Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Run commands on your remote test machines over SSH without the agent ever seeing a secret.
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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
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"conning": {
"command": "uvx",
"args": [
"conning",
"mcp"
]
}
}
}Run this in your terminal
claude mcp add conning -- uvx conning mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"conning": {
"command": "uvx",
"args": [
"conning",
"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": {
"conning": {
"type": "stdio",
"command": "uvx",
"args": [
"conning",
"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.
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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 EranYonai, 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 (0.6.5) reached the registry 11 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv), Docker on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Asset Notation
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.
Read and maintain an Asset Notation file on disk: net worth, holdings, valuations, CSV import.
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A light, local SSH controller for humans and agents. Conning is one small CLI and MCP server on your own machine. It runs commands, long jobs and file copies on your test machines over plain OpenSSH. You drive it from a terminal; your agent (Claude Code, Codex, Cursor...) gets the same four commands as MCP tools, with identical output. Conning holds the keys, so the agent never sees a password, and you approve anything risky.
conn targets add lab --host 10.0.0.5 --user tester # asks for the rest, pins the host key
conn run lab uname -a # exit code first, then the output conn run -t lab apt upgrade # you, at a terminal: live, like ssh -t conn ssh lab # you: a shell there, same login and jump hosts conn targets mode lab auto # optional: let the agent run anything there
Status: early (0.6). Linux, macOS and Windows targets work, with long jobs, transfers, jump
hosts and approvals. See docs/design.md for every decision so far.
op://, ssh-agent): the target file holds references, and no tool ever returns a secret.~/.ssh/config: a generated config per target, pinned host keys, forwarding off, jump hosts. Windows targets need OpenSSH and PowerShell 7.ask or auto. In ask, read-only commands and your allow rules run, and anything else waits for you; "always allow" remembers two words, so systemctl status never lets through systemctl stop. Only you grant trust: in the agent client's prompt, in conn watch or at your terminal.uv tool install conning # or: pipx install conning
conn mcp install claude # or codex, cursor, opencode, pi: adds the server, its skill, and denies raw ssh/scp
For Tab completion that reads the target (its files, commands and shell history), run conn completion install once; it adds one line to your bash, zsh or fish rc file, and conn doctor reminds you if it's missing. Set history = false on a target to keep its shell history out (D53).
The MCP server needs no install at all:
claude mcp add conning -- uvx conning mcp
docker run -i --rm --network host \
-v ~/.config/conning:/conning \ -v "$SSH_AUTH_SOCK":/ssh-agent -e SSH_AUTH_SOCK=/ssh-agent \ ghcr.io/eranyonai/conning:latest
The image carries Python, the OpenSSH client and Conning, and nothing else. Targets, pinned host keys and job output live on the /conning volume, and conn runs as that folder's owner, so files it writes there stay yours on the host. On Docker Desktop for Mac, forward the agent with -v /run/host-services/ssh-auth.sock:/ssh-agent instead. Two things stay on your machine (D46):
conn targets add, conn approve, conn allow and turning on auto need your terminal. Install the CLI on the host and point it at the same folder: CONNING_HOME=~/.config/conning conn approve a:1. Approving in the agent client works from the container as usual.env: or op:// references, or forward your ssh-agent as above and use a key. docker run --rm ... conning doctor checks the rest.Targets on a lab LAN or VPN need --network host (Linux) or a route the container can use.
| Tool | What it does | |
|---|---|---|
targets(filter?, check?) | One line per target: name, OS, shell, host, user, tags, mode. Never a secret. | |
| `run(target, cmd \ | argv, wait=30, max_bytes=8192, ...)` | Runs on one target, a list or tag: . Exit code first. Still running after wait seconds: returns a job id (wait=0 is async). |
read(id, wait?, range?, grep?, signal?) | Long-polls a job for new lines, pages a saved output, or reads a remote file. | |
transfer(source, dest) | Copies files between local: and : , checked by sha256. |
Agents without MCP can use the same commands through the conn CLI; the output is identical.
This block is generated by conn help --markdown, so you don't need to call --help. A test keeps it in sync with the code.
# Agent commands (same output as the MCP tools)
conn targets [--check] [filter] List targets: name, OS, shell, host, user, tags, mode. Never secrets.
conn run [--wait WAIT] [--timeout TIMEOUT] [--cwd CWD] [--shell] [-t] [--max-bytes MAX_BYTES] [--grep GREP] target [argv ...] Run a command on one target, a list, or tag: . Exit code first.
conn read [--wait WAIT] [--range RANGE] [--grep GREP] [--signal {INT,TERM,KILL}] [--max-bytes MAX_BYTES] id Page a job (new lines only), a saved output, an approval, or a remote file.
conn transfer source dest Copy files: local: to : , or back. sha256 checked.
conn ssh target Human only: an interactive shell on a target, with its login, key, port and jump hosts.
conn targets add [--host HOST] [--user USER] [--like TARGET] [--port PORT] [--jump TARGET] [--auth {ssh-agent,key,password}] [--secret SECRET] [--key KEY] [--os {linux,windows,darwin}] [--mode {ask,auto}] [--tag TAG] name Add a target. Without a terminal it is saved as pending until a human approves it.
conn targets import [--match MATCH] Import hosts from ~/.ssh/config as pending targets (unsafe options dropped).
conn targets test name Probe a target: reachability, OS, shell, pinned host key.
conn targets mode target [{ask,auto}] Show or set ask or auto; auto runs anything without asking and needs a human.
conn targets rename old new Human only: rename a target; its host keys, password and pending work follow.
conn targets rm name Remove a target and its pinned host key.
conn approve [--always] what Human only: make a target live, or allow a pending command a: .
conn allow target [words ...] Human only: let a command run without asking (no words: list the rules).
conn deny target words [words ...] Remove an allow rule, so the command asks again (no terminal needed).
conn watch [--history HISTORY] [--no-prompt] Live control room: every command on every target, job output, approval prompts.
conn doctor Check this machine's setup: config and state dirs, ssh, keychain, targets.
conn mcp [--approve-in-client | --no-approve-in-client] ... Run the MCP server on stdio, or install it into an agent client.
conn completion {bash,zsh,fish,install} Tab completion that reads the target; conn completion install turns it on in your shell.
conn help [--markdown] Show this help; --markdown prints the block cached in README.md.
<!-- conn-help:end -->
A target is one login on one machine. To use the same machine as another user, add it again: conn targets add lab-tester --like lab --user tester copies the host, port, OS and tags and asks for the new user's password. conn targets shows which user each target uses.
A target behind a bastion names it as its jump host: add the bastion as a target first, then conn targets add lab --host 10.0.0.5 --user tester --jump gw. Every hop gets its own login and its own pinned host key, and conn targets import keeps a ProxyJump to another host it imports. The bastion is a target the agent can see too; in ask mode it can only run read-only commands there without you.
A target you add with conn targets add from an agent session is saved as pending. It does nothing until the human runs conn approve , which shows the host, the pinned host-key fingerprint and where the secret comes from.
A command outside a target's allowlist returns status=pending_approval id=a: , and a desktop notification tells the human. They answer in one of three places (allow once, always allow its first two words, or deny), and the agent picks up the result with read a: :
conn mcp --no-approve-in-client.conn run yourself at a terminal, it just asks you there and prints the result.read a: long-polls only while a conn watch is open. With nobody watching, it returns at once with nobody is watching: ask the user to run conn approve a: , so the agent asks you instead of waiting out its timeout for an answer no one was asked for.
Read-only commands such as uname, hostname, df, ps, ls, ip addr, systemctl status and journalctl run without asking on every target; each is checked so its changing forms (hostname x, ip addr add) still ask, and safe = false in a target's entry turns the list off. conn allow make test lets another command run without asking from then on; conn deny takes it back. Every command, answer and rule change lands in a hash-chained audit log, and conn doctor checks your setup when something doesn't work.
| Mode | What the agent can do | Default for |
|---|---|---|
ask | The built-in read-only list and allowlisted commands run; anything else waits for your approval. | every new target |
auto | Any command runs without asking, until you set the mode back to ask. conn doctor warns about it. | never by default |
sh -c, python -c, sudo...) and shell syntax (;, |, $(...)) always ask.conn mcp install also denies the agent raw ssh/scp and conn ssh, so it can't go around Conning (pi has no permission rules, so there it only adds the server).uv sync
uv run pytest --cov=conning # CI requires 95% coverage on Linux uv run ruff check && uv run ruff format --check
The end-to-end tests drive the real conn and MCP server against a throwaway local sshd (Linux, root to start it; CI's e2e job does this on every push):
eval "$(sudo sh tests/e2e/start-sshd.sh /tmp/conning-sshd | sed 's/^/export /')"
uv run --with keyrings.alt pytest -m e2e # keyrings.alt: a file keychain for typed passwords
After changing the CLI, refresh the README block with uv run conn help --markdown.
Only the beginning is shown; read the rest in the repo