Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Kotlin/Java library sources, public API and KDoc from the real Maven sources jar, for AI agents
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": {
"kotlin-lib": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aoreshkov/kotlin-lib-mcp:0.10.1",
"--max-concurrent-fetches",
"2"
]
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add kotlin-lib -- docker run -i --rm ghcr.io/aoreshkov/kotlin-lib-mcp:0.10.1 --max-concurrent-fetches 2프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"kotlin-lib": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aoreshkov/kotlin-lib-mcp:0.10.1",
"--max-concurrent-fetches",
"2"
]
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"kotlin-lib": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/aoreshkov/kotlin-lib-mcp:0.10.1",
"--max-concurrent-fetches",
"2"
]
}
}
}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 7일 점검
레지스트리 이름이 GitHub 계정 aoreshkov 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(0.10.1)은 8일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Docker도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Starreel
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.
Turn a script into a finished, downloadable short-drama episode — via MCP or REST.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Give your AI agent the real sources of any Maven-published Kotlin/Java library.
An MCP server that, on request, downloads the sources of a library (e.g. io.ktor:ktor-client-core:3.5.1), parses them with the Kotlin Analysis API (standalone K2/FIR mode), and exposes structured information — public API surface, KDoc, dependencies/metadata, raw source + search — to MCP clients: Claude Code, Claude Desktop, IntelliJ IDEA (AI Assistant / Junie), VS Code and GitHub Copilot. An optional Compose Desktop dashboard runs the same server in-process.
[Twelve tools](#tools) — fetch_library · list_packages · list_declarations · get_api_signature · get_kdoc · get_source · search_source · diff_versions · diff_api · get_dependencies · list_versions · get_latest_version — plus MCP resources and a prompt.
Those install the Docker image. For the Claude Code plugin (which runs on your JDK), IntelliJ IDEA, or to run the release zip without Docker, see Quick start.
Compose Desktop dashboard
Most documentation MCP servers scrape rendered doc sites or feed the model pre-digested summaries. This one works from the published sources jar — the ground truth:
get_api_signature returns real, type-resolved signatures (with graceful best-effort fallback when transitive dependencies are missing)..module Gradle metadata, and every symbol is tagged with its targets.group/artifact/version; no re-downloads, no drift between the docs and the version you actually depend on.get_source and bounded search_source let the agent read the actual implementation, not just the API.Option 1 — Claude Code plugin. The server plus skills that make Claude reach for it, two commands (/kotlin-lib:api, /kotlin-lib:migrate) and a setup helper. Needs a JDK 25+ — the one on your PATH, or any other set by path in the plugin's java option; no Docker. It downloads the release zip on first use:
/plugin marketplace add aoreshkov/kotlin-lib-mcp
/plugin install kotlin-lib@kotlin-lib-mcp
See plugin/README.md for what it bundles.
Option 2 — release zip. Download the latest release, unzip (needs a Java 25+ runtime), then:
claude mcp add kotlin-lib -- /path/to/kotlin-lib-mcp-server-<version>/bin/server --transport stdio
Option 3 — Docker.
claude mcp add kotlin-lib -- docker run -i --rm -v kotlin-lib-mcp-cache:/home/mcp/.cache ghcr.io/aoreshkov/kotlin-lib-mcp
Option 4 — IntelliJ IDEA / Android Studio. JetBrains IDEs are MCP clients too — which is where most Kotlin gets written. Open Settings | Tools | AI Assistant | Model Context Protocol (MCP), click Add, pick the stdio transport and paste:
{
"mcpServers": { "kotlin-lib": { "command": "docker", "args": ["run", "-i", "--rm", "-v", "kotlin-lib-mcp-cache:/home/mcp/.cache", "ghcr.io/aoreshkov/kotlin-lib-mcp"] } } }
Choose global or project level, Apply, and the tools appear in the AI Assistant chat. Junie takes the same JSON in its own MCP settings. Swap command/args for the release-zip launcher (bin/server --transport stdio) if you'd rather not use Docker.
Option 5 — MCP Registry. The server is published to the official MCP registry as io.github.aoreshkov/kotlin-lib-mcp, and listed in the GitHub MCP Registry; registry-aware clients can install it from there. The entry declares two optional arguments a client can ask you for when it installs: --repo, for each extra Maven repository (a private one, or https://maven.google.com for AndroidX), and --max-concurrent-fetches.
Or in .mcp.json / Claude Desktop config:
{
"mcpServers": { "kotlin-lib": { "command": "C:/path/to/kotlin-lib-mcp-server- /bin/server.bat", "args": ["--transport", "stdio"] } } }
Streamable HTTP. Run --transport http --port 3000 and point the client at http://127.0.0.1:3000/mcp. Out of the box it is reachable from this machine only: the server binds to loopback, and DNS-rebinding protection rejects any Host (or Origin) header other than localhost, 127.0.0.1 or [::1]. There is no built-in authentication, so to serve other machines put an authenticating reverse proxy in front, then bind wider with --host (e.g. 0.0.0.0) and name the public host with --allowed-host (plus --allowed-origin for browser clients).
In Docker, loopback is the container's own, which a published port cannot reach. Bind every interface inside the container and publish the port on the host's loopback instead — the endpoint is still http://127.0.0.1:3000/mcp, and still unreachable from other machines:
docker run --rm -p 127.0.0.1:3000:3000 -v kotlin-lib-mcp-cache:/home/mcp/.cache \
ghcr.io/aoreshkov/kotlin-lib-mcp --transport http --host 0.0.0.0 --port 3000
CLI flags — server --help lists them all with their defaults, the OTEL_* variables and examples: --transport stdio|http; --port, --host, --allowed-host and --allowed-origin, which apply to the http transport only, so passing one with stdio is a usage error; --cache-dir; --repo (repeatable, searched after Maven Central) and --no-maven-central (only the --repo repositories, for a mirror that proxies Central); --max-concurrent-fetches; and the opt-ins --forward-logs-to-client (stdio only), --otel (see Telemetry) and --tasks (see Tasks). --version prints the server's version. A command-line mistake exits 2 and an internal error 70 (sysexits.h). SIGTERM or Ctrl-C stops the server cleanly within 5 seconds: task records are saved and buffered traces flushed before the process ends.
All tools take a Maven coordinate (group:artifact:version). Call `fetch_library` first — it downloads, extracts and analyzes the sources once; every other tool answers from the cached index. fetch_library, list_versions and get_latest_version also accept group:artifact, and fetch_library accepts group:artifact:latest to resolve the latest stable release.
| Tool | Purpose |
|---|---|
fetch_library | Download + analyze + cache; returns a summary. Idempotent. Version may be omitted or latest |
list_packages | Packages with declaration counts and KMP targets; paged |
list_declarations | Declarations with signatures and deprecations; filter by package, visibility and deprecated; paged |
get_api_signature | Resolved signature of one declaration by FQ name, with its deprecation and ReplaceWith |
get_kdoc | KDoc (summary, description, tags) of one declaration |
get_source | Raw source of a file (path) or one declaration (fqName); paged by line |
search_source | Substring/regex search; bounded, returns file:line snippets |
diff_versions | Unified diff between two fetched versions; summary-first, paged, path-filtered |
diff_api | Public-API changes between two fetched versions — added, removed, changed, deprecated (with ReplaceWith); summary-first, paged, package- and change-filtered |
get_dependencies | Dependency tree from .pom/.module; bounded depth and maxNodes |
list_versions | Published versions from maven-metadata.xml, newest-first; paged |
get_latest_version | Latest stable release (and newest overall) from maven-metadata.xml |
Every tool ships the metadata the MCP spec encourages clients to use: a display title, behavior annotations (readOnlyHint: true everywhere except fetch_library, which is additive-only — destructiveHint: false, idempotentHint: true; tools that reach Maven repositories set openWorldHint: true, cache-only tools false), a typed `outputSchema` derived from the response DTO's serializer, and an icon. Results carry both compact JSON text and the matching structuredContent object, so structured-output clients and plain-text clients see the same payload.
fetch_library also reports progress notifications (download → analyze → cache) when the client sends a progressToken. Logs go to stderr by default (which the spec blesses for all stdio logging); the deprecated MCP logging capability — mirroring logs to clients as notifications/message (respecting logging/setLevel) — is opt-in via --forward-logs-to-client, for stdio clients that surface MCP log messages but drop stderr. It is refused with --transport http, where every session would receive every other session's logs.
When fetch_library is called without a version (io.ktor:ktor-client-core, or …:latest) it has to guess. If the client advertised the `elicitation` capability, it asks instead: an elicitation/create form-mode request carrying a single-select version picker — the titled oneOf shape from SEP-1330, with the latest stable release pre-selected as the schema default.
| The user | The server |
|---|---|
| accepts a version | fetches exactly that one |
| declines | fetches the latest stable release, as it
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요