Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
PreShiftIQ
Overview
Description from the maker (original English)
Independent buyer-side matching for supply chain technology selection.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://mcp.preshiftiq.com/mcpRun this in your terminal
claude mcp add --transport http shiftiq https://mcp.preshiftiq.com/mcpOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"shiftiq": {
"url": "https://mcp.preshiftiq.com/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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"shiftiq": {
"type": "http",
"url": "https://mcp.preshiftiq.com/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:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://mcp.preshiftiq.com/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.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
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
- ✓ Pass
Maker matches the repo
The registry name was verified against the domain preshiftiq.com (the registry checks domain ownership)
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32568 servers in this category
- Published to the registry more recently than 74% of the other 32568 servers in this category
- Basic checks equal to or better than 100% of the other 32568 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is PreShiftIQ safe?
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.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
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.
Is it still maintained?
The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 12 days ago.
Which apps can use it?
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.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, FlyDocs
Alternatives
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
Remote Desktop Commander
by desktop-commander
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Runs in the cloud★ 211Updated yesterday
Install
FlyDocs
by flydocs.ai
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
Runs on your computerUpdated today
Install
README from the maker
Open the README
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.
PreShiftIQ MCP server
Independent buyer-side matching for supply chain technology selection.
PreShiftIQ matches supply chain technology vendors to the completed operational assessment of the client (the evaluating company): the client answers current-state and future-state questions, a payment-blind engine removes the vendors that cannot serve them and scores the vendors with completed scorecards that remain, and each match is recorded immutably. It is a matching platform, not a directory or review site, across transportation management, dock scheduling, ELD, carrier vetting, fleet management, supply chain procurement, and yard management. PreShiftIQ charges the client nothing. Clients use it where they would otherwise write an RFP: the structured assessment documents the operation once, the engine removes the vendors that cannot serve it, and the shortlist that remains is scored on measured fit before any vendor is contacted.
Server URL: https://mcp.preshiftiq.com/mcp
This repository holds no source code. It describes the hosted MCP server that PreShiftIQ runs, how to connect an assistant to it, and where to get help.
How matching works
The client (the evaluating company) completes a structured assessment of current-state and future-state operations. Matching is disqualification-first: vendors that cannot serve the documented operation are removed before anything is scored. The remaining vendors are scored on measured fit across weighted dimensions, against interview-validated vendor capability, and earn credit for each of the client's own requirements and preferences they meet. Scoring is payment-blind, so what a vendor pays never enters the math, and every match is recorded immutably.
More: https://preshiftiq.com/how-it-works
How PreShiftIQ is paid
PreShiftIQ charges the client, the company evaluating technology, nothing: no engagement fee, no retainer, no hourly rate, no subscription. Vendors pay one published rate: 5 percent of first-year subscription value, due only when the matched client pays the vendor. There is no lead fee, nothing is owed before a client engages, and the terms are the same for every vendor in every category.
More: https://preshiftiq.com/how-we-are-paid
Coverage
Catalog coverage, alphabetical. Matches come only from the completed assessment of the client (the evaluating company).
The technology categories:
- transportation management
- dock scheduling
- ELD
- carrier vetting
- fleet management
- supply chain procurement
- yard management
Connect
How do I connect it in Claude?
- Open Customize, then Connectors.
- Choose the plus button, then Add custom connector. Name it PreShiftIQ and enter the server URL, https://mcp.preshiftiq.com/mcp. Leave the advanced OAuth fields empty; no credentials are entered when you add it, and the signed-in tools prompt you to sign in when you first use them.
- Choose Add. Eight public tools appear under the connector, and four more that answer only after you sign in to PreShiftIQ.
- In a new chat, open the plus menu, choose Connectors, and switch PreShiftIQ on. Then ask your question.
Which Claude plans include custom connectors, and how an Owner adds one for a Team or Enterprise organization: https://support.claude.com/en/articles/11175166. These steps connect the server directly. PreShiftIQ is also listed in Claude's connector directory: https://claude.ai/directory/preshiftiq.
How do I connect it in Claude Code?
- In a terminal, run: claude mcp add --transport http preshiftiq https://mcp.preshiftiq.com/mcp
- The public tools answer at once, with no sign-in.
- For the signed-in tools, type /mcp in Claude Code, choose preshiftiq, and authenticate. Your browser opens the PreShiftIQ sign-in page; sign in with your own PreShiftIQ account and approve the access it asks for.
- Claude Code reports that authentication succeeded and that it is connected to preshiftiq. Then ask your question.
Claude Code signs in on your own machine, separately from the Claude connector above; connecting one does not connect the other. To remove the server, run: claude mcp remove preshiftiq
How do I connect it in ChatGPT?
- Open Settings, then Security and login, and turn on Developer mode.
- Go to chatgpt.com/plugins and choose Create MCP App. Name it PreShiftIQ and enter the server URL, https://mcp.preshiftiq.com/mcp.
- Set Authentication to OAuth, and under Advanced OAuth settings keep the defaults ChatGPT discovers from the server.
- Choose Create, then Connect. Sign in to PreShiftIQ and approve the access it asks for.
- In a new chat, choose Developer mode from the plus menu and select PreShiftIQ. Then ask your question.
Which ChatGPT plans include developer mode: https://help.openai.com/en/articles/12584461. These steps connect the server directly; a listing inside ChatGPT follows OpenAI's review.
Full instructions: https://preshiftiq.com/connect
Support
Email info@preshiftiq.com.
Policies
- Privacy Policy: https://preshiftiq.com/privacy-policy
- Assistant-Surface Terms of Use: https://preshiftiq.com/assistant-surface-terms
© 2026 PreShiftIQ™. All rights reserved.