Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Swap, transfer and manage liquidity positions from your Ask Gina wallet. Moves real funds.
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 …”.
Funciona en Claude para web, escritorio y móvil:
https://askgina.ai/ai/spot/mcpEjecuta esto en tu terminal
claude mcp add --transport http spot https://askgina.ai/ai/spot/mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"spot": {
"url": "https://askgina.ai/ai/spot/mcp"
}
}
}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": {
"spot": {
"type": "http",
"url": "https://askgina.ai/ai/spot/mcp"
}
}
}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.
ChatGPT solo se conecta a servidores en internet:
https://askgina.ai/ai/spot/mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
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.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
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 el dominio askgina.ai (el registro comprueba quién es dueño del dominio)
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
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 la nube del creador. Te conectas por internet sin instalar nada, pero lo que envías pasa por los servidores del creador.
El repo de GitHub cambió por última vez –, y la última versión (1.0.0) llegó al registro hace 17 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Python MCP
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.
Local-only Python MCP server for the Files.com API.
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.
What this is: the Apache-2.0 workspace for the Ask Gina programmatic client (a TypeScript SDK and a Bun CLI), the listed plugin (a portable core plus host adapters), the evals that check whether models use that plugin correctly, and the public evals app. It does not log you in: SDK and CLI callers bring their own token (see below).
Production Gina MCP is at https://askgina.ai/ai/gina/mcp. SDK and CLI callers supply an externally acquired Gina bearer token with tools:read; neither client implements login or OAuth authentication. See authentication and Agent Setup to obtain a read-only token.
New here? Start with Start here, which routes you by goal. The Reference below it is for people changing the build, the evals app, or the lint setup.
| I want to... | Go to |
|---|---|
| Call Gina from TypeScript code | packages/sdk/README.md |
| Call Gina from a terminal | packages/cli/README.md |
| Use the shared catalog and protocol types | packages/contracts/README.md |
| Install the plugin in a host (Antigravity, Cursor, Grok Bot, Devin, and others) | plugins/ask-gina/README.md |
| Connect ChatGPT, Claude, Codex, or another client | Public Connect guides |
| Run or change the evals | packages/evals/README.md. Start with replay: it makes no network calls and needs no secrets. |
| Work on the public evals app | Public evals app in Reference |
| Contribute a change | ai_docs/contributing.md, then the loop below |
| Edit the public docs site | docs/ is the Mintlify source; authoring rules are in ai_docs/docs/authoring.md |
Antigravity installs local plugin directories with agy plugin install. The Antigravity connect guide covers research, Spot, Perps and Predictions, their OAuth scopes, and confirmation for venue writes. This source-install route does not imply a Marketplace listing.
You need Bun 1.4.x (the root packageManager is bun@1.4.0). From the repository root:
bun install --frozen-lockfile
bun run fmt:check bun run lint bun run check bun run test bun run check:target-conformance bun run artifacts bun run verify:artifacts bun run check:public-boundary
This is the list ai_docs/contributing.md asks you to run before proposing a change. Pull-request CI runs these and a few more gates (see What CI runs in Reference). main has no protected required checks, so CI does not gate merge or publish packages.
Things that surprise people:
plugins/ask-gina/skills/. Host skill trees are generated at pack time and must not be committed.evals:check-public, evals:check-grading, the TypeScript compiler, and the TypeScript import check.docs/ or tools/docs/, also run bun run docs:test and bun run docs:check. Releasing a user-facing feature adds the steps in ai_docs/release-docs-checklist.md.nodeBuiltinImport on the two synchronous SHA-256 helpers (packages/contracts/src/sha256.ts and packages/evals/src/canonical-json.ts): Effect Crypto is asynchronous, and schema filters and streamed file hashes need a synchronous digest. Import sha256Hex from those helpers instead of node:crypto.| Path | What lives there |
|---|---|
packages/contracts | @askgina/contracts: public catalog, protocol literals, receipt schemas. |
packages/sdk | @askgina/sdk: TypeScript client. |
packages/cli | @askgina/cli: the compiled ask-gina Bun binary. |
packages/evals | @askgina/evals: replay, live runners, grading, sanitization, public export. |
plugins/ask-gina | @askgina/plugin-core: canonical plugin inputs (manifest, skills, eval cases, targets) and the Devin install notes. |
apps/evals | The public evals React/Vite app and its Storybook. Not an npm-published package. |
tools/ | Build, pack, verify, and boundary-check scripts; eval regrade and public-artifact checks; docs check. |
docs/ | Public Mintlify docs source. |
ai_docs/ | Internal engineering docs: contributing, architecture, security, eval handoffs, docs authoring. |
patches/ | Dependency patches, including the two Storybook docgen compatibility patches. |
scripts/ | Helper that applies the Effect TSGo patch. |
specs/ | Design plans. |
@askgina/contracts: public catalog, protocol literals, and receipt schemas; root-only ESM for Node >=24 and Bun >=1.4@askgina/sdk: TypeScript client; root-only ESM for Node >=24 and Bun >=1.4@askgina/cli: compiled Bun ask-gina binary; Bun 1.4.x only@askgina/plugin-core: host-specific plugin core and loaders, in plugins/ask-gina@askgina/evals: compiled hermetic/live eval tools, shared contracts, adapters, replay, grading, and sanitization; Bun 1.4.x onlyThe contracts and SDK packages have no CommonJS, browser, edge, or subpath entrypoints.
Root scripts from package.json, grouped by purpose:
# Setup and quality
bun install --frozen-lockfile bun run audit bun run fmt:check bun run lint bun run check # quality: evals:check-public, evals:check-grading, vp check, tsc, check:typescript-imports bun run typecheck bun run test bun run check:typescript-imports bun run check:target-conformance bun run effect-tsgo:diagnostics
bun run build bun run artifacts bun run verify:artifacts bun run verify:packages bun run verify:targets bun run smoke:install bun run check:public-boundary bun run check:marketplace:codex
bun run evals:dev # Vite dev server (default port 5173) bun run evals:build bun run evals:typecheck bun run evals:check-public bun run evals:check-grading bun run storybook # Storybook on port 6006 bun run build-storybook
bun run eval:replay bun run eval:responses bun run eval:codex bun run eval:openrouter bun run eval:claude bun run eval:omp bun run eval:export-public
bun run docs:check bun run docs:test
Pull-request CI (.github/workflows/ci.yml) runs, in order:
bun install --frozen-lockfile
bun run audit bun run fmt:check bun run lint bun run check bun run evals:typecheck bun run evals:build bun run build-storybook bun run test bun run check:target-conformance bun run artifacts bun run verify:artifacts bun run smoke:install bun run check:public-boundary
It then smokes the Codex marketplace with a pinned Codex CLI at the published revision. The docs workflow (.github/workflows/docs.yml) runs on pull requests that touch docs/, tools/docs/, the plugin skills or .mcp.json, or the contracts entry point: it runs the docs check, skills catalog and sweep comparison tests (bun run docs:test) and node tools/docs/check.mjs --external.
apps/evals is the public React/Vite app (not an npm-published package) with the Ask Gina landing-page typography, watercolor artwork, UI components, and Storybook. It has a leaderboard, model profiles, task evidence explorer, and methodology page. Measured September reports coexist with explicitly illustrative fixtures. Measured rows cover tool conformance, not final-answer correctness; public downloads are reviewed projections, not full conversation archives. The viewer makes no live tool or wallet calls.
CI also runs evals:build and build-storybook. Their outputs stay in apps/evals/dist/app and apps/evals/dist/storybook, separate from published package artifacts. Storybook uses the existing TypeScript 7 toolchain plus a TypeScript 5 compiler-API alias and the two docgen compatibility patches under patches/. Local fonts and artwork are pinned in tools/public-source-assets.ts.
Before bundling, the public-artifact gate checks historical Claude reports against strict projection fields and an exact reviewed path/hash allowlist. Changed or new Claude JSON requires privacy review and corresponding provenance/allowlist updates; never update a hash merely to admit raw provider output. Full conversations remain outside the public repository. Sanitizing current files does not remove historical Git objects, fork-network copies, or previous deployment/cache contents.
@shadcn/lint is registered in the root vite.config.ts. apps/evals/src enables shadcn/no-raw-colors, shadcn/no-arbitrary-values with allow: ["layout"], shadcn/no-restyle with allow: ["layout"] plus named evals CSS hooks on primitives, and shadcn/require-static-classes. apps/evals/src/components/ui turns no-arbitrary-values, no-restyle, and require-static-classes off so primitives can keep structural values and internal variants. bun run lint checks the whole workspace, and bun run check includes lint. Add further rules under lint.rules, spreading effectTsgoRecommended.rules first, or in app-scoped lint.overrides. See the [av
Solo se muestra el principio; lee el resto en el repo