Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Shared session bus for Claude, Codex, Copilot, Cursor, Gemini, AGY, Grok, and OpenCode.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"magents": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/abnegate/magents:0.14.2"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add magents -- docker run -i --rm ghcr.io/abnegate/magents:0.14.2Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"magents": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/abnegate/magents:0.14.2"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"magents": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/abnegate/magents:0.14.2"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub abnegate, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.14.2) llegó al registro hace 23 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Docker en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, EmbeddedCI BenchPod
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Drive a BenchPod hardware-in-the-loop bench: power, flash, UART, I2C, CAN, analog and logic.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
Claude Code, Codex, Copilot, Cursor, Gemini, AGY, Grok, and OpenCode already keep transcripts on disk. magents is the shared API over those sessions - an MCP server plus a small CLI - so one agent can pick up where another left off without you recapping, ping a *specific live chat* when you are not sitting in the middle, or start an independent persisted chat for a complete task.
It is not a second copy of history and not a fire-and-forget council. Existing chats stay the default unit of work; new chats are for independent work that benefits from its own session and working directory.
Install · Plugins · What you can do · Quick start · Tools · CLI · Releases
You already run more than one coding agent. The pain is not "more models" - it is context trapped in another window.
| Pain | What magents does |
|---|---|
| You switched hosts mid-task | Read the live session and continue *here* |
| Agent A hit a wall Agent B owns | Inject into that live chat without you as the messenger |
| A subtask can run alone | Spawn a headless persisted session with a complete prompt + reply path |
1. Handoff without a new thread You were in Claude on the disaster-recovery branch. Now you are in Grok. Ask Grok what they were doing; it reads the live session and continues. No paste buffer. No "new chat, here's the context."
2. Send when you are not the messenger Three agents running. Claude hits a wall Codex owns. Claude injects into that Codex thread and keeps going - especially useful when the sender already has the failing query, file, and constraint you would otherwise reconstruct.
3. Spawn independent work When a task can proceed alone, start a new headless persisted session with a complete prompt, an isolated working directory when files could collide, and a request to reply through magents. Spawned agents keep their host's native approval policy - spawning does not add an approval bypass.
brew install abnegate/tap/magents
magents install --all
curl -fsSL https://abnegate.github.io/apt-repo/pubkey.gpg | sudo gpg --dearmor -o /usr/share/keyrings/abnegate.gpg
echo "deb [signed-by=/usr/share/keyrings/abnegate.gpg] https://abnegate.github.io/apt-repo stable main" | sudo tee /etc/apt/sources.list.d/abnegate.list sudo apt update && sudo apt install magents magents install --all
From Releases:
curl -LSsf -o magents \
"https://github.com/abnegate/magents/releases/latest/download/magents-$(uname -m | sed 's/arm64/aarch64/')-$(uname -s | tr 'A-Z' 'a-z' | sed 's/darwin/apple-darwin/;s/linux/unknown-linux-musl/')" chmod +x magents ./magents install --all
Assets: magents-x86_64-unknown-linux-musl, magents-aarch64-unknown-linux-musl, magents-aarch64-apple-darwin, magents-x86_64-apple-darwin.
docker pull ghcr.io/abnegate/magents:latest
docker run --rm --user "$(id -u):$(id -g)" \ -v "$HOME:$HOME" -e HOME \ ghcr.io/abnegate/magents list --live
cargo install magents --locked
magents install --all
cargo install --path .
magents install --all
Host plugins package the magents skill plus an MCP entry that runs magents mcp. Install the CLI first (brew install abnegate/tap/magents), then load the matching folder under plugins/.
| Host | Path |
|---|---|
| Claude Code | plugins/claude |
| Codex | plugins/codex |
| Cursor | plugins/cursor |
| Gemini CLI | repo root (gemini-extension.json) |
| AGY CLI / Antigravity | plugins/agy |
Gemini CLI installs the extension straight from this repository:
gemini extensions install https://github.com/abnegate/magents
AGY CLI installs the plugin from plugins/agy (manifest, MCP, and skills):
agy plugin install https://github.com/abnegate/magents/plugins/agy
Details and marketplace notes: plugins/README.md.
magents install --all registers the stdio MCP server with each installed host, skipping hosts whose required binaries are unavailable:
grok mcp add magents -- magents mcp)claude mcp add --scope user magents -- magents mcp)codex mcp add magents -- magents mcp)~/.cursor/mcp.json)$XDG_CONFIG_HOME/opencode/opencode.json, default ~/.config/opencode)gemini mcp add -s user magents magents mcp)copilot mcp add magents -- magents mcp)agy mcp add magents magents mcp)It also writes the magents and learn skills under supported hosts' skills directories (~/.grok/skills/{magents,learn}, ~/.claude/skills/{magents,learn}, ~/.cursor/skills/{magents,learn}, and the OpenCode / Gemini / AGY / Copilot equivalents). /learn reads every local agent's sessions, not only Grok.
For Grok and Codex only, point a host at the binary yourself:
[mcp_servers.magents]
command = "/path/to/magents" args = ["mcp"]
For Cline, open MCP Servers → Configure MCP Servers and add this to cline_mcp_settings.json:
{
"mcpServers": { "magents": { "command": "magents", "args": ["mcp"] } } }
Restart the agent session (or refresh /mcps) so the tools appear.
Try:
magents list --live
magents digest grok:latest magents handoff grok:latest --reason "continuing in grok"
| Tool | Purpose |
|---|---|
list_sessions | Live and recent sessions; filter by cwd / branch |
get_session | Lookup by id, title, live name, pid, or agent:ref |
read_transcript | Compact inert handoff (last request, last action, recent turns) |
search_transcripts | Full-text search across those transcripts |
search_memories | Phrase search over Claude / Codex / Grok memory markdown |
create_memory | Write a note into Claude / Codex / Grok first-party memory |
spawn_session | Start a new headless persisted session for independent work |
send_message | Deliver a user turn to an existing chat |
handoff | Compact this session and inject it into another live chat |
inbox / ack / await_reply / reply | Mailbox for cross-session replies |
session_digest | Compact last request / action / cwd / branch / clipped turns |
files_touched | Paths another session edited |
stop_session | Stop a magents-supervised spawn or resume |
read_memory | Read one Claude / Codex / Grok memory markdown file |
get_note / put_note | Magents-owned shared scratch for a working directory |
whoami | Detect this connection; resolve session via env, socket, or unique cwd |
learn_collect | Collect compact records from every local agent's full history for /learn, or estimate a run |
learn_state | Read or update /learn state, decisions, and trash |
Refs can be prefixed: claude:disaster recovery, grok:latest, codex: , cursor:latest, opencode: , gemini:latest, agy: , copilot: .
magents list --live
magents list --agent grok --query edge magents get 'claude:disaster recovery' magents read grok:latest -n 20 magents digest grok:latest magents search "dedicated databases" --agent claude magents spawn codex --prompt-file /path/to/task.md --cwd /path/to/isolated-worktree magents send grok:latest "handoff: the DR runbook is in docs/RUNBOOK.md" magents handoff grok:latest --reason "continuing in grok" magents whoami magents learn estimate magents learn collect magents learn plan magents learn collect --since-last magents learn state
Pass --output json on any command for stable machine-readable stdout.
magents with no args on a piped stdin starts the MCP server.
magents spawn reads the complete task from stdin by default (--prompt-file supported). Prompt text is never a process argument.
list_sessions / read_transcript / search_transcripts / search_memories are the handoff. create_memory writes into another harness's first-party memory (Claude, Codex, or Grok).
Choose the write path by where the work should happen:
cwd when edits could collide. Success means launch accepted (accepted: true, status: "starting"), not that the task finished.send_message always appends to the mailbox, then prefers a native live path and otherwise starts a supervised headless resume:
| Surface | Delivery route |
|---|---|
| Claude Desktop | UDS user turn (/tmp/cc-socks/ .sock), then tmux or supervised claude -p --verbose --resume |
| Claude CLI | UDS when available, then tmux or supervised resume |
| Grok | Supervised grok --cwd --resume --output-format streaming-json --prompt-file /dev/stdin |
| Codex Desktop / VS Code | Length-prefixed JSON-RPC on ~/.codex/ipc/ipc.sock, then supervised codex exec ... resume |
| Codex CLI | Supervised codex exec --json -C resume - |
| Cursor | Supervised cursor-agent -p --output-format stream-json --resume --workspace |
| OpenCode | Supervised opencode run --format json --session , started in the session cwd (with PWD set) |
| Gemini CLI | Supervised gemini --resume --output-format stream-json |
| AGY CLI / Antigravity | Supervised agy --input-format stream-json --output-format stream-json --conversation |
| GitHub Copilot CLI | Supervised copilot --resume= --output-format json |
Supervised routes pass the user turn through stdin and do not expose transcript text, tokens, or raw host output in the response. Spawn never adds approval bypasses (--dangerously-skip-permissions, --yolo, --full-auto, etc.).
Session discovery sources: Claude ~/.claude and ~/.claude-* (plus Desktop Claude / Claude-* session dirs), Grok ~/.grok/active_sessions.json, Codex sqlite + rollout JSONL, Cursor agent-transcripts, OpenCode SQLite (opencode.db and channel databases, v1 session and v2 session_v2 / session_message tables), Gemini journals, AGY CLI conversations / brain plus Antigravity desktop conversation_summaries, Copilot session-state. Claude sessions include a profile field when they come from a named home (work for ~/.claude-work). Resume and live inject use that home's CLAUDE_CONFIG_DIR.
cargo test --locked --all-targets
cargo llvm-cov --locked --all-targets --ignore-filename-regex 'src/main.rs|/rustlib/' --fail-under-lines 98
CI runs format, clippy (-D warnings), the full test suite, and a 98% line-coverage gate.
MIT