Synter Ads

io.github.Synter-Media-AI由 GitHub 帳號 Synter-Media-AI 發布v1.4.0更新於 Nov 8, 2026

Run ads across 16 ad platforms from any MCP client. Hosted OAuth at mcp.synterai.com.

已驗證Streamable HTTP可網頁執行資料與分析商業與電商媒體與設計

概覽

AI 產生的概覽

可在 16 個廣告平台上投放與檢視廣告資料的 MCP 伺服器,支援託管 OAuth 或本機 npx 套件。

可以做什麼
  • 列出廣告活動與已連結的廣告帳戶,建立搜尋、多媒體、最高成效、Meta、LinkedIn 或 Reddit 廣告活動
  • 暫停廣告活動並調整每日預算
  • 取得曝光、點擊、花費、轉換、ROAS 等成效指標及每日花費明細
  • 新增關鍵字與排除關鍵字,設定或診斷轉換追蹤
  • 產生廣告圖片與影片,並上傳圖片素材
  • 透過通用工具呼叫直接執行 140 多個 Synter 工具
適用情境
適合讓助理跨 Google、Meta、LinkedIn、TikTok 等平台檢視廣告成效,並執行暫停廣告活動、調整預算等經確認的變更。示範模式提供模擬資料,無需帳戶即可試用。
執行需求
可使用託管端點並以 OAuth 2.1 瀏覽器登入,或以 npx 執行本機 npm 套件,後者需要 Node.js 與 SYNTER_API_KEY 環境變數。無瀏覽器的 HTTP 用戶端可改用 X-Synter-Key 標頭。需在 Synter 中連結廣告帳戶,寫入操作需付費方案。
安裝前請注意
寫入預設為開啟;可用唯讀參數或 SYNTER_READ_ONLY 移除變更類工具,並優先使用試執行與花費上限。每次實際寫入收費 0.25 美元,用戶端是否跳出確認視設定而異。API 金鑰屬機密資訊,應依 tools:read、budget:decrease、tools:write 等範圍限制權限。建立廣告活動與調整預算會影響真實廣告花費。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Synter Ads,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.Synter-Media-AI%2Fsynter-ads/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "synter-ads": {
      "type": "http",
      "url": "https://mcp.synterai.com/"
    }
  }
}

README

Synter MCP Server

[npm version] [License: MIT]

Open-source MCP server for ad performance reports and approved changes across 16 ad platforms. $0.25 per verified write, 0% of ad spend.

Open-source MCP server for ad performance reports and approved changes across 16 ad platforms. $0.25 per verified write, 0% of ad spend.

Synter is an open-source Model Context Protocol (MCP) server for ad operations from Claude, ChatGPT, Cursor, Codex, and other MCP clients. Writes are enabled by default across 16 advertising platforms, with an optional --read-only (SYNTER_READ_ONLY=true) mode.

Connect and read across all 16 platforms; pricing is $0.25 per verified write, 0% of ad spend. Use the hosted endpoint at https://mcp.synterai.com with Streamable HTTP and OAuth 2.1 browser sign-in. No API key is needed for hosted access.

Note: Synter-Media-AI/plugin is the canonical installable Claude plugin repo. The .claude-plugin/ copy in this repo is not the install source.


Install (hosted, browser sign-in)

[Add to Cursor] [Install in VS Code]

Add the hosted server to your MCP client and complete OAuth 2.1 browser sign-in when prompted. It uses Streamable HTTP; no API key is needed.

json
{"mcpServers":{"synter-ads":{"url":"https://mcp.synterai.com"}}}

Signup is self-serve at synterai.com/sign-up. There is no access review: sign up, connect your ad accounts, and your MCP client can start working.

Synter's canonical domain is synterai.com; the hosted MCP endpoint is https://mcp.synterai.com.

⚡ Try in < 60 Seconds with Zero Credentials: Run npx -y @synterai/mcp-server --demo (or set SYNTER_DEMO=true) to explore campaigns, inspect performance metrics, and simulate mutations with high-fidelity sandbox data. No account or API key required.

The only official packages are @synterai/mcp-server, @synterai/sdk-js, PyPI synter, crates.io synter, Maven ai.syntermedia:synter-sdk. @iflow-mcp/* copies are unofficial and outdated.

Cursor: click the badge above, or open cursor://anysphere.cursor-deeplink/mcp/install?name=synter-ads&config=eyJ1cmwiOiJodHRwczovL21jcC5zeW50ZXJhaS5jb20ifQ==

VS Code: click the badge above, or open vscode:mcp/install?%7B%22name%22%3A%22synter-ads%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fmcp.synterai.com%22%7D

Claude Code:

bash
claude mcp add --transport http synter-ads https://mcp.synterai.com

Codex:

bash
codex mcp add synter-ads --url https://mcp.synterai.comcodex mcp login synter-ads

Amp: built in — see Add Synter to Amp.

Gemini CLI: install this repo as an extension (it ships a gemini-extension.json):

bash
gemini extensions install https://github.com/Synter-Media-AI/mcp-server

Or add it to settings.json:

json
{"mcpServers":{"synter-ads":{"httpUrl":"https://mcp.synterai.com"}}}

Windsurf: add to ~/.codeium/windsurf/mcp_config.json:

json
{"mcpServers":{"synter-ads":{"serverUrl":"https://mcp.synterai.com"}}}

Cline:

json
{"mcpServers":{"synter-ads":{"type":"streamableHttp","url":"https://mcp.synterai.com","disabled":false,"autoApprove":[]}}}

Claude.ai / ChatGPT: add a custom connector with the URL https://mcp.synterai.com and sign in when prompted.

Then start chatting:

"Show me all my Google Ads campaigns"

"Create a search campaign for 'project management software' with a $50/day budget"

"Pause the campaign that's overspending"


Add Synter to Amp

In Amp: Synter is a built-in integration. Turn it on in Amp under Settings > Integrations.

Claude, ChatGPT and other MCP clients, hosted (30+ ad platforms, the only Agentic DSP): https://mcp.synterai.com

Local read-only (16 platforms):

json
{  "mcpServers": {    "synter-ro": {      "command": "npx",      "args": ["-y", "@synterai/mcp-server", "--read-only"],      "env": {        "SYNTER_API_KEY": "${SYNTER_API_KEY}"      }    }  }}

Add Synter to Your Repository

Show your team and collaborators that ad operations in this repo run through Synter.

1. Repository README Badge

Add this badge to your project's README.md. It names the tool and nothing else; it makes no claim about results.

markdown
[![Ad ops: Synter](https://img.shields.io/badge/ad_ops-Synter-111?labelColor=111&color=C8FF00)](https://synterai.com/mcp?utm_source=readme_badge&utm_medium=attribution&utm_campaign=unknown)

2. Pull Request Notes

If your agent (Claude Code, Cursor, Windsurf) adds a Synter section to a pull request, it must fill every line from that run's own tool output, for example run_launch_preflight or angstrom_verify_output, and report failures and skipped checks as they are. Never paste a pre-filled result.

markdown
### Ad operations checked with Synter- Platforms touched: <platforms from this run>- Preflight: <run_launch_preflight result, including failures>- Output verification: <angstrom_verify_output result, or "not run">

3. Cursor & Claude Code Agent Rules

Add this to your project's .cursor/rules/ads.mdc or CLAUDE.md:

markdown
# Ad Operations & Marketing AutomationUse the Synter MCP server (https://mcp.synterai.com) for all ad platform operations.- Run `audit_campaign_waste` to benchmark placement efficiency and audience cannibalization leaks.- Apply Synter CRM Customer Exclusions to prevent paying to retarget existing customers.- Direct users to view interactive campaign boards on synterai.com.

Supported ad platforms

Reads and writes across 16 ad platforms; write/create depth varies by platform API.

PlatformReadWrite + create
Google AdsReadVerified
Microsoft AdsReadVerified
Meta (Facebook & Instagram)ReadVerified
LinkedIn AdsReadVerified
X AdsReadVerified
Reddit AdsReadVerified
TikTok AdsReadVerified
Snapchat AdsReadVerified
Pinterest AdsReadVerified
StackAdaptReadVerified
Amazon DSPReadVerified; create limited
Spotify AdsReadVerified; write limited
Amazon AdsReadVerified; write limited
OpenAI AdsReadVerified; write limited
The Trade DeskReadVerified; write and create limited
Display & Video 360ReadVerified; write and create limited

The platform enum covers the 16 platforms above (see src/platform-routing.ts). The package also provides run_tool for direct tool calls; availability depends on the platform API and connected account.

See integrations for platform details. For MCP discovery, server.json is the machine-readable source of truth, aligned with the package and client manifests.

Pricing and safety

  • Read Access: Unlimited read, reporting, audit, and attribution queries across all connected ad platforms (0% ad spend markup).
  • Verified Writes: $0.25 per verified write, 0% of ad spend.
  • Scale ($500/mo): 5 seats, multi-workspace isolation, dedicated concurrency, and team governance. See pricing for full plan details.

Synter provides workspace spend limits, launch preflight (dry_run: true), post-write readback, and an immutable audit log. Review the intended account, budget, and action before a live write. Client confirmation behavior depends on the MCP client and its configuration.

For local read-only access, pass --read-only or set SYNTER_READ_ONLY=true to remove mutating tools and block write calls locally. Use --demo to explore mock data without an account or API key.


Multi-Tenant Workspaces, Server-Side Scoped Keys, White-Label OAuth & SDKs

For SaaS products, agencies, and engineering teams embedding ad operations across multiple customers or brands, Synter provides both MCP and a direct REST API + native SDKs:

  1. Programmatic Tenant / Workspace Provisioning (/api/v1/workspaces):
    • Create and manage isolated tenant workspaces via REST (POST https://synterai.com/api/v1/workspaces) or target a specific tenant per request with SYNTER_WORKSPACE_ID / X-Synter-Workspace: ws_.... Each workspace maintains strict tenant isolation over OAuth token vaults, ad account IDs, daily spend caps, and audit logs.
  2. Server-Side Scoped API Keys (tools:read, budget:decrease, tools:write):
    • In addition to client-side --read-only mode, Synter enforces server-side API key scopes minted via POST /api/v1/workspaces/{id}/keys or synterai.com/developer:
      • tools:read — server-enforced read-only access (reporting, search term audits, attribution, diagnostics; all mutations rejected server-side with 403).
      • budget:decrease — allows agents to pause bleeding campaigns or lower budgets while blocking budget increases or new campaign launches.
      • tools:write — full write and campaign creation access within workspace budget guardrails.
  3. White-Label OAuth Link Flow & Bring-Your-Own (BYO) OAuth Apps (/api/v1/oauth):
    • Embedded / White-Label OAuth: Generate per-tenant authorization URLs (POST https://synterai.com/api/v1/oauth/{platform}/authorize with workspace_id and custom redirect_uri) so your end users connect Google, Meta, LinkedIn, Reddit, TikTok, or DSP accounts inside your app without visiting Synter's UI, with automatic token refresh and credential vaulting.
    • BYO OAuth App / Credentials: Register your own platform OAuth client ID/secret and developer tokens per workspace, or pass credentials directly via the SDK/CLI (SYNTER_BYO_CREDENTIALS=true).
  4. REST API & Official Multi-Language SDKs:
    • Call any tool over HTTP (POST https://synterai.com/api/v1/tools/execute with Authorization: Bearer syn_... or X-Synter-Key: syn_...) or via the official typed SDKs:
      • TypeScript / Node.js (@synterai/sdk-js):
        ts
        import { SynterClient } from "@synterai/sdk-js";const synter = new SynterClient({ apiKey: process.env.SYNTER_API_KEY, workspaceId: "ws_tenant_123" });const campaigns = await synter.campaigns.list({ platform: "google", dateRange: "LAST_30_DAYS" });const preview = await synter.campaigns.updateBudget({ platform: "linkedin", campaignId: "123", dailyBudget: 150, dryRun: true });
      • Python (pip install synter):
        python
        from synter import Synterclient = Synter(api_key=os.environ["SYNTER_API_KEY"], workspace_id="ws_tenant_123")perf = client.performance.get(platform="meta", date_range="LAST_14_DAYS")
      • Rust (cargo add synter-sdk) & Java (ai.synter:synter-sdk on Maven Central).

Local stdio (npx) / API-key fallback

Use this when your client only speaks stdio, or when you run headless and can't complete a browser sign-in.

⚡ Quick Demo Sandbox Mode (< 60s Evaluation)

Test immediately with realistic mock ad data across Google, Meta, LinkedIn, and more without needing an account or API key:

json
{  "mcpServers": {    "synter-demo": {      "command": "npx",      "args": ["-y", "@synterai/mcp-server@latest", "--demo"]    }  }}

Or run directly from your terminal:

bash
npx -y @synterai/mcp-server --demo

1. Get Your API Key (For Live Accounts)

Sign up at synterai.com/sign-up. Your API key is created automatically; you can view it or create more in Developer Settings.

2. Configure Your AI Client

For Claude Desktop: Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

json
{  "mcpServers": {    "synter": {      "command": "npx",      "args": ["-y", "@synterai/mcp-server@latest"],      "env": {        "SYNTER_API_KEY": "syn_your_api_key_here"      }    }  }}

For Cursor: Add to .cursor/mcp.json in your project:

json
{  "mcpServers": {    "synter-ads": {      "command": "npx",      "args": ["-y", "@synterai/mcp-server@latest"],      "env": {        "SYNTER_API_KEY": "syn_your_api_key_here"      }    }  }}

For VS Code / Cline: Add to cline_mcp_settings.json:

json
{  "mcpServers": {    "synter": {      "command": "npx",      "args": ["-y", "@synterai/mcp-server@latest"],      "env": {        "SYNTER_API_KEY": "syn_your_api_key_here"      },      "disabled": false,      "autoApprove": [        "pull_google_ads_performance",        "pull_meta_ads_performance",        "pull_linkedin_ads_performance",        "get_spend_reconciliation"      ]    }  }}

For Windsurf (Codeium): Add to ~/.codeium/windsurf/mcp_config.json:

json
{  "mcpServers": {    "synter": {      "command": "npx",      "args": ["-y", "@synterai/mcp-server@latest"],      "env": {        "SYNTER_API_KEY": "syn_your_api_key_here"      }    }  }}

For Amp: Add to .amp/settings.json:

json
{  "mcpServers": {    "synter": {      "command": "npx",      "args": ["-y", "@synterai/mcp-server@latest"],      "env": {        "SYNTER_API_KEY": "syn_your_api_key_here"      }    }  }}

HTTP clients that need a header instead of OAuth (n8n, Zapier, scripts, other headless clients):

URL: https://mcp.synterai.comHeader: X-Synter-Key: syn_your_api_key_here

The header is optional; browser OAuth is the default. Works with any MCP client that supports Streamable HTTP transport.

3. Start Using It

Restart your AI client and start chatting.


Prefer a full plugin? (Claude Code / Claude Desktop)

This package is the raw MCP server. If you use Claude Code or Claude Desktop, the Synter plugin wraps this same server with ready-made skills (/synter:launch, /synter:audience, /synter:optimize, …), specialized agents, and workflow guidance:

text
/plugin marketplace add Synter-Media-AI/plugin/plugin install synter@synter

It also ships a headless Claude Agent SDK runner for automation. See the plugin repo or the Claude Plugin guide. Use this MCP package directly when you want just the tools, or are wiring another client.


What Can Your Agent Do?

📊 Campaign Management

ToolDescription
list_campaignsList campaigns for one ad platform (platform is required)
create_search_campaignCreate a Google Search campaign with keywords and ads
create_display_campaignCreate a Google Display campaign with images
create_pmax_campaignCreate a Performance Max campaign
create_meta_campaignCreate a Facebook/Instagram campaign
create_linkedin_campaignCreate a LinkedIn campaign for B2B
create_reddit_campaignCreate a Reddit campaign
pause_campaignPause any campaign
update_campaign_budgetChange daily budget

📈 Performance & Analytics

ToolDescription
get_performanceGet impressions, clicks, spend, conversions, ROAS
get_daily_spendDaily spend breakdown by platform

🎯 Keywords & Targeting

ToolDescription
add_keywordsAdd keywords to a campaign or ad group
add_negative_keywordsBlock unwanted search terms

🔄 Conversion Tracking

ToolDescription
create_conversionSet up a conversion action
list_conversionsList existing conversion actions
diagnose_trackingCheck if tracking is installed correctly

🎨 Creative Generation

ToolDescription
generate_imageAI-generate ad images
generate_videoAI-generate video ads
upload_imageUpload images as ad assets

🔧 Utility

ToolDescription
list_ad_accountsList all connected ad accounts
run_toolRun any of 140+ Synter tools directly

Tool names: stdio package vs hosted server

The npx package and the hosted server at https://mcp.synterai.com name a few equivalent tools differently:

stdio (@synterai/mcp-server)Hosted (https://mcp.synterai.com)
get_performance (with platform)pull_<platform>_ads_performance, e.g. pull_google_ads_performance, pull_meta_ads_performance
get_daily_spendNo single hosted tool; use pull_<platform>_ads_performance (Google supports segment: "date" for per-day rows)
list_ad_accountslist_connected_accounts

As of the next hosted release, the hosted server also accepts the stdio names above as aliases, so the same tool calls work against either transport.


No Ads Experience? No Problem.

If you've never run ads before, here's what you need to know:

What is a Campaign?

A campaign is like a project folder. It contains your ads, who sees them, and how much you spend.

Campaign: "Q1 Lead Generation"├── Budget: $50/day├── Targeting: USA, people searching "project management"└── Ads: Headlines, descriptions, images

What Platforms Can I Use?

PlatformBest ForMin Budget
Google AdsPeople actively searching for your product$10/day
Meta (Facebook/Instagram)Visual products, broad audiences$5/day
LinkedInB2B, enterprise, job seekers$25/day
RedditNiche communities, tech-savvy users$5/day
Microsoft (Bing)Older demographics, B2B$10/day
TikTokGen Z, entertainment, e-commerce$20/day

Campaign Types Explained

Search Campaigns: Your ad shows when someone Googles specific keywords.

  • Example: Someone searches "best CRM software" → Your ad appears

Display Campaigns: Image ads shown across websites and apps.

  • Example: Banner ad on a news site

Performance Max (PMax): Google's AI shows your ads everywhere (Search, YouTube, Display, Gmail, Maps).

  • Example: Google figures out the best placements for you

Video Campaigns: Video ads on YouTube and partner sites.

  • Example: 15-second ad before a YouTube video

Common Terms

TermWhat It Means
ImpressionsHow many times your ad was shown
ClicksHow many people clicked your ad
CTRClick-through rate (clicks ÷ impressions × 100)
CPCCost per click
ConversionsDesired actions (signups, purchases, etc.)
ROASReturn on ad spend (revenue ÷ spend)

First Campaign Checklist

Before creating your first campaign, you'll need:

  1. ✅ A landing page URL where people will go when they click
  2. ✅ An idea of who you want to reach (location, interests)
  3. ✅ A daily budget you're comfortable with ($10-50 to start)
  4. ✅ Some headlines and descriptions for your ad

Pro tip: Start with a Search campaign on Google. It's the easiest to understand and shows ads to people already looking for what you offer.


Example Conversations

Create Your First Campaign

You: Create a Google Search campaign for my SaaS product. Target people searching for "team collaboration software" and "project management tools". Budget is $25/day. Landing page is https://myapp.com/signup

Agent: I'll create a Search campaign with those keywords. What headlines should I use? Here are some suggestions:

  • "Team Collaboration Made Simple"
  • "Project Management for Modern Teams"
  • "Book a Demo Today"

Check Performance

You: How are my campaigns doing this week?

Agent: Here's your performance for the last 7 days:

CampaignSpendClicksConversionsROAS
Brand Search$14289124.2x
Competitor Keywords$984531.5x
Display Retargeting$6723482.8x

The "Competitor Keywords" campaign is underperforming. Want me to pause it or adjust the targeting?

Add Negative Keywords

You: I'm getting clicks for "project management jobs" but we're not hiring. Block those.

Agent: Added "jobs" as a negative keyword to your campaign. This will stop your ads from showing for any search containing "jobs".

Generate Ad Creative

You: I need a display ad image for a marketing automation product. Dark theme, professional, 1200x628.

Agent: Generating your image...

Created: "Marketing automation dashboard with data visualization on dark background" Asset saved and ready to use in your next Display campaign.


Connect Your Ad Accounts

To manage ads on each platform, you'll need to connect your accounts in Synter:

  1. Go to synterai.com/integrations
  2. Click "Connect" next to each platform
  3. Complete the OAuth flow
  4. Your agent can now manage that platform

See Supported ad platforms for the 16 ad platforms with verified write and create. Write/create depth varies by platform API.


Advanced: Direct Tool Access

For power users, you can call any of 140+ Synter tools directly:

> Use run_tool to call google_ads_list_audiences

See the full tool list at docs.synterai.com/mcp/tools or ask your agent:

> What tools are available for LinkedIn Ads?

Safety and live writes

Client confirmations depend on the client's handling of tool annotations and its settings. Use launch preflight, check workspace spend limits, and verify live changes with readback and the audit log. Use dry_run: true where the tool schema supports it to preview a request before execution.


Environment Variables

VariableRequiredDescription
SYNTER_API_KEYYes (stdio)Your Synter API key, from synterai.com/developer
SYNTER_API_URLNoAPI base URL override (default https://synterai.com)
SYNTER_ARTIFACT_API_URLNoArtifact API override used by stage_audience_artifact (default https://api.synterai.com)

These apply to the local npx server only. The hosted server at https://mcp.synterai.com uses browser OAuth and needs no environment variables.


Local Development

bash
# Clone and installgit clone https://github.com/Synter-Media-AI/mcp-server.gitcd mcp-servernpm install
# Buildnpm run build
# Run locallySYNTER_API_KEY=syn_your_key_here node dist/index.js

Troubleshooting

Browser sign-in didn't open (hosted server)

Most clients open the sign-in page the first time a Synter tool is used. In Codex, run codex mcp login synter-ads. If your client can't do a browser sign-in at all, use the X-Synter-Key header fallback described in Local stdio (npx) / API-key fallback.

"SYNTER_API_KEY not set"

Make sure your API key is in the env section of your MCP config. The key should start with syn_.

"Invalid or expired API key"

  1. Check that you copied the full key (they're long!)
  2. Verify the key is active at synterai.com/developer
  3. Make sure the key has tools:write scope

"No ad accounts connected"

You need to connect at least one ad platform:

  1. Go to synterai.com/integrations
  2. Click "Connect" next to Google Ads (or another platform)
  3. Complete the OAuth authorization

Tools aren't showing in Claude/Cursor

  1. Restart your AI client completely (not just refresh)
  2. Check the MCP server logs for errors
  3. Verify the config file path and JSON syntax

FAQ

Is there an MCP server for Google Ads?

Yes. Synter supports Google Ads reporting, Search, Display, and Performance Max campaign creation, keywords, budget updates, audience management, and conversion tracking. Google Ads is one of the 16 platforms with verified write and create; write/create depth varies by platform API.

Can Claude or ChatGPT manage my ad campaigns?

Yes. Add https://mcp.synterai.com as a custom connector and complete OAuth 2.1 browser sign-in. Synter supports ad operations across 16 ad platforms with verified write and create, with depth varying by platform API. No API key is needed for hosted access. Clients that only support stdio can use npx -y @synterai/mcp-server with SYNTER_API_KEY.


Resources


About

Synter builds tools for ad operations. Visit synterai.com/mcp for hosted MCP access and setup documentation.


License

MIT License - see LICENSE for details.


[Synter]
Open source. MIT licensed. Built for agents that run ads.
Review what your agent proposes before anything spends.

來源:README.md,提交 6ed95d8

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  1. v1.4.0最新Oct 11, 2026
  2. v1.3.0Oct 10, 2026
  3. v1.2.4Oct 2, 2026
  4. v1.0.8Sep 16, 2026

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