Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
MCP gateway/proxy: multiplexes tool calls across upstream MCP servers into one catalog.
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": {
"aimcpgate": {
"command": "npx",
"args": [
"-y",
"aimcpgate"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add aimcpgate -- npx -y aimcpgatePégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"aimcpgate": {
"command": "npx",
"args": [
"-y",
"aimcpgate"
]
}
}
}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": {
"aimcpgate": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"aimcpgate"
]
}
}
}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 akomyagin, 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 (0.5.0) llegó al registro hace 3 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Docker, Node.js en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, FlyDocs
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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
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.
*Русская версия — README_RU.md.*
A gateway / proxy for MCP servers (Model Context Protocol) written in Go. It presents itself to an MCP client (Claude Code, Cursor, etc.) as one MCP server, while under the hood it multiplexes calls across several upstream MCP servers, aggregates their tools, prompts and resources into one catalog, and logs every call.
Status: **MVP complete (Stages 0–6) + post-MVP Stages 7–19 shipped, latest
release v0.6.0.** Phase 1 — multiplexing stdio upstreams behind a
stdio endpoint with a call log; Phase 2 — HTTP/SSE client-facing transport,
HTTP upstreams, a CLI log viewer (
mcp-gate logs); release pipeline
(
goreleaser, cross-compiled for linux/darwin/windows × amd64/arm64, no
CGO). Post-MVP added upstream auto-restart, hot config reload, tool
filtering/renaming,
doctor, and — in v0.3.0 — fullprompts/resources/
resources/templates/completionaggregation,ping, progress forwarding
and real cancellation,
logging/setLevelfan-out, per-upstream call limits
(rate limit / concurrency / result truncation / timeout), a lazy catalog and
tools/listpagination, and SSE server→client streams on both the client and
the upstream side. v0.4.0 completed the server→client direction: all three
server-initiated methods —
elicitation/create,sampling/createMessageand
roots/list— are proxied in all four transport combinations (stdio or
HTTP on the client side × stdio or HTTP on the upstream side); the gateway now
declares to an upstream exactly the capabilities its own client declared
instead of a blanket
{}; the HTTP transport gained server-side
Mcp-Session-Idsessions withDELETE /mcptermination. v0.5.0 adds
operator observability (Stage 18): eight event kinds — upstream start
failures and supervisor give-ups, dropped notifications and server→client
requests, an HTTP upstream with no GET SSE, catalog collisions and bad URI
templates, and a result that silently bypassed
max_result_bytes— now land
in the call journal (
mcp-gate logs) instead of astderran MCP client
usually owns; config parsing became strict (unknown/misspelled keys are
fatal). It also closes the client-facing half of the guard/truncation story:
a
tools/callrefused by the rate-limit or concurrency guard now returns
its own JSON-RPC error code
-32009with machine-readable
data: {"retryable":true,"reason":...}instead of an indistinguishable
-32603, and a non-text result that bypassedmax_result_bytescarries a
result._metamarker (contentstays byte-for-byte untouched). Finally,
auth_tokenreferencing an unset environment variable now refuses to start
the gateway instead of silently disabling HTTP authentication. v0.6.0
makes the gateway dual-era: both MCP protocol revisions are served on the
same endpoints, chosen per request. A client on the 2026-07-28 spec gets the
modern stateless surface (
server/discover, result decorations such as
resultType/ttlMs/cacheScope, HTTPMcp-Method/Mcp-Name/
MCP-Protocol-Versionheader validation, removed methods rejected with
-32601); a legacy client keeps its v0.5.0 behaviour byte-for-byte. An MRTR
bridge lets a modern client answer an upstream's mid-call questions
(
elicitation/create,sampling/createMessage,roots/list) by retrying
the call with
inputResponses— the input window equals the upstream's
call_timeout(30 s by default). The release also lands a security batch:
opt-in
env_isolation: strictfor stdio upstreams, always-on scrubbing of
known secret values to
***in crash logs and journal records, cleartext-HTTP
secret warnings in
serve/doctor, weak file-permission warnings in
doctor, and a cap of 16 GET SSE streams per HTTP session. The toolchain
moved to Go 1.26.7, closing 34 reachable stdlib CVEs that sat in the published
v0.5.0 binaries, and release artifacts gained per-archive SBOMs (SPDX JSON)
plus cosign keyless signatures.
Upgrading to v0.6.0 — one contract change and two conditional ones:
- The gateway-busy error code is renumbered `-32029` → `-32009`. The
rate-limit / concurrency-guard refusal keeps its machine-readable
data: {"retryable":true,"reason":...}, but anything that hard-coded the
old numeric code must be updated:
-32029fell inside the-32020..-32099
band the 2026-07-28 spec reserves for protocol errors.
- An HTTP session is now capped at 16 concurrent GET SSE streams. A 17th
attempt receives HTTP 503 before any response headers; open streams are
never evicted, and closing one frees the slot. Only observable for clients
that leak streams (e.g. reconnecting without closing the old one).
- New opt-in config flag `env_isolation: "strict"` (global). The default
is unchanged — stdio upstreams still inherit the gateway's full
environment. With
strict, a child process gets only a minimal
cross-platform base (
PATH,HOME,TMPDIRon Unix;SystemRoot,
PATHEXT,TEMP,TMP, … on Windows) plus its ownenv:block, so an
upstream that relied on inherited variables must list them explicitly.
- Additive, no action needed: known secret values are scrubbed to
***in
the crash-log stderr tail, the journal
errfield and event details
(always on; values shorter than 8 bytes are not scrubbed);
serveand
doctorwarn about secrets travelling over cleartext HTTP;doctorwarns
when the config or
--env-fileis group- or world-readable. Legacy-era
clients see no other behaviour change — byte-stability is pinned by a
golden test.
**Upgrading to v0.5.0 — three behaviour changes, none touch the config file
format itself:**
- Config parsing is now strict. A config with an unknown or misspelled
top-level or per-upstream key, which used to be silently ignored, now
fails to load. Fix the key name (the error names it) or remove it.
- `auth_token: ${VAR}` with an unset `VAR` now refuses to start, naming
the variable. Before, it silently became an empty token — which, on an
HTTP gateway, disabled the bearer check entirely with no warning. Set the
variable (or pass
--env-file), or removeauth_tokento run without
authentication on purpose.
- **The call journal (
log_file/calls.jsonl) gained a second record
kind**,
"kind":"event", alongside the existing call records. A binary at
v0.4.0 or older reading a v0.5.0 journal renders an event line as a sparse
ERRentry rather than failing — read a journal with the same or a newer
binary than the one that wrote it.
Upgrading to v0.4.0: no config-file change, but two observable HTTP-mode
behaviour changes — a session id is now mandatory on
POST /mcpafter
initialize(the header is returned by theinitializeresponse), and the
upstream registry starts lazily on the first real MCP request instead of at
process start.
Not implemented: a per-client access policy.
Cross-platform binaries are built via goreleaser (.goreleaser.yaml): linux/darwin/windows × amd64/arm64, no CGO, the version is baked in via -ldflags -X main.version=..., checksums land in SHA256SUMS. Local dry run: goreleaser release --snapshot --clean. Since v0.6.0 each archive also ships an SBOM (SPDX 2.3 JSON), and SHA256SUMS carries a cosign keyless signature (.sig + .pem); the ghcr.io image manifests are signed in the registry itself (no stored key — the identity is minted via GitHub Actions OIDC and recorded in Rekor).
Besides the raw release binaries, the gateway ships as an OCI image on GitHub Container Registry and as an npm wrapper package — the two formats MCP registries install from.
Docker:
docker run --rm -i -v $(pwd)/config.yaml:/config.yaml ghcr.io/akomyagin/aimcpgate serve
-i is mandatory: the gateway talks MCP over stdio, so the client must keep stdin open (without it the container sees EOF and exits immediately). The image has no config of its own, so mount yours — the example above mounts it onto the default path /config.yaml; any other path works with serve -c.
To reproduce a registry sandbox check (Glama.ai etc.) without any real upstream, use the demo config baked into the image — this exact command is what a sandbox should run:
docker run --rm -i ghcr.io/akomyagin/aimcpgate serve -c /demo.config.yaml
npx (downloads the prebuilt binary for your platform on first install and verifies its SHA256 checksum):
npx aimcpgate serve -c ./config.yaml
Image policy: the OCI image contains only the mcp-gate binary — no runtimes for stdio upstreams (no node/npx, python, shells). If your config launches stdio upstream servers, extend the image yourself and install what they need; HTTP upstreams work out of the box (CA certificates are included).
Demo config: demo.config.yaml and the hidden __demo-echo subcommand exist only so registry sandboxes (Glama.ai) can introspect the gateway without any real upstream — never use them in a real deployment.
doctor, catalog, call and logs are how an operator inspects a deployment. Three facts decide how they must be invoked inside a container:
Dockerfile does COPY mcp-gate /mcp-gate and ENTRYPOINT ["/mcp-gate"] — nothing puts it on a search path (check the Dockerfile if this ever looks wrong). So the obvious form fails: $ docker exec mcp-gate mcp-gate catalog -c /config.yaml
OCI runtime exec failed: exec failed: unable to start container process: exec: "mcp-gate": executable file not found in $PATH
Use the absolute path instead — that is the only difference.
gcr.io/distroless/static-debian12:nonroot, which ships the binary and CA certificates and nothing else. docker exec mcp-gate sh -c '…' fails the same way sh is simply not there, and there is no ls/cat to look around with. Keep pipes, globbing and redirection on the HOST side of the command.doctor, catalog and call build their own registry, open their own connections to the upstreams, report and exit. Their output is therefore upstream reachability *right now*, not the state of the live gateway: if the running process lost an upstream and dropped it from its catalog, these commands will not show that. They also keep the call journal clean — they run with journaling disabled, so a call you make this way does not appear in logs.docker exec mcp-gate /mcp-gate version
docker exec mcp-gate /mcp-gate doctor -c /config.yaml docker exec mcp-gate /mcp-gate catalog -c /config.yaml docker exec mcp-gate /mcp-gate call demo__echo '{"text":"hi"}' -c /config.yaml docker exec mcp-gate /mcp-gate logs -c /config.yaml --tail 50
The commands assume a container started detached and named, e.g. docker run -d --name mcp-gate … — unlike the foreground docker run --rm -i … example above, which exits as soon as its stdio client disconnects and leaves nothing for docker exec to reach. The config is assumed mounted on the default path /config.yaml, as in that same example; demo__echo stands in for a tool from your own catalog. A few caveats:
log_file in the mounted config to point at a path visible inside the container, and a volume mounted there — otherwise the journal goes toSolo se muestra el principio; lee el resto en el repo