Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Free Star Wars MCP server (SWAPI): people, films, planets, species, starships, vehicles. No API key.
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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.
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Works in Claude on the web, desktop and mobile:
https://swapi.build/mcpRun this in your terminal
claude mcp add --transport http star-wars https://swapi.build/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"star-wars": {
"url": "https://swapi.build/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": {
"star-wars": {
"type": "http",
"url": "https://swapi.build/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://swapi.build/mcpMenu names can differ slightly by plan and over time.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 7, 2026. The maker wrote them, not us; we show them as plain text.
sw_getGets one Star Wars entity by numeric record id and returns it as a JSON object. Take the id from the end of an entity's url field (from sw_search, sw_list or a relation URL). Ids are record ids, not episode numbers: FILMS id 1 is A New Hope (Episode IV). An unknown id returns a t
sw_listLists every entity of one Star Wars resource type as a JSON array (Episodes I-VI data). Responses are large (all 82 PEOPLE, about 38 KB); to find a single entity, prefer sw_search, then sw_get; for a compact index pass fields, e.g. ["name"] (about 5 KB).
sw_randomReturns one random Star Wars entity of the given resource type as a JSON object. Each call can return a different entity, so it is not idempotent. Useful for demos and quizzes; to fetch a specific entity use sw_search or sw_get.
sw_searchStart here. Finds Star Wars entities by name (title for FILMS) with a case-insensitive substring match: 'sky' finds Luke, Anakin and Shmi Skywalker. Returns a JSON array of full entities; an empty array [] means no match; pass fields to shorten each entity. The id to pass to sw_g
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 swapi.build (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 479 ms (HTTP 200)
No sign-in needed
Read 4 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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 (2.15.0) reached the registry 9 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, SuperCollider
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.
Make sound with SuperCollider: synths, drums, chords, melodies and soundscapes over OSC.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
A free, open-source Star Wars API serving data about People, Films, Planets, Species, Starships, and Vehicles. Built with Quarkus and GraalVM for instant startup, minimal memory footprint, and out-of-the-box performance.
Inspired by the original SWAPI (created by Paul Hallett, maintained by Juriy Bura), this project was born out of the need for a Star Wars API built to stay up for live demos. If you've ever had a live demo break because a third-party API went down, you know why this exists.
Prerequisites: Java 25 and Maven (or use the included Maven Wrapper).
cd swapi-app
./mvnw quarkus:dev
The API and frontend will be available at http://localhost:5432.
Base path: /api
| Resource | List All | By ID | Random | Search |
|---|---|---|---|---|
| People | GET /api/people | GET /api/people/:id | GET /api/people/random | GET /api/people?search=name |
| Films | GET /api/films | GET /api/films/:id | GET /api/films/random | GET /api/films?search=title |
| Planets | GET /api/planets | GET /api/planets/:id | GET /api/planets/random | GET /api/planets?search=name |
| Species | GET /api/species | GET /api/species/:id | GET /api/species/random | GET /api/species?search=name |
| Starships | GET /api/starships | GET /api/starships/:id | GET /api/starships/random | GET /api/starships?search=name |
| Vehicles | GET /api/vehicles | GET /api/vehicles/:id | GET /api/vehicles/random | GET /api/vehicles?search=name |
Ids are the record ids from each entity's url field (for films, 1 = A New Hope). Successful responses return 200; unknown or non-numeric ids return 404.
GET /api/stats returns anonymous request counts per route (for example /api/people/{id} or /mcp) and per group (REST API, MCP, pages, SEO, other) for the last 24 hours (?period=24h, per hour), 7 days (default, per day; &granularity=hour for hourly) or 30 days (?period=30d, per day), each with the window before it for comparison, plus server response times per route and per group under performance (requests, mean, min, max, standard deviation and approximate p50/p95/p99 in milliseconds, network excluded). They are counted with no IP address or client details. The /stats page shows the same numbers with filters, a trend chart, a ranking and a Performance section.
All responses are JSON. Example:
curl http://localhost:5432/api/people/1
The full API contract is served at /openapi.json (OpenAPI 3.x, generated from the code — always in sync). The documentation page renders from it, including a "try it" for every endpoint. Generate a client with, e.g.:
npx @openapitools/openapi-generator-cli generate -i https://swapi.build/openapi.json -g typescript-fetch
swapi.build is also a remote MCP server over Streamable HTTP. Any Streamable HTTP client works: the stateless 2026-07-28 revision sends self-contained requests, and earlier revisions negotiate a session through initialize — both are served on the same endpoint. The legacy HTTP+SSE transport (2024-11-05) is not supported. First-party, read-only, no authentication:
https://swapi.build/mcp
Full setup guides: [swapi.build/docs/mcp](https://swapi.build/docs/mcp)
| Tool | Arguments | Returns |
|---|---|---|
sw_list | resource, optional fields | All entities of a resource |
sw_get | resource, id, optional expand | One entity by id |
sw_random | resource | A random entity |
sw_search | resource, query, optional fields | Name/title substring match |
resource is one of PEOPLE, FILMS, PLANETS, SPECIES, STARSHIPS, VEHICLES. Ids are the record ids from each entity's url field (for FILMS, 1 = A New Hope). expand names relations to embed in the same call (["homeworld", "species"], or ["*"]); fields projects each entity (["name"] gives a compact index; url always stays).
Since 2.13.0 the records are also MCP resources: swapi://people (an index) and swapi://people/1 (the sw_get text), for the six types, plus the templates swapi:// /{id}. The server prompt character_profile takes a character name.
Caching: Quarkiverse MCP Server 2.0.0 emits the required ttlMs: 0 and cacheScope: "public" fields on stateless discovery and tool-list responses. Zero TTL means immediately stale; no positive freshness period is configured. Its cache hints apply to discovery, list methods and resources/read, not `tools/call`. Tool-result caching is not enabled, including for sw_random. REST/edge caching is a separate mechanism.
Claude Code
claude mcp add --transport http swapi-build https://swapi.build/mcp
Or share via .mcp.json at the repo root:
{
"mcpServers": { "swapi-build": { "type": "http", "url": "https://swapi.build/mcp" } } }
Verify: claude mcp list → swapi-build ✔ Connected.
Claude Desktop & claude.ai
Settings → Connectors → Add custom connector → name swapi-build, URL https://swapi.build/mcp. No authentication needed. Verify in any chat via the + menu → Connectors.
OpenAI Codex
codex mcp add swapi-build --url https://swapi.build/mcp
Or in ~/.codex/config.toml (shared by CLI, IDE extension and ChatGPT desktop):
[mcp_servers.swapi-build]
url = "https://swapi.build/mcp"
Verify: codex mcp list.
GitHub Copilot (VS Code)
.vscode/mcp.json (top-level key is servers):
{
"servers": { "swapi-build": { "type": "http", "url": "https://swapi.build/mcp" } } }
Or Command Palette → MCP: Add Server. Verify via the Configure Tools button in Copilot Chat. On Business/Enterprise, the "MCP servers in Copilot" org policy must be enabled.
IBM Bob
~/.bob/settings/mcp_settings.json (global) or .bob/mcp.json (project):
{
"mcpServers": { "swapi-build": { "type": "streamable-http", "url": "https://swapi.build/mcp", "disabled": false } } }
Or Bob panel → MCP tab → Edit Global MCP. Bob detects the tools automatically.
The server scales to zero when idle — if the very first connection attempt fails, retry once
(the native binary starts in tens of milliseconds; the platform may take a bit longer to
provision the container; subsequent calls are fast, whether your client is stateless or
session-based).
The website exposes sw_list, sw_get, sw_search and sw_random through WebMCP. Names and required arguments match the remote MCP tools, including uppercase resource names; the optional expand and fields arguments exist only on the remote server. Each browser tool updates the visible explorer and returns complete records in a JSON result with ok, data, resource and path. The browser result envelope differs from the remote MCP transport.
Use a compatible browser with WebMCP enabled and the document.modelContext API. The setup and demonstration guide explains the inspector, example calls and cancellation behavior. When the API is unavailable, the site works normally. No model API key or AI runtime is embedded in the site. The JavaScript is bundled by Quinoa and runs in the browser, including when served by the Quarkus native executable.
examples/java/langchain4j-mcp-client — ask questions in natural language; the tools come from the MCP server above, so the example defines none.examples/java/quarkus-rest-client — call the REST API from Java with a typed client.swapi-app/
src/main/ java/com/eldermoraes/ # Backend (Quarkus + Jakarta REST) film/ # Film model, service, resource people/ # People model, service, resource planet/ # Planet model, service, resource specie/ # Specie model, service, resource starship/ # Starship model, service, resource vehicle/ # Vehicle model, service, resource mcp/ # MCP server tools (sw_list, sw_get, sw_random, sw_search) SWObject.java # Base model class SWService.java # Service interface ApiResource.java # Root /api endpoint ApplicationPath.java # Jakarta REST base path (/api) resources/ data/ # Static JSON data files application.properties # Quarkus configuration webui/ # Frontend (TypeScript + Vite) src/ api.ts # API client with request management main.ts # SPA router pages/ # Page renderers (home, resource, docs, mcp, about, privacy, terms) json-highlight.ts # JSON syntax highlighting for result panels style.css # Site styles types.ts # TypeScript interfaces for API resources constants.ts # Shared resource metadata utils.ts # Shared utilities (escapeHtml) src/test/ java/com/eldermoraes/ # Regression suite (REST contracts, MCP tools, forwarded headers)
Each backend domain (film, people, planet, etc.) follows the same pattern:
Film.java): POJO with @RegisterForReflection for native image supportFilmService.java): loads data from JSON at startup, caches in memoryFilmResource.java): Jakarta REST controller with @RunOnVirtualThreadcd swapi-app
./mvnw quarkus:dev
./mvnw package java -jar target/quarkus-app/quarkus-run.jar
./mvnw package -Dnative ./mvnw package -Dnative -Dquarkus.native.container-build=true
The frontend is automatically built and bundled by Quinoa during the Maven build. No separate npm step is needed.
The app runs as a native (GraalVM/Mandrel) executable on a self-hosted server on Oracle Cloud, managed by systemd behind Caddy (TLS via Let's Encrypt). DNS is managed on Cloudflare (DNS-only records pointing to the server). Publishing a GitHub Release runs .github/workflows/native-binary.yml: test suite, native build attached to the Release, a manual approval, then the install on the server over SSH and the production probes. The runbook is docs/DEPLOY.md.
Pull requests are always welcome. Whether it's fixing a bug, improving the docs, or adding new features, jump in and help make the best Star Wars API in the galaxy even better.
Only the beginning is shown; read the rest in the repo