Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Claim-level provenance preflight for sanitized nonfiction passages; automated triage only.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://www.mahastrategies.com/api/mcp/mps-preflight터미널에서 이 명령어를 실행하세요
claude mcp add --transport http mps-preflight https://www.mahastrategies.com/api/mcp/mps-preflight프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"mps-preflight": {
"url": "https://www.mahastrategies.com/api/mcp/mps-preflight"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"mps-preflight": {
"type": "http",
"url": "https://www.mahastrategies.com/api/mcp/mps-preflight"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://www.mahastrategies.com/api/mcp/mps-preflight메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검
레지스트리 이름이 GitHub 계정 Maha-Strategies 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.0)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Cosas Guapas: buscador de regalos
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Regalos originales por ocasión, persona y presupuesto, con enlaces a guías completas (España).
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The Maha Strategies platform: one Next.js application serving the public site and publishing surfaces, the credentialed commercial APIs, and the private operations control planes behind them. It is deployed on Vercel at www.mahastrategies.com.
Most of what follows in this file is operating instructions for a specific subsystem — read the section you need rather than the whole document.
| Concern | Service |
|---|---|
| Application and hosting | Next.js (App Router), React, TypeScript, on Vercel |
| Database | Supabase Postgres, RLS with no public access policies |
| Cache, rate limits, balances | Upstash Redis, namespaced per deployment environment |
| GPU compute | Modal — workers/maha_workers.py |
| Payments | Stripe — a separate endpoint and signing secret per product line |
| Resend | |
| Telemetry | Sentry, payload-scrubbed |
Requires Node 22 or newer.
npm install
npm run dev
The app serves on http://localhost:3000. Copy .env.example to .env.local and fill in what the surface you are working on needs; most features degrade to a disabled state rather than crashing when their variables are absent.
To exercise the database locally, start Supabase (supabase start) and apply supabase/migrations plus supabase/seed.sql, which provides deterministic fixtures.
npm run typecheck && npm run lint && npm test
npm test runs the full suite in test/. The same commands run in CI on every pull request, together with a production build, a production-dependency audit, and the migration integrity check below.
Three rules are enforced rather than assumed, because violating them corrupts state that cannot be reconstructed:
<14-digit UTC timestamp>_ .sql and must sort after everything already on main. Verify with: node --experimental-strip-types scripts/check-migrations.ts
NEXT_PUBLIC_* variables reach the browser. Credential secrets are disclosed exactly once at issuance and stored only as hashes.Framework note: this repository tracks a Next.js version whose APIs may differ from older documentation. See AGENTS.md.
| Runbook | Covers |
|---|---|
docs/agent-discovery-metering.md | Measuring whether agents are finding the platform, and reading the numbers honestly |
docs/backup-restore.md | Rehearsing a database restore, and measuring RTO and RPO |
docs/database-migrations.md | Applying schema changes to Production, drift detection, evidence |
docs/observability.md | Sentry configuration, signed alert verification, readiness checks |
docs/release-recovery.md | Release health, recovery drill, rollback, rehearsal, required GitHub environments |
docs/preview-e2e.md | Integration gates on every Preview deployment, and making them block merges |
docs/slo-capacity.md | Service objectives, error budgets, the bounded capacity harness |
docs/x402-conformance-corpus.md | Vendor-neutral x402 v2 fixtures and the offline reference runner |
docs/x402-declaration-digest-proposal.md | Draft catalog-attested discovery declaration digest and test vectors |
docs/x402-doctor.md | Live resource, crawler, Bazaar drift, and bounded-settlement diagnostics |
docs/x402-observatory.md | Public protocol-correctness observations, inclusion policy, and scheduled operation |
docs/x402-buyer-policy.md | Vendor-neutral pre-signing budgets, approvals, replay controls, and settlement verification |
SECURITY.md | Vulnerability reporting and the platform's standing security assumptions |
The private Market Scout is a read-only discovery process. It pulls attributable web-search evidence into /admin/market-mapping, where every proposal remains subject to a deterministic score and human review. It cannot publish, spend, deploy, or contact a person.
With MARKET_SCOUT_SOURCES=exa and EXA_API_KEY set, the default matrix rotates five queries per UTC day across MPS claim verification, research briefs, document-data extraction, and receipt operations. Each query retrieves at most eight Exa results.
To replace the defaults, set this server-only JSON environment variable:
MARKET_SCOUT_QUERY_MATRIX={"lanes":[{"id":"claims","label":"Claim verification","queries":["claim verification API pricing","citation audit tool quote"]},{"id":"documents","label":"Document extraction","queries":["PDF table extraction API pricing"]}]}
The matrix permits up to eight named lanes and twelve queries per lane; the Scout still selects only five cross-lane queries per daily run. The older MARKET_SCOUT_QUERIES JSON-string-array setting remains supported as a single custom lane for backward compatibility.
POST /api/agent-inquiries is an authenticated, non-binding intake endpoint for the offers published in /agent-offers.json. It validates against /agent-inquiry-schema.json, persists the inquiry and its first event to a private Supabase ledger, then attempts to notify the reviewer through Resend. It does not accept payment, create a commission, or send work automatically.
The inquiry gateway accepts named, database-backed client credentials. Credential issuance and revocation are private reviewer operations; there is no shared public inquiry token.
Set these deployment environment variables before enabling it:
AGENT_REVIEW_TOKEN=<unique reviewer bearer token>
RESEND_API_KEY=
Optional delivery overrides are AGENT_INQUIRY_FROM and AGENT_INQUIRY_TO. Keep the reviewer token server-side. Client credentials are created by the private registry and are shown only once at issuance.
Approved clients send JSON using the schema at /agent-inquiry-schema.json:
curl --request POST https://www.mahastrategies.com/api/agent-inquiries \
--header "Authorization: Bearer $CLIENT_CREDENTIAL" \ --header "Content-Type: application/json" \ --data '{ "clientRequestId": "client-generated-unique-id", "offerId": "rapid-intelligence-brief", "requester": { "name": "Requesting principal", "email": "principal@example.com" }, "decision": "The decision this brief will inform.", "question": "One clearly defined market, technology, or policy question.", "requesterAuthorized": true, "agent": { "name": "Approved client agent", "version": "1.0" } }'
A successful 202 response means only that the request was recorded for human review. The returned notificationStatus shows whether the optional email notification was delivered. Neither result is an acceptance, purchase confirmation, or service-level commitment.
Apply supabase/migrations/20260716_agent_inquiry_ledger.sql, supabase/migrations/20260716_agent_client_credentials.sql, supabase/migrations/20260716_mps_audit_jobs.sql, and supabase/migrations/20260717_serverless_credential_rate_limits.sql in the Supabase SQL Editor before enabling the full agent infrastructure. Together, they create the private inquiry ledger, credential registry, MPS audit ledger, database-maintained event histories, and an atomic shared credential rate limiter with RLS and no public access policies. The existing NEXT_PUBLIC_SUPABASE_URL and SUPABASE_SERVICE_ROLE_KEY deployment variables are required.
Selected credential-based commercial APIs also write to commercial_api_usage_daily through 20260727000100_privacy_preserving_commercial_api_metering.sql. This is a daily aggregate meter for MPS audits, MPS credit reads, book-entitlement checks, and structured book-content delivery. It deliberately excludes IP addresses, user agents, token values or fingerprints, request and response bodies, referrers, emails, and visitor identifiers. The read-only aggregate board is /admin/commercial-api-metering and requires REVENUE_CONTROL_TOKEN.
Reviewer operations use a separate private endpoint:
GET /api/agent-inquiries/:inquiryId
PATCH /api/agent-inquiries/:inquiryId
Both require Authorization: Bearer . GET returns the full private request and its event history. PATCH accepts one action: start_review, needs_clarification, decline, or approve_for_scoping; the last is an internal disposition, not an acceptance of work.
Private reviewer operations are available at:
GET /api/agent-credentials
POST /api/agent-credentials GET /api/agent-credentials/:credentialId PATCH /api/agent-credentials/:credentialId
All require Authorization: Bearer . POST issues a credential once; its plaintext value is returned only in that response. Supply either a new clientName or an existing clientId, plus credentialLabel, one or more allowedOfferIds and/or optional allowedCapabilities, optional rateLimitPerHour (default 12), and optional expiresAt (default 90 days). A capability-only credential is permitted. Capabilities default to none; the only current capability is mps_audit. PATCH accepts { "action": "revoke", "reason": "optional note" }. GET endpoints never return a credential secret.
Example issuance:
curl --request POST https://www.mahastrategies.com/api/agent-credentials \
--header "Authorization: Bearer $AGENT_REVIEW_TOKEN" \ --header "Content-Type: application/json" \ --data '{ "clientName": "Example client agent", "credentialLabel": "Production research intake", "allowedOfferIds": ["rapid-intelligence-brief"], "allowedCapabilities": ["mps_audit"], "rateLimitPerHour": 12 }'
POST /api/mps-audits applies the headless MPS/0.1 engine to a single passage. It requires a named client credential carrying the explicit mps_audit capability, uses the same credential rate limit, and stores an idempotent audit record in Supabase. The source passage is processed but deliberately not retained; the record retains the input hash, output claim excerpts, model identifier, status, and event history. This is a computational API, not a certification or a substitute for human verification.
The request schema is published at /mps-audit-schema.json. Use a unique clientRequestId; reuse of the same value with different text returns 409. A completed response contains the audit result. A replay with the same request ID and passage returns the stored result without a second model invocation.
curl --request POST https://www.mahastrategies.com/api/mps-audits \
--header "Authorization: Bearer $MPS_AUDIT_CREDENTIAL" \ --header "Content-Type: application/json" \ --data '{ "clientRequestId": "example-audit-20260716-01", "text": "In 2024, the company reported a 32 percent increase in output." }'
/audit is the free, bounded public MPS preflight. It accepts a passage of up to 6,000 characters, returns a claim ma
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