Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Validate OpenRTB bid requests and responses against IAB specs. ARTF, Rust core.
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Works in Claude on the web, desktop and mobile:
https://rtblint.org/mcpRun this in your terminal
claude mcp add --transport http rtblint https://rtblint.org/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rtblint": {
"url": "https://rtblint.org/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"rtblint": {
"type": "http",
"url": "https://rtblint.org/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://rtblint.org/mcpMenu names can differ slightly by plan and over time.
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We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account aleksUIX, which owns the repo
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Not checked yet; we check endpoints in rotation
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The GitHub repo last changed –, and the latest version (0.14.4) reached the registry 17 days ago.
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In the same category: Spec Driven Development, Remote Desktop Commander, Starreel
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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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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
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