "5,169",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/mathesar-foundation/mathesar"
    },
    {
     "k": "云版公测",
     "v": "2026-06-16 宣布 Mathesar Cloud 早期公测",
     "date": "2026-06-16",
     "src": "https://mathesar.org/blog/2026/06/17/announcing-mathesar-cloud"
    }
   ],
   "open_source": "GPL-3.0；github.com/mathesar-foundation/mathesar，5,169 stars（2026-11-02 取自 GitHub API）；0.11.0（2026-05）",
   "agent_access": {
    "v": "官网未提 MCP / AI；没查到官方 MCP",
    "src": "https://mathesar.org"
   },
   "note": "CEO 为 Kriti Godey（官方公告）。成立年份按 GitHub 仓库创建 2021-03 写。"
  },
  {
   "name": "Outerbase",
   "layer": "d2",
   "url": "https://www.outerbase.com",
   "hq": "美国旧金山",
   "founded": 2022,
   "desc": "面向开发者的数据库界面（在浏览器里查看、编辑、查询、可视化数据，支持 SQLite / Postgres 等），2025-04 被 Cloudflare 收购，目标是改进 Cloudflare Workers 上的数据库和 Agent 开发体验。",
   "total_raised": "约50万美元（聚合：Tracxn / CB Insights）",
   "funding": [
    {
     "date": "2023",
     "round": "种子轮",
     "amount": "50万美元（Tracxn 聚合口径，含加速器）",
     "lead": "Y Combinator、Surface Ventures、Goodwater 等（渠道新闻稿口径，具体领投未披露）",
     "post": "没查到",
     "src": "https://www.channelnews.fr/cloudflare-acquiert-outerbase-144459"
    }
   ],
   "owner": "Cloudflare 收购，2025-04-07，价格未披露",
   "open_source": "有开源数据库界面项目（github.com/outerbase/studio），许可证和 2026-11-02 star 数没查到（API 限流）",
   "agent_access": {
    "v": "官方博客称被收购后团队将改造 Cloudflare 内数据库的查看、编辑、可视化体验；独立的 MCP 产品未见。",
    "src": "https://blog.cloudflare.com/cloudflare-acquires-outerbase-database-dx/"
   },
   "note": "融资金额来自 Tracxn、CB Insights 聚合，原始公告未找到。仓库 outerbase/studio 的 stars 和许可证未取到（GitHub API 限流）。"
  },
  {
   "name": "Saltcorn",
   "layer": "d2",
   "url": "https://saltcorn.com",
   "hq": "英国伦敦（Saltcorn Collective Ltd）",
   "founded": 2020,
   "founded_month": "2020-03",
   "desc": "开源无代码数据库应用构建器：关系型数据表加视图、页面、工作流，自带 AI Copilot 和 Agent 模块；Agent 模块可以连接外部 MCP 服务器、调用 Saltcorn 动作和工作流，并有「计划审批」步骤让人确认。主要是 Saltcorn 去用 MCP，对外暴露 MCP 的官方说法未见。",
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "2,088",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/saltcorn/saltcorn"
    }
   ],
   "open_source": "MIT；github.com/saltcorn/saltcorn，2,088 stars（2026-11-02 取自 GitHub API）；1.0 版 2024-11-19",
   "agent_access": {
    "v": "@saltcorn/agents 模块：Agent 可连接 MCP 服务器、把动作当工具、带计划审批按钮（npm 0.9.8，2026-08-31）",
    "src": "https://www.npmjs.com/package/@saltcorn/agents/v/0.9.8"
   },
   "note": "成立月份按项目启动月（2020-03）写，EveryDev 聚合列公司在伦敦。"
  },
  {
   "name": "Bauplan",
   "layer": "d3",
   "url": "https://www.bauplanlabs.com",
   "hq": "美国旧金山",
   "desc": "Python 优先的无服务器数据湖平台，核心是「数据的 Git」：分支优先执行、多步事务，Agent 在隔离分支上改数据管线，通过检查再提升到生产。2026-03 发布 Bauplan Skills 供 AI 自动化数据工作。",
   "total_raised": "750万美元（种子轮）",
   "funding": [
    {
     "date": "2025-04-16",
     "round": "种子轮",
     "amount": "750万美元",
     "lead": "Innovation Endeavors（跟投：South Park Commons、Wes McKinney、Aditya Agarwal、Chris Re）",
     "post": "没查到",
     "src": "https://siliconangle.com/2025/04/16/bauplan-raises-7-5m-automate-data-infrastructure-code-ai-software-developers/"
    }
   ],
   "agent_access": {
    "v": "Bauplan Skills（2026-03-26）让 AI 在分支里自动化数据链路；官方 MCP 没查到",
    "src": "https://www.bauplanlabs.com/post/introducing-bauplan-skills-safe-automation-for-ai-on-your-data"
   },
   "note": "CEO Ciro Greco（LinkedIn 发文）。更偏数据工程管线，不是业务工作空间，d3 边缘。种子轮 LinkedIn 帖子称 Innovation Endeavors 与 South Park Commons 共同领投，新闻稿只写 Innovation Endeavors，保留冲突。成立时间没查到，LinkedIn 说 2025-04 前已安静开发约一年半。"
  },
  {
   "name": "Bytebase",
   "layer": "d3",
   "url": "https://www.bytebase.com",
   "hq": "美国山景城（Crustdata 口径）",
   "founded": 2021,
   "desc": "数据库变更与访问治理平台：每次 schema / 数据变更都要走审批、SQL 审查、可回滚，访问有即时授权和动态脱敏，带审计日志。3.24.0（2026-10-22）的 MCP 读写模式允许 Agent 发起和推进访问申请，但批准仍须用户在客户端确认。",
   "total_raised": "300万美元（Crustdata 2026-09）；startups.fm 写 A 轮累计1000万美元，没找到公告，不采用",
   "funding": [
    {
     "date": "2021-11-25",
     "round": "种子 / 天使轮",
     "amount": "300万美元",
     "lead": "经纬创投（Matrix Partners China）",
     "post": "没查到",
     "src": "https://newseed.pedaily.cn/data/project/112937"
    }
   ],
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "14,671",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/bytebase/bytebase"
    },
    {
     "k": "云版定价",
     "v": "Pro 每用户每月20美元（第三方目录）",
     "date": "2026-10",
     "src": "https://www.exploreai.directory/open-source-alternatives/bytebase"
    }
   ],
   "open_source": "核心 MIT + 企业版目录（GitHub API 标 NOASSERTION）；github.com/bytebase/bytebase，14,671 stars（2026-11-02 取自 GitHub API）",
   "users": {
    "v": "Crustdata：团队18人（2026-09），官网月访问约13.8万",
    "src": "https://profiles.crustdata.com/company/bytebase"
   },
   "agent_access": {
    "v": "官方 MCP：3.24.0（2026-10-22）新增读写模式，Agent 可请求并推进访问申请，审批规则照常生效，批准需用户确认；另有 bytebase-mcp 包（npm 0.2.2，2026-09-13）",
    "src": "https://docs.bytebase.com/changelog/bytebase-3-24-0"
   },
   "note": "严格说是数据库「变更」的审批，不是数据行级 diff 合并；放 d3 是因为它管的是变更审阅。总部各库不一致（Crustdata 山景城，Crunchbase 旧金山湾区，工商登记在上海）。"
  },
  {
   "name": "Dolt / DoltHub",
   "layer": "d3",
   "url": "https://www.dolthub.com",
   "hq": "美国圣莫尼卡",
   "founded": 2018,
   "desc": "「数据的 Git」：SQL 数据库可分支、合并、diff，DoltHub 上有 issue 和 PR。官方明确讲 Agent 场景：每个 Agent 一条分支，写入先隔离，人审 diff 后再合并。有官方 Dolt MCP 服务器。",
   "revenue": {
    "v": "$2M",
    "kind": "年收入100万–150万美元区间（Inknowvation SBIR 公司档案，聚合，2026-02）",
    "date": "2026-02",
    "src": "https://www.inknowvation.com/sbir/companies/dolthub-inc"
   },
   "total_raised": "约2100万美元（CB Insights，2 轮，含 2019-11 种子）",
   "funding": [
    {
     "date": "2021-10-27",
     "round": "A 轮",
     "amount": "1600万美元",
     "lead": "Alpha Edison（CB Insights 列为唯一投资方）",
     "post": "没查到",
     "src": "https://cbi-www.lighthouse.ai/company/liquidata/financials"
    }
   ],
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "24,803",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/dolthub/dolt"
    },
    {
     "k": "官方 Agent 定位",
     "v": "每个 Agent 一条分支，写入隔离到审阅合并",
     "date": "2026-05-14",
     "src": "https://www.dolthub.com/blog/2026-05-18-database-for-ai-video/"
    }
   ],
   "open_source": "Apache-2.0；github.com/dolthub/dolt，24,803 stars（2026-11-02 取自 GitHub API）",
   "agent_access": {
    "v": "官方 Dolt MCP 服务器：2025-08-14 发布，2026-02 支持托管版，2026-04 支持 Doltgres；Agent 在独立分支写，人审后合并",
    "src": "https://www.dolthub.com/blog/2025-08-14-announcing-dolt-mcp/"
   },
   "note": "口径冲突：PitchBook 把最近一轮标为 B 轮，CB Insights 标 A 轮；Inknowvation 写「非 VC 融资」，与 SEC 备案的1600万美元股权融资冲突，以 SEC 备案（intelligence360 转述）为准。收入为聚合估计。"
  },
  {
   "name": "lakeFS（Treeverse）",
   "layer": "d3",
   "url": "https://lakefs.io",
   "hq": "美国纽约",
   "founded": 2020,
   "desc": "对象存储上的数据版本控制：分支、提交、合并、回滚。2026 年主打 Agent：每个 Agent 一条隔离分支，变更按策略校验后合并，带审计。官方说 Agent 可通过 lakeFS Mount、S3 网关或 Iceberg REST 目录直接读写，不需要专门的 MCP；第三方目录则标有官方 MCP，两边说法不一。同团队做了 Tilde.run（Agent 沙箱，2026-05 Show HN）。",
   "valuation": {
    "v": "$250M",
    "kind": "Dealroom 聚合：2025 年估值1亿–2.5亿美元区间，2025-07 一轮记8000万美元（未核）",
    "date": "2025",
    "src": "https://www.finsmes.com/2025/07/lakefs-raises-20m-in-funding.html"
   },
   "total_raised": "合计约4300万美元（按2021和2025两则新闻稿自行相加，官方未给累计；Dealroom 聚合区间5000万–1亿美元）",
   "funding": [
    {
     "date": "2025-07-28",
     "round": "成长轮",
     "amount": "2000万美元",
     "lead": "Maor Investments（跟投：Dell Technologies Capital、Norwest Venture Partners、Zeev Ventures）",
     "post": "没查到官方；Dealroom 聚合记 8000万美元",
     "src": "https://www.finsmes.com/2025/07/lakefs-raises-20m-in-funding.html"
    },
    {
     "date": "2021-07-27",
     "round": "A 轮",
     "amount": "2300万美元（新闻稿称此为至当时累计）",
     "lead": "Dell Technologies Capital、Norwest Venture Partners、Zeev Ventures 共同领投",
     "post": "没查到",
     "src": "https://venturebeat.com/technology/treeverse-raises-23m-to-bring-git-like-version-control-to-data-lakes"
    }
   ],
   "key_data": [
    {
     "k": "GitHub stars",
     "v": "5,575",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/treeverse/lakeFS"
    }
   ],
   "customers": [
    "Arm",
    "Bosch",
    "Lockheed Martin",
    "NASA",
    "Volvo",
    "美国能源部（2025-07-29 新闻稿）"
   ],
   "open_source": "Apache-2.0 属于常识，GitHub API 此仓库标 NOASSERTION，LICENSE 文件未逐字核；github.com/treeverse/lakeFS，5,575 stars（2026-11-02 取自 GitHub API）",
   "users": {
    "v": "官方新闻稿称数千家机构使用，三位数增长（2025-07-29）",
    "src": "https://www.hpcwire.com/bigdatawire/2025/07/29/lakefs-nabs-20m-to-build-git-for-big-data/"
   },
   "agent_access": {
    "v": "官方 Agent 页：无需 MCP，Agent 经 lakeFS Mount / S3 网关 / Iceberg REST 目录挂载分支做文件读写；第三方目录标有官方 MCP（聚合，未核）",
    "src": "https://lakefs.io/agentic-ai/"
   },
   "note": "主要管数据湖 / 文件，不是表格工作空间；放 d3 因为是 Agent 数据分支的代表。HQ 纽约据 2025-07 新闻稿，TipRanks 页面写圣莫尼卡，冲突。"
  },
  {
   "name": "Xata",
   "layer": "d3",
   "url": "https://xata.io",
   "hq": "美国旧金山（Crustdata 口径）",
   "founded": 2020,
   "desc": "面向 Agent 的 Postgres 平台：写时复制的秒级数据库分支，让每个 AI Agent 在生产级数据的隔离副本上工作，不碰生产。2026-04 开源核心；有托管 MCP 服务器 2.0、CLI 和 Agent skills。",
   "valuation": {
    "v": "$175M",
    "kind": "约1.6亿–1.75亿美元投后（Caplight 聚合，2022-03）",
    "date": "2022-03",
    "src": "https://profiles.crustdata.com/company/xataio"
   },
   "total_raised": "3500万美元（公司招聘页自述）",
   "funding": [
    {
     "date": "2022-03-08",
     "round": "A 轮",
     "amount": "3000万美元",
     "lead": "Redpoint（跟投：Index Ventures、Flybridge）",
     "post": "约1.75亿美元（Caplight 聚合）",
     "src": "https://profiles.crustdata.com/company/xataio"
    },
    {
     "date": "2021-09-13",
     "round": "种子轮",
     "amount": "500万美元",
     "lead": "Index Ventures（跟投：XFactor Ventures、SV Angel、Shay Banon 等）",
     "post": "没查到",
     "src": "https://profiles.crustdata.com/company/xataio"
    }
   ],
   "key_data": [
    {
     "k": "官方定位",
     "v": "Postgres for agent scale，COW 分支 + 缩零",
     "date": "2026-04-14",
     "src": "https://xata.io/blog/xata-is-now-open-source"
    }
   ],
   "open_source": "Apache-2.0；github.com/xataio/xata，2026-11-02 当天 star 数没查到（API 限流），2026-04 二手记约 783",
   "users": {
    "v": "官网称从2025-05 私测起已在各规模公司的生产环境运行",
    "src": "https://xata.io/blog/xata-is-now-open-source"
   },
   "agent_access": {
    "v": "官方托管 MCP 服务器 2.0（2026-08-25）：Agent 建分支、跑迁移、查 schema，不写生产；OAuth 或 API key",
    "src": "https://xata.io/blog/introducing-the-xata-mcp-server"
   },
   "note": "A 轮领投口径冲突：招聘页写「Index Ventures 与 Redpoint 领投」，Crustdata 写 Redpoint 领投、Index 跟投；这里取 Crustdata 并保留冲突。分支主要服务开发者 / 编码 Agent，不是业务人员的工作空间。Neon 分支按 Will 口径不收。"
  },
  {
   "name": "AFFiNE（Toeverything）",
   "layer": "o1",
   "url": "https://affine.pro",
   "hq": "新加坡（TOEVERYTHING PTE. LTD.，2022-10-21 注册）",
   "founded": 2020,
   "desc": "开源、本地优先的「文档 + 白板 + 数据库」工作空间。云版和自托管版内置官方 MCP 服务器，页面写明可对工作空间做关键词与语义搜索并读取文档（页面只列搜索与读取，写入没查到），凭证按工作空间划分、可吊销。",
   "total_raised": "口径冲突：Forbes 约1000万美元；Tracxn 1800万美元（聚合，2 轮）；极新一文写累计4000万美元但行文混乱，不采用",
   "funding": [
    {
     "date": "2023-02",
     "round": "Pre-A 轮",
     "amount": "千万美元级（36氪原文只写「千万美元」，具体数没公开）",
     "lead": "红点中国、华创资本、创新工场联合领投（跟投：奇绩创坛）",
     "post": "没查到",
     "src": "https://f-cn.cn/news/show-18713.html"
    },
    {
     "date": "2023",
     "round": "A 轮 / Pre-A（口径冲突）",
     "amount": "800万美元（Forbes Asia 称 pre-A 800万美元；极新转载称 A 轮 800万美元）",
     "lead": "红点、创新工场（极新写 CGC Ventures 同领投，奇绩跟投）",
     "post": "没查到",
     "src": "https://www.forbes.com/profile/toeverything/?list=30under30-asia-enterprise-technology"
    }
   ],
   "key_data": [
    {
     "k": "云版定价",
     "v": "Pro $6.75/月；Team $10/座/月；Believer 一次性 $499.99",
     "date": "2026-08",
     "src": "https://affine.pro/de/pricing"
    },
    {
     "k": "GitHub star",
     "v": "74,137",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/toeverything/AFFiNE"
    }
   ],
   "open_source": "双许可：编辑器及大部分代码 MIT；packages/backend 等目录为 AFFiNE Enterprise Edition 许可（源码可见、改动与分发需商业授权）；github.com/toeverything/AFFiNE；74,137 star（2026-11-02）",
   "users": {
    "v": "2023-01 网页版月新增独立用户近 4 万，海外占 70% 以上（公司 Pre-A 稿转述，36氪）；之后没查到",
    "src": "https://f-cn.cn/news/show-18713.html"
   },
   "agent_access": {
    "v": "官方 MCP 服务器内置于 AFFiNE Cloud 和自托管实例，任意 MCP 客户端可连（页面日期 2026-08-18）；此前 2025-07 仍有用户在 GitHub 提需求 #13262 要 API/MCP",
    "src": "https://affine.pro/mcp"
   },
   "note": "两笔融资可能是同一轮的不同说法（36氪「千万美元 Pre-A」与 Forbes「800万美元 pre-A」），没找到一手公告，建站时合并为一轮并写区间更稳。成立年：Tracxn、投资界写 2020，Forbes 写 2022。聚合：Tracxn。"
  },
  {
   "name": "AppFlowy",
   "layer": "o1",
   "url": "https://appflowy.io",
   "hq": "新加坡（APPFLOWY PTE. LTD.，2022-01-21 注册）",
   "founded": 2021,
   "desc": "开源、隐私优先的类 Notion 工作空间（Rust + Flutter），文档、看板、数据库视图、AI 助手，可自托管。官方托管的 MCP 没查到，MCP 靠社区实现（可对页面、数据库行读写）。",
   "total_raised": "640万美元（公司公告的种子轮；PitchBook 另列 2022-04 一笔无金额记录，聚合）",
   "funding": [
    {
     "date": "2023-11-16",
     "round": "种子轮",
     "amount": "640万美元",
     "lead": "OSS Capital（跟投：Matt Mullenweg、Steve Chen、Tom Preston-Werner、Bob Young、Amr Awadallah 等天使）",
     "post": "没查到",
     "src": "https://blog.appflowy.io/seed/"
    }
   ],
   "key_data": [
    {
     "k": "GitHub star",
     "v": "78,126",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/AppFlowy-IO/AppFlowy"
    }
   ],
   "open_source": "AGPL-3.0；github.com/AppFlowy-IO/AppFlowy；78,126 star（2026-11-02）",
   "users": {
    "v": "2023-11 公告时：GitHub 4 万 star、Discord 社区 3500 多人（FinSMEs 转述公司稿）；用户数没查到",
    "src": "https://www.finsmes.com/2023/11/appflowy-raises-6-4m-in-seed-funding.html"
   },
   "note": "成立月份按 GitHub 首发日期（公司稿写 2021-11）；法人注册 2022-01。Parsers 页写位置在加拿大 Uxbridge，与新加坡注册地冲突，以新加坡法人为准。PitchBook、Tracxn、Parsers 为聚合，仅作补充。"
  },
  {
   "name": "Docmost",
   "layer": "o1",
   "url": "https://docmost.com",
   "hq": "没查到",
   "founded": 2023,
   "desc": "开源 wiki / 文档工作空间，Confluence 与 Notion 的自托管替代。官方 MCP 服务器是企业版功能，需企业许可，OAuth 连接，可搜索、读、建、改页面和管理空间；社区版只能用第三方 MCP（如 PyPI 的 docmost-mcp）。",
   "total_raised": "10万美元（PitchBook，聚合；未找到公司公告）",
   "funding": [
    {
     "date": "2025-05-15",
     "round": "加速器投资",
     "amount": "10万美元",
     "lead": "Solo Founders（加速器）",
     "post": "没查到",
     "src": "https://pitchbook.com/profiles/company/746796-25"
    }
   ],
   "key_data": [
    {
     "k": "Docker 下载",
     "v": "2025-06 约 100 万；2026-08 下载 400 万以上",
     "date": "2026-08",
     "src": "https://thecondia.com/philip-okugbe-dosmost-founder-journey/"
    },
    {
     "k": "GitHub star",
     "v": "22,207",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/docmost/docmost"
    }
   ],
   "customers": [
    "澳大利亚政府",
    "Bechtle",
    "德国红十字会（创始人访谈自述）"
   ],
   "open_source": "社区版 AGPL-3.0，企业版另有商业许可；github.com/docmost/docmost；22,207 star（2026-11-02）",
   "users": {
    "v": "累计下载 400 万以上（创始人访谈，Condia，2026-08-12）",
    "src": "https://thecondia.com/philip-okugbe-dosmost-founder-journey/"
   },
   "agent_access": {
    "v": "官方 MCP 服务器，企业版功能（需企业许可），OAuth，也支持 API key；文档页日期 2026 年内",
    "src": "https://docmost.com/docs/de/user-guide/mcp"
   },
   "note": "单人创始团队，公司 2025 年才正式注册。总部、成立月份没查到。"
  },
  {
   "name": "Outline",
   "layer": "o1",
   "url": "https://www.getoutline.com",
   "hq": "美国旧金山（Crustdata 聚合）",
   "founded": 2018,
   "desc": "团队 wiki / 知识库，可自托管。v1.6.0 起内置官方 MCP 服务器（OAuth 或管理员 API key），AI 客户端可搜索、读写文档与评论，管理员可在设置里关闭；另有 REST API 与 webhook。",
   "key_data": [
    {
     "k": "GitHub star",
     "v": "41,148",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/outline/outline"
    }
   ],
   "open_source": "BSL 1.1（源码可见，非 OSI 开源）；github.com/outline/outline；41,148 star（2026-11-02）",
   "users": {
    "v": "员工约 8 人（Crustdata，2026-06，聚合）；官网月访问约 28 万（同源）",
    "src": "https://profiles.crustdata.com/company/outline-790171"
   },
   "agent_access": {
    "v": "官方内置 MCP 服务器，随 v1.6.0 发布（2026-02-18 前后）；对现有工作空间默认关闭，地址 https://子域名.getoutline.com/mcp",
    "src": "https://github.com/outline/outline/releases/tag/v1.6.0"
   },
   "note": "搜索会混入同名法国财务软件公司的融资，别算到这家。MCP 发布日期 2026-02-18 来自第三方博客（usecarly.com），GitHub release 页面的日期是 2026-03-14，以 release 页面为准时写 v1.6.0。"
  },
  {
   "name": "Wiki.js",
   "layer": "o1",
   "url": "https://js.wiki",
   "hq": "没查到",
   "founded": 2020,
   "desc": "开源 Node.js wiki。3.0 于 2026-11-01 发布首个稳定版，重写前后端，带多人实时编辑、多站点、写入审批流程（修改先提交审核再批准）和内置 MCP 服务器（3.0.0-beta.705 起列入新功能）。",
   "total_raised": "无风险投资；靠 Patreon、OpenCollective、GitHub Sponsors 赞助，主开发者全职",
   "key_data": [
    {
     "k": "3.0 稳定版",
     "v": "3.0.1 于 2026-10-31/11-01 发布，称首个稳定版",
     "date": "2026-11",
     "src": "https://linuxnews.de/wiki-js-3-0-nach-langer-entwicklungszeit-veroeffentlicht/"
    },
    {
     "k": "GitHub star",
     "v": "29,135",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/requarks/wiki"
    }
   ],
   "open_source": "AGPL-3.0；github.com/requarks/wiki；29,135 star（2026-11-02）",
   "agent_access": {
    "v": "3.0 内置 MCP 服务器（beta.705 起，2026-10-26；3.0.2 于 2026-11-02 修了 MCP 调用鉴权）；写入可走审批流程",
    "src": "https://newreleases.io/project/github/requarks/wiki/release/3.0.2"
   },
   "note": "补充项（BRIEF 之外）：因 3.0 稳定版和 MCP、审批流刚发布，且 star 数高于 Docmost，建议收。BookStack（19,123 star，MIT）也够格但只查了 star，没查 MCP，未收。3.0.1 发布时间各处差一天（时区），写 2026-10-31 至 11-01。"
  },
  {
   "name": "Appsmith",
   "layer": "o2",
   "url": "https://www.appsmith.com",
   "hq": "美国旧金山（班加罗尔另有办公室）",
   "founded": 2019,
   "desc": "开源内部工具低代码平台，可自托管。2025-04 推出 Appsmith Agents（基于公司自有数据的对话式 Agent）。到 2026-09 没有官方 MCP 服务器，只有社区项目（独立核查）。",
   "total_raised": "5150万美元（Insight Partners 公告）",
   "funding": [
    {
     "date": "2021-10",
     "round": "A 轮",
     "amount": "1050万美元",
     "lead": "Canaan Partners（跟投：Bessemer Venture Partners）",
     "post": "没查到",
     "src": "https://www.insightpartners.com/ideas/appsmith-raises-41-million-to-scale-open-source-platform-that-speeds-critical-internal-app-development/"
    },
    {
     "date": "2022-06-22",
     "round": "B 轮",
     "amount": "4100万美元",
     "lead": "Insight Partners（跟投：Accel、Canaan、OSS Capital，天使含 Jeff Hammerbacher、Abhinav Asthana）",
     "post": "没查到",
     "src": "https://www.insightpartners.com/ideas/appsmith-raises-41-million-to-scale-open-source-platform-that-speeds-critical-internal-app-development/"
    }
   ],
   "key_data": [
    {
     "k": "GitHub star",
     "v": "41,154",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/appsmithorg/appsmith"
    }
   ],
   "customers": [
    "IBM",
    "Swiggy",
    "AWS",
    "Orange",
    "FalconX（CB Insights 2022-06 研究文章列出）"
   ],
   "open_source": "Apache-2.0（社区版）；github.com/appsmithorg/appsmith；41,154 star（2026-11-02）",
   "users": {
    "v": "2022-06：下载超 1000 万、1 万多家组织使用、95 名员工（公司稿）",
    "src": "https://www.insightpartners.com/ideas/appsmith-raises-41-million-to-scale-open-source-platform-that-speeds-critical-internal-app-development/"
   },
   "agent_access": {
    "v": "没有官方 MCP 服务器（gigacatalyst 2026-09-15 核查）；Appsmith Agents 为 2025-04 产品",
    "src": "https://gigacatalyst.com/best/ai-app-builders-with-mcp-server"
   },
   "note": "theinvincibleindia.in 一篇分析称印度账面收入 FY25 下降约三分之一，单一小站，不采用。"
  },
  {
   "name": "Budibase",
   "layer": "o2",
   "url": "https://budibase.com",
   "hq": "英国贝尔法斯特（美国旧金山有主体）",
   "founded": 2020,
   "desc": "开源低代码内部工具平台，可自托管。2026-03-12 起有 Budibase Agents（Beta），可接 Teams、Discord 等；有公开 REST API；到 2026-09 没有官方 MCP 服务器（独立核查）。",
   "total_raised": "925万美元（Silicon Republic 引公司说法，截至 2022-11）；Crustdata 920万，CB Insights 702万，口径不一",
   "funding": [
    {
     "date": "2022-11-04",
     "round": "种子 II 轮",
     "amount": "700万美元",
     "lead": "SignalFire（跟投：Techstart NI、Angular Ventures 及多位天使）",
     "post": "没查到",
     "src": "https://budibase.com/blog/updates/budibase-raises-7m-to-help-every-company-on-the-planet-build-their-own-tools/"
    }
   ],
   "key_data": [
    {
     "k": "Budibase Agents (Beta)",
     "v": "2026-03-12 发布",
     "date": "2026-03-12",
     "src": "https://budibase.com/changelog/"
    },
    {
     "k": "GitHub star",
     "v": "28,378",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/Budibase/budibase"
    }
   ],
   "customers": [
    "公司自述的使用者：Google",
    "Tesla",
    "Disney",
    "Louis Vuitton",
    "P&G",
    "Netflix（Silicon Republic 2022-11 转述",
    "未经核实）"
   ],
   "open_source": "GPLv3 为主，各包许可证不同（仓库 LICENSE 说明「可视为整体 GPLv3」，含 SQS 单独许可）；github.com/Budibase/budibase；28,378 star（2026-11-02）",
   "users": {
    "v": "2022-11：月活 2 万以上，称自 2021-11 起 5 万家公司使用（公司稿，Silicon Republic 转述）",
    "src": "https://www.siliconrepublic.com/start-ups/budibase-low-code-funding"
   },
   "agent_access": {
    "v": "没有官方 MCP 服务器（gigacatalyst 2026-09-15 核查官方文档，api-evangelist 同样结论）；有公共 REST API；Agents 的工具是内部自动化步骤",
    "src": "https://gigacatalyst.com/best/ai-app-builders-with-mcp-server"
   },
   "note": "成立年：Silicon Republic 写 2020，r1 线索写 2019，以媒体报道为准。融资 700万美元是一手公告，累计数口径冲突，聚合：Crustdata、CB Insights。"
  },
  {
   "name": "Jet Admin（Jetadmin）",
   "layer": "o2",
   "url": "https://jetadmin.io",
   "hq": "美国旧金山",
   "founded": 2018,
   "desc": "无代码内部工具 / 管理后台构建器：连 Postgres、Supabase、Airtable、Sheets 等，搭管理后台、客户门户、工作流，并能把 MCP 和 AI Agent 接进来、带权限治理。更靠近 o2 内部应用，因为带数据界面和 Agent 入口，放 d2 边缘。",
   "revenue": {
    "v": "$1M",
    "kind": "第三方称 2024 年收入约110万美元（聚合，口径不明）",
    "date": "2024",
    "src": "https://geo.sig.ai/brands/jet-admin"
   },
   "total_raised": "约15万美元（聚合：PitchBook）",
   "funding": [
    {
     "date": "2020",
     "round": "YC W20 加速器",
     "amount": "12.5万–15万美元（PitchBook 记15万，聚合）",
     "lead": "Y Combinator",
     "post": "没查到",
     "src": "https://pitchbook.com/profiles/company/433409-32"
    }
   ],
   "key_data": [
    {
     "k": "年收入（第三方口径）",
     "v": "约110万美元（2024）",
     "date": "2024",
     "src": "https://geo.sig.ai/brands/jet-admin"
    }
   ],
   "agent_access": {
    "v": "官方说明可连接 MCP / 构建 AI Agent；是否对外提供官方 MCP 服务器没查到（Better Launch 目录，2026-11-01）",
    "src": "https://www.betterlaunch.co/product/jet-admin"
   },
   "note": "全部财务数据来自聚合库，未找到公司自报。"
  },
  {
   "name": "NocoBase",
   "layer": "o2",
   "url": "https://www.nocobase.com",
   "hq": "中国北京（北京深度进化科技有限公司）",
   "founded": 2021,
   "desc": "开源无代码 / AI 应用平台，数据模型驱动。2.0（2026-02-15）转向 AI 驱动：有 AI 员工，并且 MCP 服务插件开启后，应用在 /api/mcp 暴露流式 HTTP 的 MCP 端点，客户端可增删改查数据表并调用核心与插件接口；AI 员工也可反向连外部 MCP。",
   "revenue": {
    "v": "$1M",
    "kind": "过去 12 个月收入 1030 万元人民币（公司官方博客，2025-11）；36氪 2026-09 转述 2026 年收入至少翻倍，国内海外各半（采访转述，无具体数字）",
    "date": "2025-11",
    "src": "https://www.nocobase.com/cn/blog/an-open-source-project-without-ai-can-still-earn-millions-a-year"
   },
   "total_raised": "无外部融资（创始人对 36氪称拒绝融资）",
   "key_data": [
    {
     "k": "许可证变更",
     "v": "AGPL-3.0 → Apache-2.0（含补充条款），同时开源多个原商业插件",
     "date": "2026-02-14",
     "src": "https://www.nocobase.com/en/blog/pricing-adjustment-202602/"
    },
    {
     "k": "GitHub star",
     "v": "24,823",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/nocobase/nocobase"
    }
   ],
   "open_source": "2026-02-15 起由 AGPL-3.0 改为 Apache-2.0 加补充条款（不得改去品牌，不得拿来做对外的无代码 / AI 平台类 SaaS）；商业版另售；github.com/nocobase/nocobase；24,823 star（2026-11-02）",
   "users": {
    "v": "400 多家企业订单、覆盖 57 个国家（公司官方博客，2025-11）；团队 14 人（36氪，2026-09）",
    "src": "https://eu.36kr.com/en/p/3985358764210946"
   },
   "agent_access": {
    "v": "官方 MCP 服务插件，端点 /api/mcp（流式 HTTP），通用 resource_list/get/create/update/destroy/query 工具，可用 x-mcp-packages 头限定暴露的包",
    "src": "https://nocode.docs.nocobase.com/ai/mcp/index.md"
   },
   "note": "GitHub API 的 license 字段为空（因补充条款），许可证以官网许可协议为准。marsbit 摘要称 2026 年收入 2000 万元以上，系摘要推算，不采用。"
  },
  {
   "name": "ToolJet",
   "layer": "o2",
   "url": "https://www.tooljet.com",
   "hq": "美国旧金山（Tracxn 聚合；团队主要在印度）",
   "founded": 2021,
   "desc": "开源内部工具低代码平台。官方 ToolJet MCP 服务器暴露约 50 个工具，让 Claude Code、Codex 等直接创建、修改应用、数据表、查询、权限与用户（个人访问令牌鉴权，权限同令牌所有者）；MCP 服务器本身 MIT 开源。",
   "total_raised": "约615万美元（Tracxn 聚合，3 轮；一手公告只确认 460万和约 150万）",
   "funding": [
    {
     "date": "2021-12",
     "round": "种子轮",
     "amount": "约150万美元（EquityPandit 转述）",
     "lead": "Nexus Venture Partners",
     "post": "没查到",
     "src": "https://www.equitypandit.com/tag/tooljet/"
    },
    {
     "date": "2023-02-01",
     "round": "Pre-A 轮",
     "amount": "460万美元",
     "lead": "Nexus Venture Partners（跟投：January Capital、Ratio Ventures、Better Capital 及天使）",
     "post": "没查到",
     "src": "https://blog.tooljet.com/announcing-our-pre-series-a-funding/"
    }
   ],
   "key_data": [
    {
     "k": "MCP 工具数",
     "v": "50 个",
     "date": "2026-09",
     "src": "https://docs.tooljet.ai/docs/build-with-ai/mcp/supported-tools/"
    },
    {
     "k": "GitHub star",
     "v": "41,179",
     "date": "2026-11-02",
     "src": "https://api.github.com/repos/ToolJet/ToolJet"
    }
   ],
   "open_source": "核心 AGPL-3.0；MCP 服务器 MIT（创始团队 LinkedIn 帖）；github.com/ToolJet/ToolJet；41,179 star（2026-11-02）",
   "agent_access": {
    "v": "官方 ToolJet MCP，50 个工具，Claude Code / Codex 插件，创始人 Show HN 与 LinkedIn 约在 2026-08 末公开（subagentic.ai 报道日期 2026-09-01）",
    "src": "https://docs.tooljet.ai/docs/build-with-ai/mcp/supported-tools/"
   },
   "note": "2025-09 推出过多 Agent 建应用系统，后来推翻重做成 MCP（创始人 Show HN 自述）。Crustdata 把 2023-07 又列了一轮 Nexus 领投，Tracxn 同，未找到公告，聚合不采用。"
  },
  {
   "name": "Confluence + Rovo（Atlassian）",
   "layer": "w1",
   "url": "https://www.atlassian.com/software/confluence",
   "hq": "澳大利亚悉尼（创立地）；现总部口径待核",
   "founded": 2002,
   "desc": "企业 wiki 加跨 Jira、Confluence 的 Rovo 搜索和 Agent 层。Atlassian 托管的 Rovo MCP 服务器（2026-02-03 GA）让 Claude、ChatGPT、Cursor 等客户端搜索、建、改 Confluence 页面和 Jira 工作项，权限沿用用户在 Atlassian 的权限。",
   "key_data": [
    {
     "k": "MCP 调用量",
     "v": "FY26 Q4 MCP 调用环比增长 400% 以上（公司披露）",
     "date": "2026-08",
     "src": "https://www.ainvest.com/stocks/NASDAQ-TEAM/financials/earnings/"
    },
    {
     "k": "MCP 月活中企业客户占比",
     "v": "接近 40%（Atlassian 官方博客）",
     "date": "2026-02",
     "src": "https://www.atlassian.com/blog/rovo/atlassian-rovo-mcp-ga"
    }
   ],
   "product_line_of": "Atlassian",
   "users": {
    "v": "Rovo 被超过 80% 的财富 500 强使用（Atlassian FY26 Q4 财报电话会，2026-08）",
    "src": "https://www.mitrade.com/insights/news/live-news/article-8-1995818-20260814"
   },
   "agent_access": {
    "v": "Atlassian Rovo MCP Server 于 2026-02-03 GA，Atlassian 托管，v2 端点 mcp.atlassian.com/v2/mcp，OAuth 2.1，可建/改 Confluence 页面，管理员可设权限组、域名和 IP 白名单、审计日志",
    "src": "https://www.atlassian.com/blog/rovo/atlassian-rovo-mcp-ga"
   },
   "note": "Atlassian 总部口径（悉尼 vs 美国）本轮没找到一手出处，待核。收入数字都是 Atlassian 整体，不挂产品卡。"
  },
  {
   "name": "GitBook",
   "layer": "w1",
   "url": "https://www.gitbook.com",
   "hq": "法国（里昂起家）",
   "founded": 2014,
   "desc": "文档平台，起于 Git 同步的开源项目。GitBook Agent 根据产品更新和客户对话提出文档修改建议，GitBook MCP 让 Claude、ChatGPT、Cursor 等读、起草和重构文档，修改走审阅；每个文档站自动带 MCP 服务器。",
   "funding": [
    {
     "date": "2021",
     "round": "A 轮",
     "amount": "2100 万美元",
     "lead": "Point Nine Capital",
     "post": "没查到",
     "src": "https://geo.sig.ai/brands/gitbook"
    }
   ],
   "key_data": [
    {
     "k": "文档读者中 AI 占比",
     "v": "超过 40%（公司自述）",
     "date": "2026-08",
     "src": "https://yespress.io/gitbook"
    }
   ],
   "customers": [
    "Google",
    "Nvidia",
    "Zoom",
    "FedEx",
    "Snyk"
   ],
   "users": {
    "v": "200 万以上用户（YesPress 引公司自述，2026-08）",
    "src": "https://yespress.io/gitbook"
   },
   "agent_access": {
    "v": "GitBook MCP（2026 年）；YesPress 称每个文档站自动生成 MCP 服务器；AI 读者在 GitBook 托管文档上 2025 年增长 500%",
    "src": "https://www.everydev.ai/developers/gitbook"
   },
   "note": "A 轮 2100 万美元只来自 geo.sig.ai 一页，可信度低，且与 Caplight 冲突，建站前需用 Point Nine 或 GitBook 官方稿核实。"
  },
  {
   "name": "Google Workspace（Docs + Gemini）",
   "layer": "w1",
   "url": "https://workspace.google.com",
   "hq": "美国山景城（Google）",
   "desc": "Docs、Sheets、Drive 等套件加 Gemini。Google 2026-05 开放 Workspace MCP 服务器公开开发者预览（Gmail、Drive、日历、Chat、联系人），Docs MCP 服务器在 Docs API 发布说明里出现，调用方必须使用标记为 agentic 的 OAuth 客户端（2026-11-11 起强制）。",
   "key_data": [
    {
     "k": "Gemini 连第三方 MCP",
     "v": "Gemini in Workspace 可通过 MCP 直接操作 Asana、Atlassian Rovo、monday、Salesforce 等，默认开启，管理员可管第三方连接器",
     "date": "2026-09-15",
     "src": "https://codezine.jp/news/detail/29717"
    }
   ],
   "product_line_of": "Google（Alphabet）",
   "agent_access": {
    "v": "Workspace MCP server 公开开发者预览（2026-05），首批含 Gmail、Drive、Calendar、Chat、People；2026-10-12 的 Docs API 发布说明要求调用 Docs MCP 的 OAuth 客户端标记为 agentic，2026-11-11 起拒绝未标记的请求",
    "src": "https://workspaceupdates.googleblog.com/2026/05/agent-tools-and-security-updates-for-workspace-developers.html"
   },
   "note": "网上有一篇写 Workspace Gemini 席位 1400 万的文章（clarqo.com），来源质量低且与其他财报数据对不上，未采用。"
  },
  {
   "name": "Microsoft Loop",
   "layer": "w1",
   "url": "https://loop.microsoft.com",
   "hq": "美国雷德蒙德（微软）",
   "desc": "微软 365 里的可移植组件和共享工作区；Copilot Pages 是 Loop 组件，文件存在创建者的 OneDrive 或相关 SharePoint。没查到面向第三方的官方 Loop MCP 或 Agent 写入接口。",
   "key_data": [
    {
     "k": "Copilot Pages 的存储",
     "v": "Pages 仍是 Loop 组件，文件在创建者 OneDrive 或 SharePoint 站点，权限、敏感度标签、DLP 沿用",
     "date": "2026-09",
     "src": "https://msendpoint.com/article/microsoft-copilot-pages-streamlined-access-via-slash-commands-library-tab-september-2026-rollout"
    }
   ],
   "product_line_of": "Microsoft",
   "note": "Copilot Pages 正式可用日期只见个人博客，没有微软官方公告印证，未写入。"
  },
  {
   "name": "Notion",
   "layer": "w1",
   "url": "https://www.notion.com",
   "hq": "美国旧金山",
   "founded": 2013,
   "desc": "文档、数据库、项目和 Agent 合一的工作空间。官方托管 MCP（OAuth）让 Claude、Cursor、Codex 等任意 MCP 客户端读写页面和数据库；3.8 版（2026-10-13）加了管理员 MCP 控制、Skills API、人和 Agent 的逐条修改归属与版本回滚、数据库列权限。",
   "valuation": {
    "v": "$11B",
    "kind": "110 亿美元（2026-01 员工回购/tender，约 2.7 亿美元股份转让，非新融资；CNBC 写 2025-12 的私下 tender）",
    "date": "2026-01",
    "src": "https://www.cnbc.com/2026/05/19/notion-cnbc-disruptor-50-ranking.html"
   },
   "revenue": {
    "v": "$500M",
    "kind": "ARR 约 5 亿美元（2025，CNBC 报道）；约 6 亿美元（2025-12，Forbes 报道，经 Axis 转引）。Sacra 估算 2026-07 年化约 8.65 亿美元（第三方估算，未读到方法）",
    "date": "2025",
    "src": "https://www.cnbc.com/2026/05/19/notion-cnbc-disruptor-50-ranking.html"
   },
   "total_raised": "约 3.3 亿美元（CNBC Disruptor 50 口径）；其他口径 3.44 亿（AXEVIL，聚合）、6.33 亿（Hustle Fund），未对到 Notion 官方",
   "funding": [
    {
     "date": "2021-10",
     "round": "C 轮",
     "amount": "2.75 亿美元",
     "lead": "Sequoia Capital、Coatue（CNBC 写两家共同牵头）",
     "post": "100 亿美元",
     "src": "https://www.cnbc.com/2026/05/19/notion-cnbc-disruptor-50-ranking.html"
    }
   ],
   "key_data": [
    {
     "k": "Notion 3.8 人与 Agent 修改归属",
     "v": "版本历史显示每次修改由谁（人或 Agent）做的，可一键恢复旧版本",
     "date": "2026-10-13",
     "src": "https://www.notion.com/releases/2026-10-13"
    },
    {
     "k": "可接入的 MCP 连接数",
     "v": "150 多个 MCP 连接供 Notion Agent 调用",
     "date": "2026-10-13",
     "src": "https://www.notion.com/releases/2026-10-13"
    },
    {
     "k": "付费客户中用 AI 的比例",
     "v": "商业版和企业版客户中约一半付费使用 AI 功能（公司自述）",
     "date": "2026-05",
     "src": "https://www.cnbc.com/2026/05/19/notion-cnbc-disruptor-50-ranking.html"
    },
    {
     "k": "AI 带来的 ARR 占比",
     "v": "超过 50% 的 ARR 来自启用 AI 的客户（Notion 2026-01 披露，经 Axis 转引）",
     "date": "2026-01",
     "src": "https://axis-intelligence.com/notion-statistics/"
    }
   ],
   "users": {
    "v": "1 亿以上注册用户，超过半数财富 500 强在用（CNBC，2026-05）；约 400 万付费用户为 Sacra 估算",
    "src": "https://www.cnbc.com/2026/05/19/notion-cnbc-disruptor-50-ranking.html"
   },
   "agent_access": {
    "v": "官方托管 MCP 服务器 mcp.notion.com/mcp（OAuth，读/建/改页面和数据库、评论、搜索），另有 Notion MCP 管理员控制；Notion 3.8（2026-10-13）支持任意 MCP 客户端接入，Skills API 可把 Skills 同步到 ChatGPT、Claude",
    "src": "https://developers.notion.com/guides/mcp/overview.md"
   },
   "note": "累计融资三种口径不一致，采 CNBC 的 3.3 亿并标明；ARR 6 亿美元来自 Forbes 转引，没打开原文。2026-05 开发者平台（Workers、External Agent API）只见中文二手转述，未列入。"
  },
  {
   "name": "Slite",
   "layer": "w1",
   "url": "https://slite.com",
   "hq": "法国巴黎起家，现美国旧金山",
   "founded": 2016,
   "desc": "团队知识库，原独立产品 Super 并入后成为 Slite agent，跨 Slite、Google Drive、Notion、Confluence 等做问答。Slite MCP（api.slite.com/mcp）可搜索、读、写、移动、归档文档；通过 MCP 的修改会在文档历史里带机器人图标，能区分人和 Agent 的改动。",
   "total_raised": "约 1540 万美元（据 Slite 官方博客，经 RefBase 转引）；Slite 招聘页自述约 1400 万美元",
   "funding": [
    {
     "date": "2018-04",
     "round": "种子轮",
     "amount": "440 万美元",
     "lead": "Index Ventures（跟投：eFounders、Y Combinator）",
     "post": "没查到",
     "src": "https://www.refbase.ai/entity/slite"
    },
    {
     "date": "2020-04",
     "round": "A 轮",
     "amount": "1100 万美元",
     "lead": "Spark Capital（跟投：Index Ventures、Y Combinator）",
     "post": "没查到",
     "src": "https://www.refbase.ai/entity/slite"
    }
   ],
   "key_data": [
    {
     "k": "MCP 修改可追溯",
     "v": "MCP 编辑记入文档历史并带机器人图标",
     "date": "2026-03-17",
     "src": "https://slite.com/de/changelog/slite-ask-now-powered-by-the-super-engine"
    }
   ],
   "agent_access": {
    "v": "Slite MCP 服务器 api.slite.com/mcp，读写整理文档；2026-03-17 更新加入 move/update/archive/restore note、collection 管理，MCP 修改在文档历史里标机器人图标",
    "src": "https://slite.com/de/changelog/slite-ask-now-powered-by-the-super-engine"
   },
   "note": "融资两处轮次领投来自 RefBase 转引官方博客，没打开官方博客原文。"
  },
  {
   "name": "Superhuman Docs（原 Coda）",
   "layer": "w1",
   "url": "https://coda.io",
   "hq": "美国旧金山",
   "founded": 2014,
   "desc": "文档、表格和应用合一的工作空间，2026-07-07 由 Coda 改名 Superhuman Docs，嵌入式 AI 助手可读团队上下文、建表和自定义视图；新发布的 Superhuman Databases（封闭测试）单库最多 100 万行。官方说明支持用 MCP 把 ChatGPT、Claude 接进文档，原 Coda API v1 继续可用。",
   "valuation": {
    "v": "$1.4B",
    "kind": "14 亿美元（2021-07 末轮投后，后被收购，无新估值）",
    "date": "2021-07",
    "src": "https://tracxn.com/d/companies/coda/__GjPRBN59gqQ9PytdcH_5rZsYkU0E9w4YzWJpDxb4MZw/funding-and-investors"
   },
   "total_raised": "约 2.4 亿美元（4 轮，被收购前；Usine Digitale、Multiples 聚合）",
   "funding": [
    {
     "date": "2021-07",
     "round": "D 轮",
     "amount": "1 亿美元",
     "lead": "Ontario Teachers' Pension Plan（Tracxn，聚合）",
     "post": "14 亿美元",
     "src": "https://tracxn.com/d/companies/coda/__GjPRBN59gqQ9PytdcH_5rZsYkU0E9w4YzWJpDxb4MZw/funding-and-investors"
    }
   ],
   "key_data": [
    {
     "k": "Superhuman Databases",
     "v": "封闭测试，单库最多 100 万行，与 Docs 实时连接",
     "date": "2026-07",
     "src": "https://blog.superhuman.com/introducing-superhuman-docs/"
    },
    {
     "k": "改名",
     "v": "所有现有 Coda 文档自动成为 Superhuman Docs，价格不变",
     "date": "2026-07-07",
     "src": "https://help.superhuman.com/hc/en-us/articles/46210093285773-What-s-changing-Coda-becomes-Superhuman-Docs"
    }
   ],
   "customers": [
    "Figma",
    "DoorDash",
    "The New York Times",
    "eBay",
    "Uber"
   ],
   "owner": "Grammarly（现 Superhuman）收购，2024-12-17 宣布，价格未披露（Axios 称按双方最近估值的全股票交易）",
   "agent_access": {
    "v": "2026-07-07 随 Superhuman Docs 发布支持用 MCP 连接 ChatGPT 和 Claude；Coda API v1（coda.io/apis/v1）改名后继续可用；Packs 2026-10 起改称 Plugins",
    "src": "https://releases.sh/superhuman/superhuman-blog"
   },
   "note": "Grammarly（现 Superhuman），2024-12-17 宣布，价格未披露（Axios 称是按双方最近估值的全股票交易） 成立年：Coda 联合创始人 2014 年起步（原名 Krypton），2019 年公开发布，口径不一。Grammarly 官方稿写 2025-01 完成，Seedtable 写 2024-12-17 协议日。母公司估值和收入不挂在此卡。"
  },
  {
   "name": "飞书文档 / 知识库",
   "layer": "w1",
   "url": "https://www.feishu.cn",
   "hq": "中国北京",
   "founded": 2016,
   "desc": "字节跳动的协作套件中的云文档和知识库。2026-03-28 开源 Lark CLI（MIT），一行命令调用 2500 多个 API，覆盖文档、知识库、多维表格、日历等 11 个业务域，带 19 个 Agent Skills，Claude Code、Codex、Cursor 可直接调用；Agent 可读写文档。",
   "key_data": [
    {
     "k": "组织调整",
     "v": "2026-07-30 飞书产品团队并入豆包产品团队，飞书市场、销售和服务并入火山引擎",
     "date": "2026-07-30",
     "src": "https://eu.36kr.com/zh/p/3919089423521670"
    }
   ],
   "customers": [
    "携程（4 万员工整体迁移至飞书",
    "2025-10）",
    "理想",
    "小米",
    "蔚来"
   ],
   "product_line_of": "字节跳动",
   "agent_access": {
    "v": "飞书官方 Lark CLI（MIT，2026-03-28 开源，200 多条命令、19 个 Agent Skills）；官方 lark-mcp 也有，搜索类工具需 OAuth",
    "src": "https://aichip001.com/p/545109.html"
   },
   "note": "飞书营收数字是飞书整体，不挂母公司；客户里理想、小米、蔚来出自 36氪文，非飞书官方列表。飞书 2016 年底立项，2019 年对外开放。"
  },
  {
   "name": "Airtable",
   "layer": "w2",
   "url": "https://www.airtable.com",
   "hq": "美国旧金山",
   "founded": 2013,
   "desc": "关系型表格加应用平台，内置 AI Agent 和对话式建应用。官方 MCP 服务器全部套餐可用，Claude、ChatGPT、Cursor 等能读写记录，2026-08 起还能建表、界面和自动化。2026-09-04 被 Bending Spoons 收购完成，Hyperagent 业务在交易前已拆出。",
   "valuation": {
    "v": "$1.3B",
    "kind": "收购企业价值 12.85 亿美元（全现金），含账上净现金的隐含股权价值约 22.5 亿美元（2026-08-04 宣布）；最高估值 117 亿美元（2021-12）",
    "date": "2026-08",
    "src": "https://www.saastr.com/airtable-just-sold-for-2-25b-at-2-7x-arr-it-raised-1-4b-and-was-once-worth-11-7b/"
   },
   "revenue": {
    "v": "$480M",
    "kind": "ARR 约 4.8 亿美元，同比增长 20% 以上（截至 2026-06，收购方公告口径，媒体转引）",
    "date": "2026-06",
    "src": "https://www.saastr.com/airtable-just-sold-for-2-25b-at-2-7x-arr-it-raised-1-4b-and-was-once-worth-11-7b/"
   },
   "total_raised": "约 14 亿美元（SaaStr 标题口径）",
   "funding": [
    {
     "date": "2021-12",
     "round": "F 轮",
     "amount": "7.35 亿美元",
     "lead": "没查到（来源未写领投）",
     "post": "117 亿美元",
     "src": "https://m-a-worldwide.com/software-the-80-percent-reset/"
    }
   ],
   "key_data": [
    {
     "k": "收购完成",
     "v": "Bending Spoons（Nasdaq: BSP）2026-09-04 完成对 Formagrid Inc（Airtable）100% 股权收购",
     "date": "2026-09-04",
     "src": "https://www.afp.com/en/infos/bending-spoons-completes-acquisition-airtable"
    },
    {
     "k": "收购后裁员",
     "v": "2026-10-12 宣布裁掉收购前团队的大部分，并承诺做更强的 MCP 和自带 Agent",
     "date": "2026-10-12",
     "src": "https://www.cnbctv18.com/business/companies/month-after-acquiring-airtable-for-1-28-billion-bending-spoons-lays-off-large-part-of-company-20010811.htm"
    },
    {
     "k": "MCP 升级",
     "v": "MCP 服务器加入建界面和自动化的能力，并上线 skills 库",
     "date": "2026-08",
     "src": "https://www.airtable.com/articles/mcp-server-interfaces-automations"
    }
   ],
   "owner": "Bending Spoons 收购，2026-08-04 宣布、2026-09-04 交割，企业价值 12.85 亿美元全现金（隐含股权价值约 22.5 亿美元）",
   "users": {
    "v": "50 万以上家组织，其中 80% 的财富 100 强（Bending Spoons 公告，2026-08-04）",
    "src": "https://markets.ft.markitdigital.com/data/announce/detail?dockey=600-202608040230BIZWIRE_USPRX____20260730_BW994716-1"
   },
   "agent_access": {
    "v": "官方 MCP 服务器 mcp.airtable.com/mcp，所有套餐可用，OAuth 或个人令牌；可读写记录、改表和字段、建界面和自动化，权限沿用用户身份；有 Claude 官方连接器和 Claude Code 插件",
    "src": "https://airtable.com/developers/agents/mcp/getting-started.md"
   },
   "note": "Bending Spoons，2026-09-04，企业价值 12.85 亿美元全现金（含账上净现金约 22.5 亿美元） 成立年：Airtable 创始人在收购公告里写 2013 年，第一轮线索写 2012，以公告为准。对价口径 12.85 亿 vs 22.5 亿不同，别混。"
  },
  {
   "name": "Fibery",
   "layer": "w2",
   "url": "https://fibery.com",
   "hq": "塞浦路斯尼科西亚",
   "founded": 2017,
   "desc": "产品管理、文档和数据合一的工作空间，自定义数据库加关系和工作流。官方远程 MCP（mcp.fibery.io/mcp）有 50 多个工具，Agent 能查数据库、建改删记录、写文档，甚至改 schema。",
   "total_raised": "830 万美元（Tech Funding News、Fibery 官网自述）",
   "funding": [
    {
     "date": "2022-08-31",
     "round": "A 轮",
     "amount": "520 万美元",
     "lead": "Tal Ventures（跟投：Altair Capital）",
     "post": "没查到",
     "src": "https://techfundingnews.com/fibery-secures-5-2m-to-transform-the-way-businesses-operate/"
    },
    {
     "date": "2021-08-16",
     "round": "种子轮",
     "amount": "310 万美元",
     "lead": "Altair Capital",
     "post": "没查到",
     "src": "https://tracxn.com/d/companies/fibery/__EO_ttECLdzntVVDlAtEH2gBKZsvBCqF4oAASEc01g7U"
    }
   ],
   "users": {
    "v": "员工 35 人（Tracxn，2026-05，聚合）；用户数没查到",
    "src": "https://tracxn.com/d/companies/fibery/__EO_ttECLdzntVVDlAtEH2gBKZsvBCqF4oAASEc01g7U"
   },
   "agent_access": {
    "v": "官方远程 MCP 服务器 mcp.fibery.io/mcp，OAuth 2.0，50 多个工具，含读写实体、工作流、文档和 schema 修改",
    "src": "https://developers.fibery.com/guides/mcp/overview"
   },
   "note": "成立年冲突：Tracxn 与 TFN 写 2017，Fibery 官网写 2016 创始人起步；融资日期用 Tracxn 的 2022-08-31。"
  },
  {
   "name": "monday.com",
   "layer": "w2",
   "url": "https://monday.com",
   "hq": "以色列特拉维夫",
   "founded": 2012,
   "desc": "2026-05 起自称 monday AI work platform，板、项、列的数据模型，原生 Agent，座位加点数计费。官方托管 Platform MCP（mcp.monday.com/mcp）60 多个工具，Claude、ChatGPT、Cursor、Gemini 等可读写数据。",
   "key_data": [
    {
     "k": "AI 产品占新增 ARR",
     "v": "Q2 AI 产品收入环比翻倍，占当季净新增 ARR 的 17%",
     "date": "2026-08",
     "src": "https://www.qntl.ai/insights/monday-com-rebuilding-the-engine"
    },
    {
     "k": "裁员",
     "v": "2026-07-22 裁约 20%，预计每年省约 1 亿美元",
     "date": "2026-07-22",
     "src": "https://www.perplexity.ai/finance/MNDY/earnings?eventId=665947"
    }
   ],
   "public": true,
   "users": {
    "v": "约 25 万家组织（monday 开发者文档，2026-09）",
    "src": "https://developer.monday.com/api-reference/docs/build-on-monday-with-ai"
   },
   "agent_access": {
    "v": "官方托管 Platform MCP 服务器（Streamable HTTP、OAuth 2.1），60 多个工具，覆盖板、项、列、文档、更新、用户；另有本地 Apps MCP；MCP 调用计入账户每日 API 额度",
    "src": "https://developer.monday.com/api-reference/docs/mondaycom-mcp.md"
   },
   "note": "Q3 财报预计 11 月上旬，尚未发布。"
  },
  {
   "name": "Quickbase",
   "layer": "w2",
   "url": "https://www.quickbase.com",
   "hq": "美国波士顿",
   "founded": 1999,
   "desc": "低代码应用平台，2026 年自称 AI 运营平台，Pave 可用自然语言生成带权限、版本和部署的应用，并强调审计、回滚、SSO。没查到官方 MCP 或 Agent 写入接口的一手说明。",
   "revenue": {
    "v": "$200M",
    "kind": "2022 年收入约 2 亿美元（YesPress 引披露，二手，2026-08）",
    "date": "2022",
    "src": "https://yespress.io/quickbase"
   },
   "total_raised": "无风险投资融资；Vista 约 2019-04 收购（约 10 亿美元，二手）",
   "key_data": [
    {
     "k": "收购动作",
     "v": "2026-04-02 收购 Solvice（路线优化与排班）；2025-12-02 收购 Juiced Technologies",
     "date": "2026-04-02",
     "src": "https://www.gtlaw.com/en/news/2026/04/press-releases/greenberg-traurig-advises-quickbase-inc-a-vista-equity-partners-company-in-its-acquisition-of-solvice-nv"
    }
   ],
   "owner": "Vista Equity Partners 收购，约 2019-04，报道称约 10 亿美元（二手，未读到官方稿）",
   "users": {
    "v": "超过 1 万家组织（YesPress，2026-08，二手）",
    "src": "https://yespress.io/quickbase"
   },
   "note": "Vista Equity Partners，约 2019-04，约 10 亿美元（二手，未读到官方稿） 收购时间与价格出自二手站 Zendikt，需官方稿印证。"
  },
  {
   "name": "SeaTable",
   "layer": "w2",
   "url": "https://seatable.com",
   "hq": "德国美因茨",
   "founded": 2020,
   "desc": "德国团队、与 Seafile 同源的无代码表格数据库，可自托管。2026-03 推出开源 MCP 服务器（mcp.seatable.com），Claude Desktop、Cursor、Claude Code 能读写表格，令牌可限定只读或读写，写入前向用户确认；6.1 版内置基于 MCP 的 AI 聊天插件（beta）。",
   "key_data": [
    {
     "k": "版本",
     "v": "6.0 有 AI 自动化、可接自托管大模型；6.1 有 AI 聊天插件（beta）",
     "date": "2026-09",
     "src": "https://seatable.com/help/ai-chat-plugin-in-seatable/"
    }
   ],
   "open_source": "seatable/seatable 仅为发布与问题跟踪仓库，无许可证，717 star（2026-11-02，GitHub API）；MCP 服务器源码开源，仓库地址未取到",
   "agent_access": {
    "v": "官方 MCP 服务器（2026-03 上线，免费、开源，用 base API token，可选只读或读写，写前征求确认）",
    "src": "https://www.linkedin.com/posts/seatable_seatable-mcp-server-activity-7439626674675294208-vPin"
   },
   "note": "717 star 的仓库不是完整源码，不要当主项目热度。成立年和总部凭第一轮线索（Wikiwand 镜像），未再核。"
  },
  {
   "name": "Smartsheet",
   "layer": "w2",
   "url": "https://www.smartsheet.com",
   "hq": "美国贝尔维尤",
   "founded": 2005,
   "desc": "企业级工作管理平台。官方 MCP 服务器 2026-03-24 GA，有 35 个以上工具，Agent 可查询并创建任务、更新行；2026-06 起支持 Microsoft Copilot、ChatGPT、Gemini Enterprise，另有 Smart Assist 和 CLI。",
   "valuation": {
    "v": "$8.4B",
    "kind": "收购价约 84 亿美元，每股 56.50 美元现金（2025-01-22 完成）",
    "date": "2025-01",
    "src": "https://www.geekwire.com/2025/how-smartsheet-is-ai-ifying-its-product-and-company-following-8-4b-private-equity-takeover/"
   },
   "revenue": {
    "v": "$1B",
    "kind": "年收入超过 10 亿美元（GeekWire，2025-07）；FY25 指引 11.16 至 11.21 亿美元（Needham 研报，2024）",
    "date": "2025-07",
    "src": "https://www.geekwire.com/2025/how-smartsheet-is-ai-ifying-its-product-and-company-following-8-4b-private-equity-takeover/"
   },
   "key_data": [
    {
     "k": "MCP 使用量",
     "v": "2026-06 公司称 22,000 个独立用户已执行 300 万次以上 AI 操作，约三分之一影响实际工作结果",
     "date": "2026-06",
     "src": "https://digitalisationworld.com/news/22594-smartsheet-augments-ai-capabilities-with-enhanced-integrations"
    },
    {
     "k": "首周 MCP 采用",
     "v": "首周 4000 用户、174 万次操作；早期用户用 Claude 的操作中 48% 在建任务或改任务",
     "date": "2026-03-24",
     "src": "https://www.smartsheet.com/content-center/news/smartsheet-mcp-server-achieves-exceptional-customer-adoption-first-week-4000"
    }
   ],
   "owner": "Blackstone、Vista Equity Partners 私有化收购，2025-01-22 完成，约 84 亿美元现金",
   "users": {
    "v": "1670 万活跃用户（GeekWire，2025-07）",
    "src": "https://www.geekwire.com/2025/how-smartsheet-is-ai-ifying-its-product-and-company-following-8-4b-private-equity-takeover/"
   },
   "agent_access": {
    "v": "官方 Smartsheet MCP 服务器 2026-03-24 GA，三个区域端点，OAuth 2.0 或个人令牌；首发即接 Claude，2026-06 接 Copilot、ChatGPT、Gemini Enterprise",
    "src": "https://www.smartsheet.com/content-center/news/smartsheet-mcp-server-achieves-exceptional-customer-adoption-first-week-4000"
   },
   "note": "Blackstone、Vista Equity Partners，2025-01-22 完成，约 84 亿美元现金 成立年和总部凭已知，本轮没找到来源。私有化后不再披露收入，上面是私有化前和 GeekWire 采访口径。"
  },
  {
   "name": "SmartSuite",
   "layer": "w2",
   "url": "https://www.smartsuite.com",
   "hq": "美国纽波特比奇",
   "founded": 2021,
   "desc": "无代码工作管理和数据库平台，团队用它建项目、流程、自动化。本轮没查到官方 MCP 或 Agent 写入接口的说明。",
   "total_raised": "3800 万美元（含创始人自筹 2500 万美元，TechCrunch）",
   "funding": [
    {
     "date": "2025-02-20",
     "round": "A 轮",
     "amount": "1300 万美元",
     "lead": "Canapi Ventures（跟投：Sorenson Capital、High Alpha）",
     "post": "没查到",
     "src": "https://techcrunch.com/2025/02/20/smartsuite-raises-38m-to-be-the-final-word-on-enterprise-collaboration/"
    }
   ],
   "customers": [
    "Apple Bank",
    "Credit One Bank",
    "UCLA",
    "Georgetown University",
    "Blue Cross Blue Shield",
    "UC Berkeley"
   ],
   "users": {
    "v": "5 万用户、5000 家企业，同比增长 300%（TechCrunch，2025-02）",
    "src": "https://techcrunch.com/2025/02/20/smartsuite-raises-38m-to-be-the-final-word-on-enterprise-collaboration/"
   },
   "note": "补充收录（w2 遗漏）。MCP 本轮未专门搜索，不等于没有。"
  },
  {
   "name": "钉钉 AI 表格",
   "layer": "w2",
   "url": "https://www.dingtalk.com",
   "hq": "中国杭州",
   "founded": 2015,
   "desc": "钉钉的 AI 表格（多维表）。钉钉 2026-03-17 随悟空发布完成 CLI 化改造，把上千项能力拆成命令；官方有 AI 表格 MCP（Base、Table、Field、Record 四层，批量增删改查），9.0 版加入让智能体通过命令行读写表格。",
   "key_data": [
    {
     "k": "钉钉 CLI 化",
     "v": "上千项产品能力改写为命令，供悟空 Agent 调用",
     "date": "2026-03-17",
     "src": "https://www.dingtalk.com.hk/hk/center/dingtalk-cli-ai-agent-support-260319"
    }
   ],
   "product_line_of": "阿里巴巴",
   "users": {
    "v": "钉钉 8 亿用户、2000 万以上企业组织（钉钉官方 HK 站，2026-03-18）",
    "src": "https://www.dingtalk.com.hk/hk/center/dingtalk-cli-ai-agent-support-260319"
   },
   "agent_access": {
    "v": "钉钉官方 AI 表格 MCP（Streamable HTTP，需个人 URL 令牌）；9.0.0 版 AI 表格新增命令行接口让智能体读写",
    "src": "https://boilingwater.cn/article/8001789616994582000"
   },
   "note": "MCP 的具体字段与限额出自第三方技能商店页，官方文档原文本轮没打开。成立年 2015 是推算，未找到官方一手。"
  },
  {
   "name": "飞书多维表格",
   "layer": "w2",
   "url": "https://www.feishu.cn/product/base",
   "hq": "中国北京",
   "founded": 2016,
   "desc": "飞书里的多维表格（Bitable），表、字段、视图、仪表盘加 AI 字段。Lark CLI 的多维表格域支持表、字段、记录、视图、仪表盘和数据聚合；飞书发布多维表格智能体，可给一张业务表建专属 AI 同事。",
   "key_data": [
    {
     "k": "飞书新增客户采购 AI 产品比例",
     "v": "2026 年上半年新增客户超九成同步采购飞书 AI 产品（飞书披露，经百度百科转引）",
     "date": "2026-H1",
     "src": "https://baike.baidu.com/item/%E9%A3%9E%E4%B9%A6/24325893"
    }
   ],
   "customers": [
    "携程（飞书整体）"
   ],
   "product_line_of": "字节跳动",
   "users": {
    "v": "月活超过 1000 万（2025-07 飞书未来无限大会，负责人披露，经百度百科转引）",
    "src": "https://baike.baidu.com/item/%E9%A3%9E%E4%B9%A6/24325893"
   },
   "agent_access": {
    "v": "Lark CLI（2026-03-28 开源，MIT）覆盖多维表格记录、字段、视图、仪表盘；官方 lark-mcp 支持多维表格记录读写",
    "src": "https://github.com/AlexAnys/feishu-openclaw/blob/main/docs/lark-cli-guide.md"
   },
   "note": "月活 1000 万来自第三方转引的发布会表述，飞书官方原文未打开。多维表格成立年用飞书立项年代指。"
  },
  {
   "name": "Asana",
   "layer": "w3",
   "url": "https://asana.com",
   "hq": "美国旧金山",
   "founded": 2008,
   "desc": "自称人和 Agent 团队的操作系统。AI Studio（无代码 AI 工作流）和 AI Teammates（像队员一样被指派任务的 Agent，已向所有客户开放）；官方远程 MCP（mcp.asana.com/v2/mcp，OAuth，需预注册 MCP 应用），权限沿用用户在 Asana 的权限。",
   "key_data": [
    {
     "k": "净留存率",
     "v": "整体 96%，Core 客户 97%，10 万美元以上客户 96%（FY27 Q1）",
     "date": "2026-05-28",
     "src": "https://www.nasdaq.com/press-release/asana-announces-first-quarter-fiscal-2027-results-2026-05-28"
    },
    {
     "k": "收购 StackAI",
     "v": "2026-05-28 随财报宣布收购 StackAI，约 7500 万美元现金（多处二手，官方稿没写价格）",
     "date": "2026-05-28",
     "src": "https://www.nasdaq.com/press-release/asana-announces-first-quarter-fiscal-2027-results-2026-05-28"
    }
   ],
   "public": true,
   "users": {
    "v": "年化消费 5000 美元以上的 Core 客户 26,103 家，10 万美元以上客户 817 家（FY27 Q1）",
    "src": "https://www.nasdaq.com/press-release/asana-announces-first-quarter-fiscal-2027-results-2026-05-28"
   },
   "agent_access": {
    "v": "官方远程 MCP v2（mcp.asana.com/v2/mcp，OAuth 2.1，需预注册 MCP 应用，无动态注册）；另有 Command MCP；开发者文档 2026-10-08 更新",
    "src": "https://developers.asana.com/docs/mcp-server.md"
   },
   "note": "AI 订单占净新增 ARR 17% 来自 Perplexity 财报摘要，本轮没找到一手，未写入。"
  },
  {
   "name": "ClickUp",
   "layer": "w3",
   "url": "https://clickup.com",
   "hq": "美国圣地亚哥",
   "founded": 2017,
   "desc": "自称收敛式 AI 工作空间，任务、文档、聊天、目标合一。官方托管 MCP（mcp.clickup.com/mcp，仅 OAuth）覆盖任务、文档、工时、聊天和搜索；Super Agents（2026-02-10）是无代码 Agent，在管理员设定的规则和审批下执行。",
   "valuation": {
    "v": "$4B",
    "kind": "40 亿美元（2021-10 C 轮投后，之后无新轮）",
    "date": "2021-10",
    "src": "https://techcrunch.com/2021/10/27/clickup-raises-400m-at-a-4b-valuation-to-expand-its-all-in-one-workplace-productivity-platform-to-europe/"
   },
   "revenue": {
    "v": "$300M",
    "kind": "ARR 约 3 亿美元（TechCrunch 报道，AI Expert Magazine 称口径为 2025-09）",
    "date": "2025-09",
    "src": "https://www.aiexpertmagazine.com/clickup-cuts-290-jobs-3000-ai-agents/"
   },
   "total_raised": "约 5.35 亿美元（ClickUp 官方稿口径）；聚合站写 5.37 亿美元",
   "funding": [
    {
     "date": "2021-10-27",
     "round": "C 轮",
     "amount": "4 亿美元",
     "lead": "Andreessen Horowitz、Tiger Global（共同领投）",
     "post": "40 亿美元",
     "src": "https://techcrunch.com/2021/10/27/clickup-raises-400m-at-a-4b-valuation-to-expand-its-all-in-one-workplace-productivity-platform-to-europe/"
    }
   ],
   "key_data": [
    {
     "k": "裁员与内部 Agent",
     "v": "2026-05-21 裁约 290 人（22%，原 1300 人），内部约 3000 个 AI Agent",
     "date": "2026-05-21",
     "src": "https://www.aiexpertmagazine.com/clickup-cuts-290-jobs-3000-ai-agents/"
    },
    {
     "k": "收购",
     "v": "2025-11 收购 Qatalog；2025-12 收购 Codegen（独立服务 2026-01-16 下线）",
     "date": "2025-12",
     "src": "https://zerogtalent.com/blog/clickup-s-1m-salary-gambit-how-a-22-layoff-fuels-its-ai-native-brain2-push"
    }
   ],
   "users": {
    "v": "2000 万以上用户（AI Expert Magazine 转引，二手）",
    "src": "https://www.aiexpertmagazine.com/clickup-cuts-290-jobs-3000-ai-agents/"
   },
   "agent_access": {
    "v": "官方托管 MCP mcp.clickup.com/mcp，仅 OAuth，不接受个人 API key；可建改任务、文档、读写评论、工时、聊天；Super Agents 可接外部 MCP 服务器（2026-05 前后仍在上线）",
    "src": "https://tryglen.com/mcp/servers/clickup"
   },
   "note": "累计融资的 5.35 亿来自官方稿口径但我没打开该稿，聚合站为 5.37 亿；ARR 与裁员数字来自 TechCrunch 报道的二手转引，没打开 TechCrunch 原文。"
  },
  {
   "name": "Linear",
   "layer": "w3",
   "url": "https://linear.app",
   "hq": "美国旧金山",
   "founded": 2019,
   "desc": "产品研发团队的工作管理工具，把 Agent 当作工作空间里的用户：可被 @、被指派、写评论、协作文档，装的 Agent 不算付费席位。官方远程 MCP（mcp.linear.app/mcp，另有只读端点）；公司称 95% 的付费工作空间装了 Agent，当前新建工作的一半由 Agent 创建。",
   "valuation": {
    "v": "$2.5B",
    "kind": "25 亿美元（2026-08-25 员工 tender，9900 万美元，Accel 领投，Salesforce Ventures、S32 新加入；二级交易，Linear 未新融资）",
    "date": "2026-08",
    "src": "https://linear.app/now/sharing-growth-with-the-people-building-linear"
   },
   "revenue": {
    "v": "$100M",
    "kind": "ARR 超过 1 亿美元（2026 年内，Linear 官方博客）",
    "date": "2026",
    "src": "https://linear.app/now/sharing-growth-with-the-people-building-linear"
   },
   "funding": [
    {
     "date": "2025-06-10",
     "round": "C 轮",
     "amount": "没查到（本轮来源未写金额）",
     "lead": "Accel",
     "post": "12.5 亿美元",
     "src": "https://linear.app/now/sharing-growth-with-the-people-building-linear"
    }
   ],
   "key_data": [
    {
     "k": "Agent 创建的工作占比",
     "v": "95% 的付费工作空间装了 Agent；新建工作中 Agent 创建的占 50%，一年前为 3%（公司披露，SaaStr 解读）",
     "date": "2026-08",
     "src": "https://www.saastr.com/50-of-the-work-created-in-linear-is-now-created-by-agents-a-year-ago-it-was-3/"
    },
    {
     "k": "带 PR 的 issue",
     "v": "2026 年初以来关联 PR 的 issue 增长 7 倍",
     "date": "2026-08",
     "src": "https://www.saastr.com/50-of-the-work-created-in-linear-is-now-created-by-agents-a-year-ago-it-was-3/"
    }
   ],
   "customers": [
    "OpenAI",
    "Cursor",
    "Cognition",
    "Harvey",
    "Salesforce",
    "Figma"
   ],
   "users": {
    "v": "4 万以上家付费公司，净收入留存 177%（Linear 官方博客，2026-08-25）",
    "src": "https://linear.app/now/sharing-growth-with-the-people-building-linear"
   },
   "agent_access": {
    "v": "官方远程 MCP mcp.linear.app/mcp（OAuth，只读可选 /mcp/readonly），Linear 官方文档；Agent 开发者指南 linear.app/developers/agents",
    "src": "https://linear.app/docs/mcp.md"
   },
   "note": "C 轮金额和成立年本轮没找到来源（成立年凭已知 2019）。Dealroom 写二级为 6410 万美元，与官方 9900 万美元不一致，以官方为准。"
  },
  {
   "name": "Plane",
   "layer": "w3",
   "url": "https://plane.so",
   "hq": "美国（公司主体）；开发团队在印度海得拉巴",
   "founded": 2022,
   "founded_month": "2022-11",
   "desc": "开源的 Jira、Linear 替代，工作项、周期、模块、页面（文档）。官方托管 MCP（mcp.plane.so，OAuth 或个人令牌）30 个工具覆盖 204 种操作，也可自托管；权限沿用用户在 Plane 的角色。",
   "total_raised": "约 400 万美元（Ethical Stack）",
   "funding": [
    {
     "date": "没查到",
     "round": "种子轮",
     "amount": "400 万美元",
     "lead": "OSS Capital（跟投：Sherpalo Ventures）",
     "post": "没查到",
     "src": "https://ethicalstack.dev/provider/plane/"
    }
   ],
   "key_data": [
    {
     "k": "定价",
     "v": "Cloud 免费到 12 人，Pro 与 Business 按席位，来源对具体价格写法不一",
     "date": "2026-08",
     "src": "https://ethicalstack.dev/provider/plane/"
    }
   ],
   "open_source": "社区版 AGPL-3.0，makeplane/plane 61,889 star（2026-11-02，GitHub API）；其他版本为非自由许可",
   "agent_access": {
    "v": "官方托管 MCP mcp.plane.so（OAuth/PAT），30 个工具、204 种操作；可自托管，商业版 Helm chart 可开启，开发者文档 2026-10-18 更新",
    "src": "https://developers.plane.so/dev-tools/mcp-server.html"
   },
   "note": "种子轮日期没查到：一篇微信稿称 2026 年初，但本轮没找到一手公告，不采信。成立月份 2022-11 来自 GitHub 仓库创建日期（2022-11-19）和中文稿，不是公司官方说法。"
  },
  {
   "name": "Taskade",
   "layer": "w3",
   "url": "https://www.taskade.com",
   "hq": "美国旧金山",
   "founded": 2017,
   "desc": "工作空间里放项目、笔记、AI Agent、自动化，主打 Taskade Genesis：一句话生成带数据、Agent 和自动化的应用。托管 MCP（taskade.com/mcp，OAuth，付费套餐）和 Claude Code 插件，Agent 可读写工作空间。",
   "total_raised": "约 500 万美元（Taskade 官方博客）；其他聚合写 575 万和 615 万美元",
   "funding": [
    {
     "date": "2019-10",
     "round": "种子轮",
     "amount": "500 万美元",
     "lead": "Grishin Robotics、Y Combinator",
     "post": "没查到",
     "src": "https://www.taskade.com/blog/taskade-5m-seed-funding-yc-grishin-robotics"
    }
   ],
   "customers": [
    "3M",
    "Nike",
    "Tesla",
    "Netflix",
    "Airbnb",
    "Disney",
    "Adobe",
    "ESPN（Taskade 自称有团队在用"
   ],
   "users": {
    "v": "100 万以上用户、15 万以上应用、50 万以上 AI Agent（Taskade 自述）",
    "src": "https://github.com/taskade"
   },
   "agent_access": {
    "v": "托管 MCP 服务器 www.taskade.com/mcp（OAuth，付费计划），公开 API，SKILL.md，Claude Code 插件",
    "src": "https://github.com/taskade"
   },
   "note": "成立年：PitchBook 2017，GetLatka 2019。客户名单是公司自述的使用者团队，不一定是企业合同。"
  },
  {
   "name": "Wrike",
   "layer": "w3",
   "url": "https://www.wrike.com",
   "hq": "美国圣何塞",
   "founded": 2006,
   "desc": "项目协作和工作管理，现属 Symphony Technology Group。官方 MCP v2（mcp.wrike.com/v2）上架 Anthropic、Google、OpenAI 的连接器目录，Agent 可读、更新任务，更新前由人批准；公司称 MCP 连接数自 2026-01 起增长 16 倍。",
   "valuation": {
    "v": "$2.2B",
    "kind": "Citrix 2021 年收购价 22.5 亿美元（见 owner）",
    "date": "2021",
    "src": "https://www.pmf.show/blog/andrew-filev-wrike-2-25b-citrix-exit-zencoder-ai-coding-agents"
   },
   "total_raised": "约 2600 万美元（PMF Show 采访稿，二手）",
   "funding": [
    {
     "date": "2013-10",
     "round": "A 轮",
     "amount": "1000 万美元",
     "lead": "Bain Capital Ventures",
     "post": "没查到",
     "src": "https://www.pmf.show/blog/andrew-filev-wrike-2-25b-citrix-exit-zencoder-ai-coding-agents"
    },
    {
     "date": "2015-05",
     "round": "B 轮",
     "amount": "1500 万美元",
     "lead": "Scale Venture Partners",
     "post": "没查到",
     "src": "https://www.pmf.show/blog/andrew-filev-wrike-2-25b-citrix-exit-zencoder-ai-coding-agents"
    }
   ],
   "key_data": [
    {
     "k": "MCP 连接增长",
     "v": "自 2026-01 起 MCP 连接数增长 16 倍（STG 转发 Wrike 公告）",
     "date": "2026-07-15",
     "src": "https://www.linkedin.com/posts/symphony-technology-group_great-innovations-from-wrike-make-ai-accessible-activity-7483520876601057280-7o8S"
    }
   ],
   "owner": "Symphony Technology Group 收购，2023-07，价格未披露（此前 Citrix 2021 年以 22.5 亿美元收购，2022 年随 Citrix 被私有化）",
   "agent_access": {
    "v": "官方 MCP v2 mcp.wrike.com/v2（Streamable HTTP，OAuth 2.0 或永久令牌），在 Anthropic、Google、OpenAI 目录上架；资源分配类工具在 Pinnacle 和 Apex 套餐，推荐指派由人批准后才生效",
    "src": "https://developers.wrike.com/docs/wrike-mcp-server-overview.md"
   },
   "note": "A、B 轮金额出自访谈稿，不是融资公告。"
  }
 ]
}