Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
LSP call graph for coding agents: a symbol's callers, callees, tests and live files in one call.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"rarefaction-lsp": {
"command": "npx",
"args": [
"-y",
"rarefaction-lsp-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add rarefaction-lsp -- npx -y rarefaction-lsp-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"rarefaction-lsp": {
"command": "npx",
"args": [
"-y",
"rarefaction-lsp-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"rarefaction-lsp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"rarefaction-lsp-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 ip2k 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.4.2)于17天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Rarefaction is a Model Context Protocol (MCP) server that gives a coding agent the call graph and code context for one symbol straight from the project's language server (Language Server Protocol, LSP). Ask about a function, method or type and get, in one call: its signature and doc, its body, who calls it (tests marked), what it calls, who implements it, the tests that reach it and the short list of files a change can affect. The agent reads that instead of opening whole files and grepping, which keeps its context window small and spends fewer tokens on exploration.
Works with Claude Code, Codex and any MCP client over stdio. Profiles cover Swift, Rust, C/C++, TypeScript/JavaScript, Python and WebAssembly text (WAT).
Run against the bundled TypeScript fixture (fixtures/SampleTypeScript):
# scale — engine.ts:2:17
function scale(value: number): number
Double one input sample.
Run only these:
npm test -- "engine.test.ts"
_11 LSP requests, 6430 ms (includes language-server cold start); index on-open_
Once the language server has indexed, a call takes a fraction of a second (median 80 ms on ripgrep, 220 ms on the 800-file IronRDP workspace); the server's cold start, 6–16 s on those projects, is paid once per session.
path:line:column positions; ambiguity comes back as a list of exact positions rather than a guess.Language servers already know the call graph precisely — that is what "find references" and "call hierarchy" are. Editors and LSP tools expose them one hop at a time, so an agent pays a tool call and a round of context per hop. An agent needs the *closure*: everything within a couple of hops, filtered to the project, with the tests picked out, small enough to read in one go. That composition is what this server does. It is deliberately language-agnostic: the core speaks LSP and nothing else, and everything a language needs is a small profile.
How it relates to nearby tools:
| approach | what the agent gets |
|---|---|
| reading files and grep | whole files; text matches, not calls |
| per-request LSP tools (definition, references, call hierarchy) | precise answers, one hop per tool call |
| Serena | symbol navigation and semantic editing over LSP; works well alongside this |
| Rarefaction | the bounded multi-hop call graph, tests and live files for one symbol in one call |
Requires Node 22.22.2 or later; used on macOS and Linux (CI runs on Ubuntu), untested on Windows. The TypeScript and Python language servers are bundled. Install the others you need and put them on the PATH your client launches with — see Languages and configuration. Swift needs macOS with Xcode (or a Swift toolchain with sourcekit-lsp).
The plugin bundles the server, launched with npx -y rarefaction-lsp-mcp, and an orient-first skill that tells the agent to call status and orient before reading whole files, and scope before editing.
# Claude Code
claude plugin install rarefaction --marketplace ip2k/rarefaction
codex plugin marketplace add ip2k/rarefaction codex plugin add rarefaction@rarefaction
In a Claude Code session, /plugin install rarefaction --marketplace ip2k/rarefaction does the same. Restart or reconnect the session afterwards.
claude mcp add --scope user --transport stdio rarefaction -- npx -y rarefaction-lsp-mcp
codex mcp add rarefaction -- npx -y rarefaction-lsp-mcp
Add --env PATH="$HOME/.local/bin:$HOME/.cargo/bin:$PATH" before the -- if rust-analyzer or wat_server live outside the client's PATH. The tools are status, orient and scope (in Claude Code, mcp__rarefaction__status, mcp__rarefaction__orient and mcp__rarefaction__scope); all three are read-only, so you can allow them in your permissions to avoid repeated prompts. For Codex, give the first index time in ~/.codex/config.toml:
[mcp_servers.rarefaction]
startup_timeout_sec = 20 tool_timeout_sec = 180
The server takes --root and --profile . Explicit --root takes precedence over Claude Code's CLAUDE_PROJECT_DIR, then the working directory. Leave both unset in a user-wide registration so every project can use all supported profiles. See the MCP documentation for Claude Code and Codex.
To run your own changes, build and register the compiled entry instead:
git clone https://github.com/ip2k/rarefaction.git
cd rarefaction npm ci && npm run build claude mcp add --scope user --transport stdio rarefaction -- "$(command -v node)" "$PWD/dist/index.js"
Rebuild after changing the server, then restart or reconnect (/mcp) the client session.
Start a new chat in a project and ask the agent to call status, then orient on a symbol you know. status.root should match the project and the selected entry in status.profiles should have ok: true. One registration serves all supported languages; each language server starts lazily.
The plugin's skill covers this. Without the plugin, add this to ~/.claude/CLAUDE.md, AGENTS.md or a project instruction file:
Use rarefaction's status tool once in a new project, then orient on the
relevant symbol before reading whole files, and scope on a symbol before
editing it (advisory: also look outside the files it lists). In mixed
repositories pass profile or a workspace-relative path:line:column, and
pass project for a nested package that is not a workspace member. Start
with the default graph bounds; expand only when necessary. Follow freshness
and coverage advice, and inspect FFI/generated bindings separately when
relevant.
Xcode projects need a build-server config so sourcekit-lsp gets compiler flags (SwiftPM packages need nothing):
brew install xcode-build-server
cd /path/to/App && xcode-build-server config -project App.xcodeproj -scheme App echo buildServer.json >> .gitignore
Then build once in Xcode or with xcodebuild; the index is only as fresh as the last build, and orient says so when a source file is newer. Saved source edits are sent to open LSP documents before later queries, but Xcode projects still need a new build to refresh their cross-file index.
| tool | what |
|---|---|
orient | {symbol, profile?, project?, up?, down?, max_nodes?, include_body?, max_body_lines?} — the bundle above. symbol may be updateLocation, Engine.updateLocation, or path/File.swift:204:10. Ambiguous names come back as an error listing exact positions. |
scope | {symbol, profile?, project?, up?, down?, max_nodes?} — the working set for a change to that symbol: the call-graph files from orient plus files that have historically changed in the same commits as the symbol's file or the call-graph files (from git history), each with its reason. Advisory: it lists what to read and check, not what is safe to ignore (measured coverage). |
status | {profile?, project?} — what the server can see: the profile inventory and which one is selected, prerequisites such as a build-server config, index freshness, and which LSP features the server offers. Call this first if orient finds nothing. |
Planned: impacted_tests (the upward walk restricted to tests, as a runnable selection).
| Profile | Language server | Prerequisites / scope |
|---|---|---|
swift | sourcekit-lsp | Xcode or a Swift toolchain; SwiftPM, or Xcode with a build-server config |
rust | rust-analyzer | Cargo.toml or rust-project.json; embedded/no_std/Wasm target settings supported; a project that pins a toolchain needs rustup component add rust-analyzer --toolchain (status says so) |
c | clangd | C/C++; compile_commands.json or compile_flags.txt for accurate include paths and defines |
typescript | typescript-language-server | TypeScript/JavaScript, TSX/JSX; server and TypeScript bundled as dependencies |
python | Pyright | Python and stubs; bundled; configure interpreter/import paths for your environment |
wasm | wat_server | WebAssembly .wat text; install the prebuilt server on PATH |
The server probes each language server's capabilities. When call hierarchy is absent, orient reports references and enclosing symbols, without claiming those references are calls. Native Rust/C sources compiled to WebAssembly use rust/c; .wasm binaries need disassembly to .wat. WAST test scripts, vendor assembly, indirect runtime dispatch and cross-language FFI edges are not indexed as a unified graph.
Optional .rarefaction.json in the workspace root configures each profile. Paths in project, profile root, and relative position queries are relative to that workspace. A position query without project is answered from the outermost Cargo w
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