Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Run local Froglet verifiable compute, signed receipts, settlement, and service publication.
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.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"froglet": {
"command": "npx",
"args": [
"-y",
"froglet-mcp"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add froglet -- npx -y froglet-mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"froglet": {
"command": "npx",
"args": [
"-y",
"froglet-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": {
"froglet": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"froglet-mcp"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
레지스트리 이름이 GitHub 계정 armanas 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
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.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.0)은 4개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, FOGA node
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ 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.
A Finch OG Agent cell as an MCP server: read the world, dry-run and take ERC-8414 tenders by policy.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The rail-neutral evidence layer for agent transactions.
Whatever rail moves the money, Froglet produces a signed, hash-linked record of what was authorised, under which limits, and what the executing party attested to — verifiable offline by anyone, with no node and no account.
Verify a chain yourself in one command:
cargo run -p froglet-verify -- conformance/kernel_v1.json
Created and maintained by Armanas Povilionis.
Copyright Alithea Biotechnology GmbH, which operates the hosted services.
Launch preparation, 2 October 2026: the current scope is free selected-data sharing and bounded Wasm through native MCP, with optional configured A2A. Use the production handoff and explicit remaining gates. Local software checks, local packages and the public documentation website do not qualify a new production compute deployment or an immutable release.
Development checkpoint, 1 October 2026: work has resumed on the free native MCP workflow, optional configured A2A transport, and selected-data sharing with bounded Wasm computation. The final candidate's actual Codex CLI workflow and extracted demo bundle are qualified on the current Apple Silicon Mac. The same production inputs also passed 625 library and nine native MCP tests, plus the terminology workflow, in an isolated Linux arm64 development container. Thirteen library tests were ignored; Python OS isolation and a Linux agent host remain unqualified. Claude Code host qualification is blocked on sign-in. Selected-data/profile examples and bounded local capacity have recorded checks; clean machines, public compute HTTPS/capacity, and first-user value remain separate gates. See current work and the qualification evidence.
The public documentation website was restored on 1 October; seven checked routes returned HTTP 200 and matched the local build bytes. See the deployment record and remaining gates. The last observed hosted compute trial was unavailable; this pass has not requalified that deployment. Production and available hosted compute qualification remain open. The immutable v0.4.7-beta.1 prerelease is now published; its downloaded Apple Silicon binary passed a separate deterministic localhost replay. Distribution and exact released-Mac evidence also record a separate native-MCP Mac-to-Fly proof: six bounded free cases, restart persistence and offline task recovery on one isolated test host, now removed. That proof does not qualify production, load, a fresh agent host, a clean operating system or paid operation. The September pause and rollback record is preserved. File downloads remain experimental; Node/UI/relay qualification is open. General CPU jobs, GPU rental, and new payment work are outside the resumed scope.
The optional research profile makes namespace, version, field types, units, provenance and mapping assumptions explicit. The final local example retrieves a pinned public GO catalog in 100- and 40-row pages with verified receipts; this establishes data exchange and declared metadata compatibility, not scientific correctness or independent user demand.
On one shared machine, eight concurrent tiny workflows using independent requester identities completed without errors in the measured sweep. At 16 and 32, six selected-data jobs hit the four-process limit and returned independently verified failure chains. Shared requester identities still face about one identical requester/workload/terms Quote per second; collisions now fail before Deal admission and leave no pending requester submissions. These measurements do not establish production capacity, performance superiority or developer-time savings. See the exact local qualification.
The current product candidate starts with “Make this catalog usable by another agent.” Codex or Claude Code can prepare selected JSON, typed CSV, or SQLite data, or a small Wasm function; run a local example; ask for exact publication approval; and return a provider/service share link. Native setup preserves existing agent settings. Recipients use the same native integration without npm.
See the publishing workflow and the qualification gates. This is a public prerelease: clean-machine agent tests, the real public relay journey through this profile, and first-time-user acceptance remain qualification gates. The first-user trial kit separates setup usability from evidence of a useful job. Supported targets are Apple Silicon macOS and Linux x86_64/arm64. The host must stay online.
The local captured-program replay now has complete evidence: Alice's retained 81,222-byte Wasm program matched four independently frozen answers, and all seven admitted signed chains were verified offline. The seven include an owner control, selected-data retrieval, four program executions and a separate looping program's budget failure. Exact completed data and compute retries recovered cached results after Bob stopped and Alice restarted. In that historical replay, get_task returned HTTP 502 with Bob stopped. The 3 October correction now revalidates saved terminal task evidence locally; unsigned or unresolved tasks still require Bob for refresh. Current-source local regressions pass; a fresh optimized native candidate also passed independent verification of all seven chains and all six saved Alice terminal task reads after Bob stopped and Alice restarted. Package/release gates and website publication remain separate checks.
This is deterministic replay of a program created in an earlier actual Codex session. That earlier fresh-session qualification remains failed because its complete chains were not captured and persistent Codex configuration changed. The replay starts no LLM, compiler or agent settings operation. See the reusable runbook and local finalization evidence.
Froglet gives one signed economic primitive for three product shapes:
| Shape | Description |
|---|---|
| Named Services | Discoverable, published service endpoints |
| Data-Backed Services | Services backed by bot-authored data or projects |
| Open-Ended Compute | Raw compute targeted via provider_id or provider_url |
The primary bot-facing integration surfaces are intentionally simple:
froglet (at integrations/openclaw/froglet/)integrations/mcp/froglet/, published as froglet-mcp for npx froglet-mcp, plus a dependency-minimal native bridge in froglet-node mcpfroglet to the host (Claude Code, Codex, Cursor, Windsurf, etc.). The headline action is two-step marketplace_publish: the first call is a non-mutating plan, and the second must carry the exact approved consent_hash. Both native and JavaScript adapters delegate to the same Rust publication module and provider-control contract.froglet-node binary is both the daemon (running as a provider) and the author CLI (froglet-node init / build / publish / whoami, prepare-service, invoke, doctor, and check-updates). status --open --json returns a short-lived read-only local status URL.Bots should be able to create small scriptable services directly, validate them locally, and publish them without starting from OCI images. OCI containers remain a supported packaging and deployment path.
[!NOTE]
Marketplace, ranking, incentive, and broker policy live above the protocol.
Payment rails are adapter-level surfaces for local or self-hosted operators,
not normal buyer onboarding.
Lightning, Stripe, and x402 are the launch adapters in this repo. Lightning
and x402 have standardized kernel settlement methods with conformance
vectors; Stripe's
stripe_mpp.v1receipt shape is standardized but attested
rather than cryptographic. Only Lightning escrow uses the signed
invoice-bundle flow. x402's wire format is settled
(
x402.eip3009.v1,conformance/x402_v1.json)
but its rail is not: no publish-path exposure and no live transcript on any
network. The first-party hosted
try.froglet.devtrial was retired on
8 October 2026; the free public beta at https://froglet.dev/services/
replaces it. Hosted paid rails must not be claimed live until Lightning
and Stripe have public payment transcripts, and users should not be asked to
manage LND channels or payment secrets just to try Froglet.
Discovery & Compute model
run_compute, targeted with provider_id or provider_urlProduct-wise, Froglet is one node that can both provide and consume. The reference implementation exposes these binaries:
| Binary | Purpose | Default Port |
|---|---|---|
froglet-node | Provider and/or runtime node (role configured via env) | 8080 / 8081 |
[!TIP]
Marketplace integration is part of the public Froglet surface. Runtimes can
point at the default public marketplace with
FROGLET_MARKETPLACE_URL;
providers can self-register there after exposing a public HTTPS URL,
ident
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요