Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Validate OpenRTB bid requests and responses against IAB specs. ARTF, Rust core.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
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适用于网页版、桌面版和手机版 Claude:
https://rtblint.org/mcp在终端中运行这条命令
claude mcp add --transport http rtblint https://rtblint.org/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"rtblint": {
"url": "https://rtblint.org/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"rtblint": {
"type": "http",
"url": "https://rtblint.org/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://rtblint.org/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 aleksUIX 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.14.4)于17天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
OpenRTB linter. Validates OpenRTB 2.x bid requests and bid responses against versioned IAB Tech Lab spec snapshots, from 2.0 through the monthly 2.6 releases (currently up to 2.6-202606).
Website and playground: rtblint.org
ext subtrees stay open)bid.adm content vs the declared bid.mtype (native JSON encoding, VAST/DAAST roots, double-encoded payloads)impid, mtype, adm markup, dealid, seat, and currency are checked against what the request actually offeredimp.secure and regs.coppa as integers, while the IAB OpenRTB protobuf schema declares 28 of them bool. Either encoding is correct on its own transport and wrong on the other, so the caller declares which one it meantext: Native Ads 1.2 markup (imp.native.request and native bid.adm, including required-asset pairing), GPP header vs gpp_sid and TCF 2 shape, ${AUCTION_*} macros on billing and loss URLs, EID/SUA structure, SKAdNetwork ext.skadnregs.coppa / device.lmt / device.dnt / regs.gdpr versus identifiers on the same payload, TCF Purpose 1 versus device-storage IDs, US Privacy Opt-Out Sale versus hashed EIDs, email-shaped user.id / site.page, DSA Transparency field presence. Findings describe the document. They do not state a legal conclusion.Every finding carries a stable rule id, a severity, a message, and a JSON path.
ARTF, the IAB Tech Lab Agentic Real Time Framework, hands an agent an OpenRTB payload inside an RTBRequest envelope and takes back *mutations*: proposed changes the orchestrator may accept or reject one at a time. Nothing in the framework checks that the auction still validates once they are applied, and a mutation is only meaningful relative to the request it targets.
# The envelope, plus full OpenRTB validation of what it carries
rtblint validate --type artf-request rtb-request.json
rtblint validate --type artf-response --request rtb-request.json rtb-response.json
rtblint validate --type artf-response --apply --request rtb-request.json rtb-response.json
Three passes:
lifecycle against the payloads actually carried, tmax plausibility for an in-auction call, originator and applicable_intents enum values, and the carried bid request and bid response validated as protobuf JSON.applicable_intents, the operation and payload oneof member match the intent, and every semantic path (/imp/{id}, /imp/{id}/pmp/deals/{id}, /user/data/segment, /seatbid/{seat}/bid/{id}) resolves to something the auction carries. ADJUST_DEAL_MARGIN is reported as having no OpenRTB field to write to, because it does not.The ARTF v1.0 document and its .proto use different vocabularies for the same mutation (activateSegments and a value: {IDsPayload: ...} wrapper against ACTIVATE_SEGMENTS and top-level oneof members). Payloads written from the document are mapped and reported as artf.mutation.legacy_spec_encoding rather than dismissed as unknown.
| Surface | Package | Status |
|---|---|---|
| Rust CLI | rtblint | Working |
| Rust library | rtblint-core | Working |
| MCP server | rtblint-mcp | Working |
| Node (WASM) | rtblint-core on npm | Working |
| GitHub Action | aleksUIX/rtblint | Working |
| Python | rtblint on PyPI | Not implemented yet |
| Go | github.com/aleksUIX/rtblint/go | Not implemented yet |
OpenRTB 3.0 validates through its layered envelope: the transport objects (Openrtb, Request, Item, Deal, Source, Response, Seatbid, Bid) and the AdCOM 1.0 domain objects under item.spec (Placement), bid.media (Ad), and request.context. A 2.x payload sent to a 3.0 validator gets a migration diagnostic rather than a bare parse error. The 2.6-202204 snapshot has no extracted catalog and reports itself as unsupported instead of passing payloads silently. See ROADMAP.md for what's next and CHANGELOG.md for release history.
cargo install rtblint
rtblint validate request.json rtblint validate --type response response.json rtblint validate --type response --request request.json response.json rtblint validate --version 2.5 --format json request.json rtblint validate --dialect proto-json grpc-bid-request.json rtblint validate --profile google-ab google-bid-request.json rtblint validate --profile prebid-server pbs-auction.json rtblint validate --profile xandr xandr-bid-request.json rtblint validate --profile magnite magnite-bid-request.json rtblint validate --resolve --cache ./supply-cache request.json rtblint validate --summary bids.ndjson rtblint validate --batch --summary bids.ndjson cat request.json | rtblint validate --stdin
--request supplies the originating bid request for paired checks, including batch validation. --dialect proto-json selects the protobuf JSON encoding. --profile selects the vendor contract and traffic direction. Xandr checks bidder-facing Microsoft Monetize traffic; Magnite checks the DV+ xAPI extension model. Their optional seller, context and inventory identity fields are checked when supplied. Account-specific and runtime acceptance remain outside the payload. --resolve --cache checks SupplyChain hops against sellers.json and ads.txt / app-ads.txt from a local directory:
<dir>/sellers/<asi>/sellers.json
/ads/ /ads.txt /app-ads/ /app-ads.txt
Protobuf JSON also supports the IAB schema's native object alternatives: imp.native.request_native (requestNative) and bid.adm_native (admNative). Their native flags use booleans. The string alternatives request and adm keep their JSON-encoded Native Ads markup. Supply one alternative per oneof. Native assets remain validated and paired against required request assets. See the IAB protobuf schema.
Nothing is fetched; populate the cache yourself. --batch lints one JSON object per line from a file or stdin. --summary adds rule-frequency totals for a captured stream (--summary bids.ndjson for the histogram alone). See ARTF for --type artf-request and --type artf-response.
Exit codes: 0 valid, 1 validation errors, 2 usage or I/O error.
The Action lives in this repo. Pin a release tag so CI downloads that CLI tarball:
- uses: aleksUIX/rtblint@v0.13.0
with: path: fixtures/bid-request.json spec-version: 2.6-202505
version selects the CLI release (auto follows the action's own v* tag). spec-version is the OpenRTB snapshot. Linux and macOS runners, x86_64 and aarch64.
import { validate, validateResponse, validateResponseAgainstRequest } from "rtblint-core";
const report = validate(JSON.stringify(bidRequest), "2.6-202505"); if (!report.valid) { for (const issue of report.issues) { console.log([${issue.severity}] ${issue.path}: ${issue.message} (${issue.id})); } }
// Cross-validate a response against the request it answers. const paired = validateResponseAgainstRequest( JSON.stringify(bidResponse), JSON.stringify(bidRequest) );
For gRPC bidstream payloads and ARTF:
import {
validateDialect, validateProfile, validateArtfRequest, validateArtfResponseApplied, protoBoolDivergences, } from "rtblint-core";
validateDialect(JSON.stringify(bidRequest), "proto-json"); validateProfile(JSON.stringify(bidRequest), "google-ab"); validateProfile(JSON.stringify(bidRequest), "prebid-server"); validateArtfRequest(JSON.stringify(rtbRequest));
// { result, application }: what the mutations broke, and the payloads they produced const { result, application } = validateArtfResponseApplied( JSON.stringify(rtbResponse), JSON.stringify(rtbRequest) );
protoBoolDivergences(); // the 28 fields the two schemas type differently
Hosted Streamable HTTP (no install): https://rtblint.org/mcp. Smithery listing: aleksander/rtblint (same account as vastlint). Payloads sent to the hosted endpoint may be stored (identifiers stripped) so the rules can be improved; see rtblint.org/privacy. Local rtblint-mcp over stdio does not send payloads.
rtblint-mcp also speaks MCP over stdio. Tools: validate_bid_request, validate_bid_response (optional bid_request for cross-validation), validate_artf_request, validate_artf_response (apply writes the mutations and revalidates), list_openrtb_versions, get_adcp_capabilities. Validation tools take optional dialect and profile arguments.
The ARTF tools are the guardrail an agent calls around its own work: check the envelope it was handed, then check the mutation set it is about to propose, before the orchestrator sees it.
{
"mcpServers": { "rtblint": { "url": "https://rtblint.org/mcp" } } }
Local stdio instead of the hosted endpoint:
{
"mcpServers": { "rtblint": { "command": "rtblint-mcp" } } }
use rtblint_core::{validate_bid_request_for_version, OpenRtbVersion};
let result = validate_bid_request_for_version(OpenRtbVersion::V2_6_202505, payload); for issue in &result.issues { println!("{} {} {:?}", issue.severity, issue.id, issue.path); }
validate_bid_request_with_profile applies an exchange profile (`Profile::GoogleAut
只显示了开头部分;其余内容请在仓库中阅读