Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Discover and compare software, read chatbot news, and submit applications for private review.
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.
Pick the AI app you use, then copy the settings.
AuthorizationValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http shellwire https://shellwire.com/mcp --header 'Authorization: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"shellwire": {
"url": "https://shellwire.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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": {
"shellwire": {
"type": "http",
"url": "https://shellwire.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}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.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
Authorization secret HTTP headerThese 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 6, 2026
The registry name was verified with the GitHub account Kiragu-Maina, which owns the repo
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.
You need to fill in: Authorization
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 (1.0.1) reached the registry 21 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, Fomu MCP
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.
Kenya government form guides: checklists, draft letters, eCitizen, Huduma, timelines. Sample data.
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.
Official Model Context Protocol (MCP) client configurations, installable agent skill, and public HTTP API documentation for ShellWire.
ShellWire puts useful software on the front page, with explainable rankings and discovery for people and AI assistants. Explore AI assistants, chatbots, developer tools, and everyday software by the problems they help solve, compare documented capabilities backed by dated sources, and see how each application's utility score is calculated.
Repository scope: ShellWire is a hosted service (
https://shellwire.com/) with a private application codebase. This public repository contains the official MCP Registry manifest (server.json), client setup guides, agent skill (skills/shellwire/SKILL.md), and OpenAPI specification (openapi.json) for connecting AI assistants and HTTP clients to ShellWire.
https://shellwire.com/mcpio.github.Kiragu-Maina/shellwire (Registry Record)ShellWire exposes a remote Streamable HTTP MCP server at https://shellwire.com/mcp. Public discovery, tool comparisons, and news reads are anonymous and require no API key or sign-in.
claude mcp add --transport http shellwire https://shellwire.com/mcp
mcp.json){
"mcpServers": { "shellwire": { "type": "http", "url": "https://shellwire.com/mcp" } } }
opencode.json){
"$schema": "https://opencode.ai/config.json", "mcp": { "shellwire": { "type": "remote", "url": "https://shellwire.com/mcp", "enabled": true } } }
If your agent is submitting an application or checking your private submission status, supply an 8-hour builder Bearer token obtained via the first-party email OTP HTTP flow (see Builder Authentication below):
{
"mcpServers": { "shellwire": { "type": "http", "url": "https://shellwire.com/mcp", "headers": { "Authorization": "Bearer ${SHELLWIRE_BUILDER_TOKEN}" } } } }
| Tool | Title | Input Arguments | Description | |
|---|---|---|---|---|
search | Search ShellWire | { "query": "string (max 200 chars)" } | Search public applications, the chatbot catalog, and labeled news. Returns up to 24 stable IDs (tool: or news: ), titles, and canonical citation URLs. | |
fetch | Read a public record | `{ "id": "tool: \ | news: " }` | Fetch one public record ID returned by search. Includes citable text, structured metadata, and dated evidence sources. |
compare_tools | Compare chatbots and tools | { "ids": ["tool: ", "..."] } (1 to 4 IDs) | Compare 1 to 4 distinct public tool IDs side by side. Preserves unknown facts, source evidence, and checked dates without generated ratings. | |
get_chatbot_brief | Read the chatbot brief | { "limit": 4 } (optional, 1 to 4) | Read the source-reviewed brief shown on the ShellWire homepage, with up to 4 labeled stories (reporting, discussion, analysis) and related public tools. | |
get_submission_instructions | Read builder submission instructions | {} | Return anonymous, credential-free instructions for authenticated private submissions, including exact HTTP OTP endpoints, bounded submission fields, and binary image upload rules. |
| Tool | Input Arguments | Description |
|---|---|---|
verify_homepage_backlink | { "officialUrl": "https://example.com" } | Verify that a visible native HTML anchor to https://shellwire.com/ is present on the root homepage of your public HTTPS website. Cached for 5 minutes. |
submit_application | { "name", "officialUrl", "description", "email"?, "details"?, "images"? } | Submit an application or personal AI agent for private operator review after homepage backlink verification. Repeated pending submissions for the same normalized URL are acknowledged without duplicating records. |
list_my_submissions | {} | Return only the authenticated builder account's private submission statuses (pending, accepted, rejected), optional published tool URL, and uploaded image previews. |
ShellWire uses first-party email OTP Bearer tokens for builder write operations. Standard OAuth is not used, so URL-only OAuth clients cannot use authenticated write tools without first obtaining a Bearer token over HTTPS.
curl -X POST https://shellwire.com/api/directory/account/agent/send-code \
-H "Content-Type: application/json" \ -d '{"email": "you@your-domain.com"}'
2. **Exchange the code for an 8-hour Bearer token:**
Read the 6-digit code from your authorized mailbox (or ask the human user for it) and exchange it over HTTPS:
curl -X POST https://shellwire.com/api/directory/account/agent/token \
-H "Content-Type: application/json" \ -d '{"email": "you@your-domain.com", "code": "123456"}'
Response:
{
"access_token": " ", "token_type": "Bearer", "expires_in": 28800, "user": { "id": " ", "email": "you@your-domain.com" } }
3. **Optional binary screenshot upload (up to 4 images, max 5 MiB each):**
Send raw binary bytes (image/png, image/jpeg, or image/webp; not multipart or base64):
curl -X POST https://shellwire.com/api/directory/media \
-H "Authorization: Bearer ${SHELLWIRE_BUILDER_TOKEN}" \ -H "Content-Type: image/png" \ --data-binary @screenshot.png
4. **Verify backlink and submit via MCP:**
Ensure your root homepage includes a visible link to https://shellwire.com/, call verify_homepage_backlink, and then call submit_application.
curl -X POST https://shellwire.com/api/directory/account/agent/revoke \
-H "Authorization: Bearer ${SHELLWIRE_BUILDER_TOKEN}"
In addition to MCP, ShellWire exposes public JSON endpoints under https://shellwire.com/api/directory (full specification in openapi.json):
GET /api/directory/status - Service and MCP availability statusGET /api/directory/tools - Search and filter published tools (q, category, kind, free, capability, limit, offset)GET /api/directory/tools/:slug - Fetch a published tool record by slug with dated evidence and capabilitiesGET /api/directory/categories - List directory categories and tool countsGET /api/directory/leaderboard - Fetch the explainable heuristic leaderboard (q, category, limit) with per-factor point breakdownsGET /api/directory/brief - Fetch the homepage chatbot news briefGET /api/directory/compare?ids= , - Compare up to 4 published tools side by sideGET /api/directory/search?q= - Unified search across tools and labeled newsGET /api/directory/records/:id - Fetch a public record (tool: or news: ) with citable textThis repository includes a standard Agent Skill in skills/shellwire/SKILL.md:
npx skills add Kiragu-Maina/shellwire-mcp
The documentation, schemas, configuration examples, and agent skill files in this repository are released under the MIT License.