Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Universal MCP to LSP bridge exposing language server code intelligence as MCP tools
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.
The maker has not listed install details in the registry. See the maker’s README below.
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 6, 2026
The registry name was verified with the GitHub account bug-ops, 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 (0.9.1) reached the registry 4 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Rust on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, FOGA node
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.
A Finch OG Agent cell as an MCP server: read the world, dry-run and take ERC-8414 tenders by policy.
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Give your AI coding agent a compiler's understanding of your code.
mcpls is a bridge between the Model Context Protocol (MCP) and the Language Server Protocol (LSP). It runs the language servers for your project (rust-analyzer, pyright, gopls, and others) and exposes their type information, references, diagnostics and refactoring as 31 MCP tools, so an AI client reasons about code the way an IDE does.
flowchart LR
C["AI client"] <-->|MCP| M["mcpls"] <-->|LSP| S["rust-analyzer / pyright / gopls / ..."]
The full documentation is the mcpls book: [https://bug-ops.github.io/mcpls/](https://bug-ops.github.io/mcpls/)
| Topic | Chapter |
|---|---|
| Install and first run | Installation |
| Connect Claude Code or another client | Connect an AI Client |
| Configure language servers | Configuration |
| All 31 tools | Tools Overview |
| Something does not work | Troubleshooting |
| HTTP transport and allowlists | Transports |
| Security model and untrusted workspaces | Security and Trust |
| Every flag and config key | Reference |
Linux and macOS:
curl -fsSL https://raw.githubusercontent.com/bug-ops/mcpls/main/scripts/install.sh | sh
Windows (PowerShell):
irm https://raw.githubusercontent.com/bug-ops/mcpls/main/scripts/install.ps1 | iex
Or with Cargo:
cargo install mcpls
Prebuilt archives for Linux, macOS and Windows (x86_64 and aarch64) with SHA256 checksums and build-provenance attestations are on GitHub Releases.
mcpls is also listed in the official MCP Registry as io.github.bug-ops/mcpls (cargo package, stdio transport), so registry-aware clients can discover it there. The listing installs the same crate as cargo install mcpls.
You also need at least one language server, for example rustup component add rust-analyzer. See Installation for other methods and servers.
Register mcpls with Claude Code:
claude mcp add --scope user mcpls -- mcpls
Then ask about your code:
You: What is the return type of process_request?
Claude: [get_hover] It returns Result .
You: Find everywhere ApiError::Timeout is handled. Claude: [get_references] Found 4 matches: src/handlers/api.rs:89, ...
Rust projects need no configuration. Other languages and clients are covered in the book.
unsafe code; release archives carry build-provenance attestationsLanguage servers run code that comes with the workspace, and mcpls does not sandbox them. Read SECURITY.md and the Security and Trust chapter before pointing mcpls at code you did not write.
skills/mcpls is a packaged Agent Skill that teaches an AI coding agent to install, configure and run mcpls.
cargo build
cargo nextest run --workspace --all-features
Requires Rust 1.99 or later (edition 2024). The book lives in book/ and is built with mdBook. See CONTRIBUTING.md.
Participation is governed by the Code of Conduct. Accessibility of the output and documentation is described in ACCESSIBILITY.md.
Dual-licensed under Apache 2.0 or MIT at your option.