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)
Let your coding agent see the squiggles — LSP diagnostics, navigation, refactoring, and extras
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": {
"squiggles": {
"command": "npx",
"args": [
"-y",
"squiggles"
]
}
}
}在终端中运行这条命令
claude mcp add squiggles -- npx -y squiggles粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"squiggles": {
"command": "npx",
"args": [
"-y",
"squiggles"
]
}
}
}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": {
"squiggles": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"squiggles"
]
}
}
}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 carldaws 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(1.0.2)于2个月前进入注册中心。
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, Detailing Manager
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.
Connect your auto detailing studio's tasks, cars, clients and revenue to Claude or ChatGPT.
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。
Let your agent see the squiggles you'd see in an IDE.
squiggles is an MCP server that bridges coding agents to Language Server Protocol (LSP) servers. Configure one or more LSP servers and squiggles exposes their features — diagnostics, go-to-definition, find references, rename, formatting, and more — as MCP tools. Servers start lazily on first tool use, so there's no startup cost for languages you don't touch.
Beyond the standard protocol, squiggles unlocks the custom superpowers each language server ships that editors rarely surface and agents otherwise never see: expanding a Rust macro, discovering Ruby tests, switching between a C++ source file and its header, fixing every import after moving a TypeScript file, running govulncheck through gopls.
claude mcp add squiggles -- npx -y squiggles
Then, in your project root:
npx squiggles init
This writes a squiggles.yaml for the languages it finds (a tsconfig.json means TypeScript, a Cargo.toml means Rust, and so on). Name the servers to choose them yourself: npx squiggles init typescript ruby. Presets exist for typescript, rust, ruby, go, python, cpp and lua; each needs its language server on PATH, and init prints the install command for every one it writes.
The result for a TypeScript project:
servers:
typescript: command: ["typescript-language-server", "--stdio"] filePatterns: ["**/*.ts", "**/*.tsx", "**/*.js", "**/*.jsx"]
squiggles looks for squiggles.yaml, squiggles.yml, .squiggles.yaml, or .squiggles.yml in the project root (the old mclsp.yaml names still work). Each server entry supports:
| Field | Required | Description |
|---|---|---|
command | Yes | Command to start the LSP server (string array) |
filePatterns | Yes | Glob patterns for files this server handles |
initializationOptions | No | Options passed to the LSP server on initialization |
rootUri | No | Override the workspace root URI |
env | No | Environment variables for the LSP server process |
Multiple servers can be configured for different languages:
servers:
typescript: command: ["typescript-language-server", "--stdio"] filePatterns: ["**/*.ts", "**/*.tsx", "**/*.js", "**/*.jsx"] rust: command: ["rust-analyzer"] filePatterns: ["**/*.rs"] ruby: command: ["ruby-lsp"] filePatterns: ["**/*.rb"] go: command: ["gopls"] filePatterns: ["**/*.go", "go.mod", "go.sum"] cpp: command: ["clangd"] filePatterns: ["**/*.c", "**/*.h", "**/*.cpp", "**/*.hpp"]
All standard LSP tools are registered and available when a matching server is configured.
Navigation: goto_definition, goto_type_definition, goto_implementation, goto_declaration, find_references
Inspection: hover, signature_help, document_symbols, workspace_symbols
Refactoring: code_actions, rename_prepare, rename, format
Hierarchy: call_hierarchy_incoming, call_hierarchy_outgoing, type_hierarchy
Always available: open_file, diagnostics
Position-based tools take file (relative path), line (1-indexed), and col (1-indexed). rename accepts apply: true to write the edit to disk instead of returning it; format always writes to disk. code_actions automatically passes the diagnostics overlapping the requested range, so quick fixes show up.
The best language servers go far beyond the standard protocol, and this is where squiggles earns its keep: it subscribes to the custom methods and commands that IDE plugins use but agent harnesses ignore. Extension tools register automatically when a matching server is configured.
Ruby (`ruby-lsp`)
| Tool | What it does |
|---|---|
ruby_discover_tests | Discover test cases (Minitest, RSpec) in a file |
ruby_go_to_relevant_file | Jump between implementation and test file |
ruby_show_syntax_tree | Show the Prism AST for a file |
ruby_dependencies | List project gem dependencies |
TypeScript (`typescript-language-server`)
| Tool | What it does |
|---|---|
ts_go_to_source_definition | Go to the implementation, not the .d.ts declaration |
ts_organize_imports | Sort and prune imports, written to disk |
ts_rename_file | Fix every import after a file moves — move the file, then call this |
typescript-language-server needs a typescript install it can find (usually the workspace's own). TypeScript 7 ships no tsserver.js, so keep typescript@5 in the workspace for now.
Rust (`rust-analyzer`)
| Tool | What it does |
|---|---|
rust_expand_macro | Show the code a macro invocation generates |
rust_parent_module | Navigate to the parent module |
rust_open_cargo_toml | Find the owning crate's Cargo.toml |
rust_external_docs | Get docs.rs / rustdoc URLs for a symbol |
rust_related_tests | Find tests covering a position |
rust_view_syntax_tree | Show the syntax tree for a file |
rust_runnables | List runnable targets (tests, binaries, doctests) |
rust_reload_workspace | Reload Cargo metadata after editing Cargo.toml |
rust_dependencies | List all crates in the dependency graph |
Go (`gopls`)
| Tool | What it does |
|---|---|
go_list_known_packages | List packages importable from a file |
go_list_imports | List a file's imports and its package |
go_add_import | Add an import, written to disk |
go_mod_tidy | Run go mod tidy |
go_vulncheck | Run govulncheck against the module |
go_modules | List modules under a directory |
C/C++ (`clangd`)
| Tool | What it does |
|---|---|
clangd_switch_source_header | Jump between source and header |
clangd_symbol_info | Get USR and symbol details |
clangd_ast | Show the Clang AST for a range |
When a server applies changes itself (organize imports, add import, rename file), squiggles receives the workspace edit and writes it to disk, keeping the server's view of the files in sync.
To add extensions for a new language server, create a file in src/extensions/ (e.g. src/extensions/zig.ts):
import { executeCommand, type ServerExtension } from "./index.js";
const extensions: ServerExtension[] = [ { name: "zls_something", description: "What this does", input: "position", // "none" | "file" | "position" | "custom" request: ({ uri, position }) => ({ method: "zls/customMethod", params: { textDocument: { uri }, position }, }), }, ];
export default extensions;
request receives the opened file's URI, absolute path, and 0-indexed position, and returns the LSP request to send — use the executeCommand helper for servers that expose functionality as workspace/executeCommand commands. Register the module in src/extensions/index.ts under the server's binary name.
squiggles is the project formerly published as mclsp. Point your MCP config at npx -y squiggles and rename mclsp.yaml to squiggles.yaml — the old config names keep working, the tool names are unchanged.
MIT