Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Cheapest API for any model across official, inference and relay providers; find free credits
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://grandet.ai/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http grandet https://grandet.ai/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"grandet": {
"url": "https://grandet.ai/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"grandet": {
"type": "http",
"url": "https://grandet.ai/mcp"
}
}
}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://grandet.ai/mcp메뉴 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.
도구 이름과 설명은 서버가 2026년 11월 7일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
grandet_find_cheapest_apiCompare Grandet model prices within each unit. Read listings for price-only ordering and conditions; legacy recommended/alternative/cheapest retain their old meanings. Use view=compact for shared connection cards and a short text response. Provide exactly one model or name select
grandet_list_appsRead the shared Grandet application list and inference profiles before selecting a supplier. App profiles determine API compatibility; MCP capability alone does not prove an inference route or Skill installation. Use only when the target app ID, supported protocol or configuratio
grandet_resolve_modelLook up public model identifiers when a requested name is ambiguous. Results are a page of candidates, not a cheapest-provider ranking. Prefer an exact officialId match; do not silently substitute a different model generation.
grandet_quote_evidenceRead one provider's paged public declarations for a model and optional rowId. Use only when a detail matters, not before every recommendation. A missing row on one page is not proof of absence; follow pagination if needed. This does not test model quality or spend money.
grandet_glossaryLook up the published Grandet relay glossary. Site labels are source claims and glossary terms explain them; they do not verify quality. Query q or category and follow pagination. Unknown terms include up to three related FAQ links.
grandet_find_free_creditsFind current official free tiers, application-based credits and relay free groups. Return the stated benefit, six requirements, deadline, original observation and claim link. userCanMeet=no_card excludes explicit required/conditional card entries; unknown card requirements remain
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 9일 점검
레지스트리 이름이 GitHub 계정 hanzohanzhe 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
111ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 6개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 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(0.3.0)은 23일 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, Soleil Clusters
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.
Read and build visual moodboards, shot lists and lookbooks from an AI assistant.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
简体中文 · Website · Installation
Grandet compares listed API prices for each model across official APIs, inference providers and relay sites. Your AI agent can look them up and connect the cheapest one to your app.
| Use it as | How |
|---|---|
| Website | https://grandet.ai |
| Remote MCP server | https://grandet.ai/mcp (Streamable HTTP, no sign-up, no API key) |
| Agent Skill | Tell your agent: Install Grandet Skill for me: https://grandet.ai/download.md |
| Git | git clone --depth 1 --branch skill-v0.3.0-build.20261018b https://github.com/hanzohanzhe/Grandet.git, then see Install with git |
Paste this into the agent you already use (Codex, Claude Code, Cursor and others):
Install Grandet Skill for me: https://grandet.ai/download.md
The agent does the rest. If it needs you to sign in or approve something, it tells you exactly what to click. Then open a new conversation and ask:
I code in Claude Code. Find me the cheapest Claude Sonnet 4.6 API.
No need to mention Grandet or attach files again. Price lookups need no account or API key. To install by hand, or for apps such as ChatGPT or Claude on the web that take an uploaded skill file, see Manual installation.
The website and the install sentence above install build.20261018b (our internal name: j2), marked Latest on GitHub. Cloning its tag gives you the same Skill: the installed folder has the same content hash as the release ZIP.
git clone --depth 1 --branch skill-v0.3.0-build.20261018b https://github.com/hanzohanzhe/Grandet.git
cd Grandet node scripts/install-price-finder.mjs --app claude-code --receipt-source checkout
claude-code with your app: codex, cursor, opencode, gemini-cli, cline, roo-code, kilo-code, windsurf, continue, hermes, openclaw, trae-cn or trae-intl. --list shows every app and the folder it installs to.skills/grandet-api-price-finder folder into your app's skill folder: ~/.claude/skills/ for Claude Code, ~/.agents/skills/ for Codex, other apps in the per-app guide.SKILL.md names the build.--receipt-source checkout marks it as a git install. Add --no-telemetry to send nothing.--branch and run the same install command. It replaces the installed copy and keeps the old one as a backup outside the skill folder. In a clone you already have: git fetch --depth 1 origin tag , then git checkout .main. main usually matches the latest release, but between releases it can carry changes that have not been tested yet.Add it to any MCP client that supports remote servers:
{ "mcpServers": { "grandet": { "url": "https://grandet.ai/mcp" } } }
In Claude Code: claude mcp add --transport http grandet https://grandet.ai/mcp
Tools: grandet_find_cheapest_api, grandet_find_free_credits, grandet_resolve_model, grandet_quote_evidence, grandet_glossary, grandet_list_apps.
1. Finds the lowest listed price. It compares the relay and official prices on grandet.ai for your model and kind of use (chat, coding, long output) and lists the cheapest few: the site, the group to pick when you create the token, the price, its unit and when it was observed.
2. Finds free credit. Ask "is there anything free?" and it lists official free tiers, trial credit and relay sign-up, check-in and free-group offers, with whether a card, ID check or application is needed. If something you already said makes you eligible for a free offer, it mentions it once.
3. Connects it for you. When you say "connect it":
For Codex, Claude Code, OpenCode, Kilo Code, Continue, Gemini CLI, Hermes, OpenClaw and WorkBuddy, the Skill's own connect program (scripts/connect.mjs, also usable as a local MCP server) makes the change the same way every time. Other apps get a field card and their documentation link. In a cloud chat, it can only hand you the command and configuration to run yourself.
20 million tokens a month, a quarter input and the rest output, no cache. Which is cheapest, and what does it cost a month?
Is there a free Gemini API? I don't have a credit card.
Use the second one and connect it to Codex on Windows.
What do "官转" and "逆向" mean?
Answers include a link to the price sources. Listed prices and suppliers' claims say nothing about quality. Asked about quality, speed or downgraded models, it reports only what Grandet has on record and says so when there is no measurement.
| What it does | |
|---|---|
| [grandet.ai](https://grandet.ai) | Compare model API prices across official APIs, inference providers and relays; browse suppliers, free credit and promotions; check sources and observation dates |
| Grandet Skill | Find the lowest price, find free credit and connect the chosen API from inside your agent |
| [MCP server](https://grandet.ai/mcp) | The same price and free-credit lookup for any MCP client, anonymous and without a key |
Every build keeps product version 0.3.0; builds differ by build ID. The tag of a build is skill-v0.3.0-build. (for example skill-v0.3.0-build.20261018b), and every tag and its release files stay on GitHub Releases, so any of them can be installed with the git commands above. The website installs 20261018b (j2).
From 20261017 on, each build was tested against the build before it: the same 48 questions, asked in the Hermes agent with deepseek-v4.1-flash and glm-5.3. PASS means every target was met. HOLD means some targets were missed; those builds were published after the misses were reviewed. "Used the Skill" counts sessions that answered through the Skill.
.skill 218 KB).| Build | Released (UTC) | What changed | Test against the previous build |
|---|---|---|---|
| 20261018b (j2) · website · Latest | 2026-10-18 | Price snapshot (469 models, 174 free-credit offers) for when grandet.ai is unreachable; group conditions from price data instead of retired pages; carried-over quotes marked; up to five suggestions when a model name isn't found | PASS 18/18 · used the Skill 96/96 (same as 20261018) · quotes matching Grandet's data 97.4% → 100% · tokens ×1.04 |
| 20261018 (i8) | 2026-10-18 | Sites the user names are compared from 20 board rows; switches to SkillHub after 30 s of slow GitHub | PASS 15/15 · used the Skill 95/96 (same) · tokens ×0.90 · named-site questions with side lookups 10/16 → 2/16 · quotes 36/36 matched |
| 20261017b (i7) | 2026-10-18 | English glossary column; English answers keep the relay's group name; connects WorkBuddy | HOLD 11/13 · used the Skill 95/96 (same) · tokens ×1.03 |
| 20261017 (i5) | 2026-10-17 | Only the documented requests, no guessed paths; parameter limits; answers within 8 lines and 600 characters | HOLD 10/13 (deepseek only) · used the Skill 47/48 (h 48/48) · bad-parameter errors 18 → 0 · median answer 841 → 484 characters |
| 20261016h | 2026-10-16 | Description opens with relay terms (trigger 47% → 85% in an A/B test); exact read-only requests for hosts without MCP tools; credit never compared with cash | not run |
| 20261016g | 2026-10-16 | Key files written owner-only (0600); a section listing what the Skill changes on your computer; loading on its own only reads prices | not run |
| 20261016f | 2026-10-16 | Answer fixes from agent reports (coding mix, model IDs kept as given, free-credit deadlines); registry copies pass their own manifest check | not run |
| 20261016e | 2026-10-16 | Tencent SkillHub download for mainland China; registries carry the full kit | not run |
| 20261016d | 2026-10-16 | Installer works on native Windows; --uninstall; first build on ClawHub and SkillHub | not run |
| 20261016c | 2026-10-16 | Connecting hides keys already in an app's settings; connects Hermes and OpenClaw | not run |
| 20261016b | 2026-10-16 | Homepage install sentence; handles models that only have older quotes | not run |
| 20261016 | 2026-10-16 | Reads official and inference-provider cash prices, listed apart from relay credit | not run |
| 20261015e | 2026-10-15 | Connect fixes: undo restores files exactly | not run |
| 20261015d | 2026-10-15 | Connect program (scripts/connect.mjs, also a local MCP server) | not run |
| 20261015c | 2026-10-15 | Glossary lookup fixed; explicit User-Agent and one retry on network errors | not run |
| 20261015b | 2026-10-15 | Reads the website's new free-credit and listing fields | not run |
| 20261015 | 2026-10-15 | Rewrite: lowest price, free credit, connecting the API, relay glossary | not run |
| 20261014 | 2026-10-14 | Same Skill as 0.3.0, with the installer and install receipts | not run |
| 0.3.0 (tag `skill-v0.3
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요