Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
MCP server for SSH operations with built-in diagnostics
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": {
"ssh": {
"command": "npx",
"args": [
"-y",
"@yawlabs/ssh-mcp"
]
}
}
}Run this in your terminal
claude mcp add ssh -- npx -y @yawlabs/ssh-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ssh": {
"command": "npx",
"args": [
"-y",
"@yawlabs/ssh-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": {
"ssh": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@yawlabs/ssh-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.
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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 YawLabs, 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 (0.18.1) reached the registry 7 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, SuperCollider
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.
Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.
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.
One click adds this to your local Yaw MCP config so it's available in every Yaw Terminal session. Or install manually below.
Make SSH work for AI tools. MCP server that manages your SSH environment, diagnoses what's broken, fixes it, and gives your agent remote access to anything.
Built and maintained by Yaw Labs.
AI CLI tools run in subprocesses where SSH is constantly broken. The agent tries to git pull and gets Permission denied (publickey). It tries to SSH into a server and the agent socket is stale. It tries to deploy and the host key changed because the instance was recreated. Every time, the AI has no idea what's wrong and spirals.
This happens across every situation that needs SSH keys:
npm install, pip install, go get, cargo, composer from private reposssh-mcp fixes this. It manages the SSH agent, loads keys, diagnoses failures with actionable fix commands, and provides remote operations — all as MCP tools your AI agent can call.
Add to your MCP client config:
{
"mcpServers": { "ssh": { "command": "npx", "args": ["-y", "@yawlabs/ssh-mcp@latest"] } } }
On Windows wrap with cmd /c since Node 20+ can't spawn .cmd files directly:
{
"mcpServers": { "ssh": { "command": "cmd", "args": ["/c", "npx", "-y", "@yawlabs/ssh-mcp@latest"] } } }
The @latest tag makes npx re-resolve against the registry on every spawn, so each MCP session uses the newest published version. Or install globally if you'd rather pin (no auto-update):
npm install -g @yawlabs/ssh-mcp
Tools that fix your local SSH setup so everything else — git, deploys, tunnels — stops breaking.
| Tool | Description |
|---|---|
ssh_agent_ensure | Ensure ssh-agent is running. Starts one if needed and sets env vars for the session. |
ssh_key_list | List all SSH keys in ~/.ssh/ with type, fingerprint, and agent status. |
ssh_key_load | Load a key into the running agent. Ensures the agent is started first. |
ssh_config_lookup | Resolve the effective SSH config for a host (hostname, user, port, proxy, identity files). |
ssh_known_hosts_fix | Remove a stale host key and re-scan. Fixes "host key verification failed" errors. |
ssh_git_check | Test Git-over-SSH auth to GitHub, GitLab, Bitbucket, etc. |
ssh_test | Quick connectivity test with timing and actionable error details. |
| Tool | Description |
|---|---|
ssh_diagnose | Full SSH environment diagnostic. Checks agent, keys, config, known_hosts, and connectivity. Returns exact fix commands for every failure. |
| Tool | Description |
|---|---|
ssh_exec | Execute a command on a remote host. Returns up to three content blocks, status first: [exit code: N] (plus [signal: NAME] with code: -1 when the channel closed signal-only, and a flag when a stream hit the 10 MB cap), then [stderr], then [stdout]. Status leads so a proxy that cuts long results — Yaw MCP keeps about 100 KB by default — never drops the exit code. Optional env param sets per-call environment variables (POSIX-safe prefix, works regardless of sshd's AcceptEnv). Subject to command policy if configured. |
ssh_read_file | Read a file from a remote host via SFTP (whole file up to 10 MB). Optional offset and length (bytes) read one page and return a [bytes A-B of SIZE; next offset: N] status block before the text — use them for a large file, or behind a proxy that caps results. |
ssh_write_file | Write content to a file on a remote host via SFTP. |
ssh_upload | Upload a local file to a remote host via SFTP. |
ssh_download | Download a file from a remote host to local filesystem. |
ssh_ls | List files in a directory on a remote host. |
ssh_stat | Get metadata for a file or directory (size, mode in octal, uid/gid, mtime/atime, isFile/isDirectory/isSymbolicLink). Use instead of parsing ls -la. |
ssh_mkdir | Create a directory via SFTP. Set recursive: true for mkdir -p behavior. Unlike the other SFTP tools, the path may be relative — it resolves against the SFTP working directory (normally the remote user's home). ~ is not expanded; SFTP has no shell. |
ssh_delete | Delete a file or empty directory via SFTP. Auto-dispatches unlink vs rmdir based on the path's *own* type (lstat), so a symlink is always unlinked — never followed — including a dangling one or one pointing at a directory. Recursive directory delete is intentionally NOT supported -- use ssh_exec rm -rf if you need it. |
Tools that wrap common patterns agents build with ssh_exec — faster and less error-prone.
| Tool | Description |
|---|---|
ssh_multi_exec | Run a command on multiple hosts in parallel. Returns results per host. Optional env param sets per-call environment variables (same POSIX-safe prefix as ssh_exec, applied once and sent to every host). Subject to command policy if configured (policy is checked once, against the env-prefixed command, before fan-out). |
ssh_find | Search for files remotely with structured parameters (name, type, size, depth, newer — match files modified more recently than a reference path). |
ssh_tail | Read the last N lines of a file, optionally filtered by a grep pattern. |
ssh_service_status | Check systemd service status (active, PID, uptime, description). Flags isError only when the unit could not be found / queried, not when an existing unit is intentionally stopped. |
When any remote operation fails, ssh-mcp automatically runs diagnostics and includes the results in the error response. Your agent doesn't need to call ssh_diagnose separately — it gets told what's wrong and how to fix it right in the error message.
Remote operations reuse SSH connections automatically. When your agent makes multiple calls to the same host, the first call opens a connection and subsequent calls reuse it. Connections are kept alive for 60 seconds after the last use, then closed automatically.
The pool caps at 100 connections by default, and a connection still being dialed counts against the cap. When the cap is reached the pool closes an idle connection to make room. If every slot is in use or dialing, a tool call waits for one instead of failing:
ssh_exec, the SFTP tools, ssh_find, ssh_tail, ssh_service_status) waits up to its timeout (30s for the SFTP tools, which have no timeout parameter) and is next in line for the first slot that frees, so an ssh_exec arriving in the middle of a wide ssh_multi_exec runs between two of its hosts rather than being refused for the whole run. It reports Connection pool is full only if it never won a slot in that time.SSH_MCP_MAX_POOL_SIZE hosts at once (default 100) and works through a longer list as slots free up, so raising the cap raises its parallelism; timeout is per host, not a bound on the whole call. When the pool is full it waits, and gives up only when none of its own hosts holds a slot and a full timeout has passed with none of them starting or finishing. The hosts waiting at that point (up to one per parallel slot) and every host still queued then report Connection pool is full; the queued ones are never attempted.A call reaches Connection pool is full only when other calls — a long ssh_exec, a concurrent ssh_multi_exec — kept every slot from it for a full timeout; a fan-out wider than the cap that has the pool to itself never does, however long it runs. If you see it, rerun once those calls finish (for ssh_multi_exec, the hosts that reported it), or raise the cap with SSH_MCP_MAX_POOL_SIZE= in the server's environment. The error names the variable.
The library's acquire() / withConnection() do not wait by default: they reject at once with a PoolFullError (code: "ERR_SSH_MCP_POOL_FULL", isPoolFullError()) unless you pass { waitForCapacityMs } — see Programmatic usage.
All connections respect your ~/.ssh/config. Host aliases, custom ports, usernames, identity files, and ProxyJump settings are used automatically. If you have Host myserver configured in your SSH config, just pass host: "myserver" — ssh-mcp resolves everything.
ProxyJump / bastion hosts are supported automatically. If your SSH config has ProxyJump bastion for a host, ssh-mcp connects through the bastion transparently. Chained proxies work too.
All remote operations verify the server's host key against ~/.ssh/known_hosts:
known_hosts entry doesn't cover", so a missing ed25519 line doesn't read as an attack.SSH_MCP_STRICT_HOSTKEYS=1).That last branch is trust-always, not TOFU. Real trust-on-first-use pins the key it saw the first time and rejects a change afterwards. The connection path never writes to known_hosts — no tool adds an entry as a side effect of connecting — so connecting pins nothing: *every* connection to a host absent from known_hosts is a "first" use and is accepted, including one where an attacker swapped the key since your last call. Only hosts put into known_hosts out of band get mismatch protection — by you, by ssh-keyscan, or by ssh_known_hosts_fix, the one tool here that does write the file. Call it explicitly to add an entry so future changes are caught.
For stricter environments, set SSH_MCP_STRICT_HOSTKEYS=1 (or true, case-insensitive) to reject unknown hosts. Add them explicitly with ssh_known_hosts_fix first. The older name SSH_MCP_STRICT_HOST_KEY still works and accepts the same values, but prefer the new one: credential scanners such as Yaw MCP's doctor treat any name with a _KEY segment as a secret, and flag the old name as a plaintext credential.
The diagnostic tools (ssh_test, ssh_diagnose) use StrictHostKeyChecking=no for their probe commands. Those probes only run echo SSH_OK — no credentials or data pass through — so the relaxed setting is safe for connectivity testing. Real operations always go through the hostVerifier.
ssh_exec and ssh_multi_exec accept free-form shell commands from the agent. For security-conscious deployments, you can restrict which commands run via two env vars, each accepting a comma-separated list of regex patterns:
SSH_MCP_COMMAND_WHITELIST — if set, the command must match at least one pattern, else it's blocked.SSH_MCP_COMMAND_BLACKLIST — if set, the command must not match any pattern, else iOnly the beginning is shown; read the rest in the repo