Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Trade Hyperliquid perpetual futures from your Ask Gina wallet. Moves real funds.
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.
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Works in Claude on the web, desktop and mobile:
https://askgina.ai/ai/perps/mcpRun this in your terminal
claude mcp add --transport http perps https://askgina.ai/ai/perps/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"perps": {
"url": "https://askgina.ai/ai/perps/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": {
"perps": {
"type": "http",
"url": "https://askgina.ai/ai/perps/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.
ChatGPT connects only to servers on the internet:
https://askgina.ai/ai/perps/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 against the domain askgina.ai (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
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 in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 17 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, TF Rooms
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.
Live room availability, rates and stay quotes for 12 New Leaf motels in Twin Falls, Idaho.
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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
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