Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Auditable, conserved AST code intelligence for AI agents. JS/TS, Python, Go, Rust, Java, C/C++, C#.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"ucn": {
"command": "npx",
"args": [
"-y",
"ucn"
]
}
}
}ターミナルでこれを実行します
claude mcp add ucn -- npx -y ucnプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"ucn": {
"command": "npx",
"args": [
"-y",
"ucn"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"ucn": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"ucn"
]
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント mleoca で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(5.5.2)がレジストリに届いたのは今日です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, Whisper
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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.
One routable IPv6 per AI agent, verifiable from the DNS root. Keyless tools need no signup.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
Auditable answers, with every match counted, unsure ones marked and blind spots named.
If you work with AI Agents, add UCN as a Skill or MCP tool. One tool gives the agent compact, source-linked answers to caller, impact, and test questions, with uncertainty labeled instead of guessed. The answer depends on the indexed source, not on who asks: a person at a terminal and an agent over MCP receive the same records for the same question.
Conceptual overview · Still image
Use the CLI directly, install the agent skill, or connect through MCP. One engine supplies all three:
Terminal AI Agents Agent Skills
│ │ │ CLI MCP Skill └────────────────────┼────────────────────┘ │ ┌──────┴──────┐ │ UCN Engine │ │ commands │ │ tree-sitter │ └─────────────┘
UCN uses tree-sitter abstract syntax trees (ASTs) for static code analysis, without compiling the project or starting a language server. The CLI runs on demand and reuses an incremental index; MCP keeps a process available for repeated queries. No project configuration is required, and the cache lives outside the repository.
Supports JavaScript, TypeScript, JSX/TSX, Python, Go, Rust, Java, C, C++, C#, and HTML inline scripts.
npm install -g ucn # Node.js 20+
From a project directory:
ucn repo
ucn show handleRequest --lines ucn source handleRequest --raw ucn impact --staged --lines ucn check --staged
repo maps the project. show --lines locates callers, source --raw retrieves the implementation, and impact and check inspect a staged change. When a name is ambiguous, find returns a file:line:name handle that subsequent commands accept.
--lines returns path:line:text records; --raw returns source code. Both fit an agent's existing scripts without parsing a human-readable report.
Text search remains useful for comments, configuration, strings, and code outside the supported languages. usages provides the literal-name inventory when the task needs every occurrence, including those that are not calls.
show gives a symbol's summary, callers, and callees by default. Select --sections to request source, tests, or related context, or set an output budget to keep the answer focused. trace follows the call graph across files, down into callees or up through callers toward entry points. Unverified relationships remain visible, and the tree's accounting reports where exploration stopped.
impact connects a symbol or Git diff to its callers. tests follows indexed call and reference paths to identify statically linked tests, including links several hops away. plan previews a rename or signature change with source locations and review items; it does not edit files. Together these commands support code exploration, refactoring, and change review from a terminal or an AI agent.
For caller answers, UCN checks bindings, imports, receiver types, and ownership to distinguish calls to the selected definition from other uses of its name. Calls without enough evidence stay visible as unverified, with a reason. A matching method name alone does not establish which implementation runs; receiver and ownership evidence determine how the candidate is classified.
In ripgrep at 82313cf9, the selected file_name helper has four confirmed call sites and one unverified candidate. This animation accounts for all 29 matching lines, alongside import relationships and same-name definitions drawn from UCN's output.
Captured findings · Still image · Data
The ACCOUNT line reconciles the observed name occurrences: confirmed calls, unverified candidates, non-call occurrences, and matches attributed to another target. Each occurrence is counted in exactly one category, so the totals can be checked line by line rather than taken on trust. CONTRACT describes the scope of that accounting. Warnings identify source the index could not cover. These details survive text truncation for an agent's output budget; a budget too small to hold them withholds the answer and names the budget that would.
An empty result therefore means something specific about the inspected code. It cannot establish that reflection, generated code, runtime registration, or external consumers never reach a symbol. deadcode supplies candidates to investigate; deletion still needs corroboration. A refactor preview still needs the compiler and tests.
Release gates compare UCN's answers with independent compilers and language servers on a ten-repository board of pinned production codebases. The local November 6, 2026 evaluation, using clangd 18.1.8 for C/C++ and .NET 10.0.403 for Roslyn, recorded these sampled caller results:
| Repository | Pinned commit | Oracle | Symbols sampled | Confirmed precision | In-scope recall |
|---|---|---|---|---|---|
| preact-signals | e0ce9fdf | ts-morph | 27 | 100% | 100% |
| httpx | b5addb64 | Pyright | 50 | 100% | 100% |
| cobra | ad460ea8 | gopls | 50 | 100% | 100% |
| viper | 528f7416 | gopls | 50 | 100% | 100% |
| ripgrep | 82313cf9 | rust-analyzer | 41 | 100% | 100% |
| clap | d3e59a9a | rust-analyzer | 50 | 100% | 100% |
| javapoet | b9017a95 | JDT LS | 50 | 100% | 100% |
| newtonsoft-json | 4f73e743 | Roslyn | 50 | 100% | 100% |
| cjson | c859b25d | clangd | 50 | 100% | 100% |
| fmt | e424e3f2 | clangd | 50 | 100% | 100% |
That evaluation scored 9,677 confirmed caller edges, all correct; 41 further edges were unscored. It reported zero missing in-scope oracle edges in both caller and callee answers. The separate value-reference sample scored 1,241 confirmed sites, all correct, with 4 unscored and zero missing in-scope sites. All 8,000 cross-command comparisons agreed. The default dead-code audit found zero false-dead results among 7 scored claims; 4 additional claims could not be pinned by the oracle and were unscored.
The samples are deterministic and stratified by reference activity. Confirmed precision applies to scored claims; recall counts in-scope oracle edges found in either the confirmed or unverified band. Unverified candidates, oracle abstentions, and unscored findings remain separate. These measurements do not establish complete runtime knowledge.
The scheduled board covers 43 pinned repositories: the ten above plus zod, express, hono, zustand, fastify, dayjs, rich, click, attrs, grpc-go, chi, cursive, itertools, rayon, rand, gson, jsoup, pino, tanstack-form, tqdm, zap, nom, guice, dapper, lz4, pugixml, stateless, luxon, arrow, more-itertools, rust-url, indicatif, and cachetools. A rotating fresh-repository arm checks 13 untuned codebases. Repositories used to repair a finding move to the pinned board and receive untuned replacements. A fresh failure fails the weekly run; independent checks still run and upload their reports.
The repository manifest records the full commits. The Publish workflow gates releases, and the Eval workflow runs the checks on schedule and on demand. Their run pages provide CI results and evaluation artifacts. Reproduce the checks locally with the oracle dependencies installed:
npm run verify
npm run trust:gate
| Task | Command |
|---|---|
| Repository orientation and health | repo [--sections=summary,files,stats,health] [--deep] |
| Symbol summary and relationships | show [--sections=...] |
| Definition lookup | find [--type=type] [--with-source] |
| Complete literal-name inventory | usages |
| Literal, regex, or structural search | search [term] [--regex] [structural flags] |
| Exact source extraction | source |
| Call trees: down, up, or to entry points | trace [--direction=...] [--to=entrypoints] |
| Symbol or Git-diff impact | impact [symbol] [--staged] |
| Direct or transitively linked tests | tests [--depth=N] |
| Signature or pre-commit validation | check [symbol] [--staged] |
| Refactor preview | plan --rename-to=... |
| Imports, importers, and cycles | deps [file] [--direction=...] [--cycles] |
| Project or file public API | api [file] |
| Runtime and framework roots | entrypoints |
| Server/client HTTP surface | endpoints [--bridge] |
| Conservative dead-code candidates | deadcode |
| Likely missing awaits | audit-async |
| Stack-trace frame resolution | stacktrace |
--staged selects the Git-diff form of impact or check, without a symbol.
deps --cycles groups circular dependencies and, in JS/TS and Python, distinguishes eager imports from deferred or type-only edges. Enumeration limits are disclosed. repo reports source coverage as well as project structure; its HOT ranking counts confirmed production callers exactly (a refinement budget only binds on very large repositories, and is disclosed), and repo --sections=stats --hot ranks by all callers.
endpoints --bridge matches server routes and client requests recognized by its framework extractors. plan handles code relationships such as imports, overrides, and interface or trait methods when ownership is resolved; ambiguous relationships remain review items.
Run ucn --help for flags, or use the command reference.
Records and code go to stdout; accounting and notes go to stderr. Unverified records carry a tab-separated reason. An empty --lines listing exits 1, an error exits 2, and a successful listing exits 0. --lines supports find, show, usages, search, and impact; show --lines lists callers by default. Use --json when the script needs structured fields or a tree result.
Listings are deterministic for a given source tree: a fresh build, a cache load, and an incremental rebuild return the same records in the same order. --lines listings have no default row cap. Explicit limits disclose what they omit, and a shell-mode character budget fails before writing partial output. source --raw extracts complete functions and classes unless an explicit line limit is requested; any resulting truncation is reported on stderr.
Ordinary text-mode command errors also exit 2. JSON keeps exit 0 for successful empty
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