Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
LSP call graph for coding agents: a symbol's callers, callees, tests and live files in one call.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"rarefaction-lsp": {
"command": "npx",
"args": [
"-y",
"rarefaction-lsp-mcp"
]
}
}
}Run this in your terminal
claude mcp add rarefaction-lsp -- npx -y rarefaction-lsp-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rarefaction-lsp": {
"command": "npx",
"args": [
"-y",
"rarefaction-lsp-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"rarefaction-lsp": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"rarefaction-lsp-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account ip2k, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.2) reached the registry 17 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Starreel
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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
Only the beginning is shown; read the rest in the repo