Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read job postings, applicants, submissions, clients, vendors, interviews and placements in Ceipal.
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://ceipal.usefulapi.io/mcpRun this in your terminal
claude mcp add --transport http ceipal https://ceipal.usefulapi.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"ceipal": {
"url": "https://ceipal.usefulapi.io/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": {
"ceipal": {
"type": "http",
"url": "https://ceipal.usefulapi.io/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://ceipal.usefulapi.io/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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
ceipal_list_job_postingsList job postings, one page at a time. Read only. GET /v2/getJobPostingsList/. Reads are limited to 60 a minute per account token.
ceipal_list_job_requisitionsList job requisitions, one page at a time. Read only. GET /v2/getRequisitionsList/. Reads are limited to 60 a minute per account token.
ceipal_list_applicantsList applicants (candidates), one page at a time. Read only. GET /v2/getApplicantsList/. Reads are limited to 60 a minute per account token.
ceipal_list_submissionsList submissions of applicants to a job, one page at a time. Read only. GET /v2/getSubmissionsList/. Reads are limited to 60 a minute per account token.
ceipal_list_talent_benchList bench consultants, one page at a time. Read only. GET /v2/getBenchList/. Reads are limited to 60 a minute per account token.
ceipal_list_clientsList clients, one page at a time. Read only. GET /v2/getClientsList/. Reads are limited to 60 a minute per account token.
ceipal_list_client_notesList notes of a client or lead, one page at a time. Read only. GET /v2/getClientNotesList/. Reads are limited to 60 a minute per account token.
ceipal_list_client_contactsList client contacts, one page at a time. Read only. GET /v2/getClientContactsList/. Reads are limited to 60 a minute per account token.
ceipal_list_leadsList sales leads, one page at a time. Read only. GET /v2/getLeadsList/. Reads are limited to 60 a minute per account token.
ceipal_list_vendorsList vendors (staffing partners), one page at a time. Read only. GET /v2/getVendorsList/. Reads are limited to 60 a minute per account token.
ceipal_list_interviewsList interviews, one page at a time. Read only. GET /v2/getInterviewsList/. Reads are limited to 60 a minute per account token.
ceipal_list_placementsList placements, one page at a time. Read only. GET /v2/getPlacementsList/. Reads are limited to 60 a minute per account token.
ceipal_list_usersList users of the Ceipal account, one page at a time. Read only. GET /v2/getUsersList/. Reads are limited to 60 a minute per account token.
ceipal_get_job_postingGet one job posting by its encrypted id from ceipal_list_job_postings. Read only. GET /v2/getJobPostingDetails/{id}/.
ceipal_get_job_requisitionGet one job requisition by its encrypted id from ceipal_list_job_requisitions. Read only. GET /v2/getRequistionsDetails/{id}/.
ceipal_get_applicantGet one applicant with documents and custom fields by its encrypted id from ceipal_list_applicants. Read only. GET /v2/getApplicantDetails/{id}/.
ceipal_get_submissionGet one submission by its encrypted id from ceipal_list_submissions. Read only. GET /v2/getSubmissionDetails/{id}/.
ceipal_get_bench_consultantGet one bench consultant by its encrypted id from ceipal_list_talent_bench. Read only. GET /v2/getBenchDetails/{id}/.
ceipal_get_clientGet one client with contacts and accounts by its encrypted id from ceipal_list_clients. Read only. GET /v2/getClientDetails/{id}/.
ceipal_get_leadGet one sales lead with contacts by its encrypted id from ceipal_list_leads. Read only. GET /v2/getLeadsDetail/{id}/.
ceipal_get_vendorGet one vendor with contacts by its encrypted id from ceipal_list_vendors. Read only. GET /v2/getVendorDetails/{id}/.
ceipal_get_interviewGet one interview by its encrypted id from ceipal_list_interviews. Read only. GET /v2/getInterviewDetails/{id}/.
ceipal_get_placementGet one placement with pay details by its encrypted id from ceipal_list_placements. Read only. GET /v2/getPlacementDetails/{id}/.
ceipal_get_userGet one user by its encrypted id from ceipal_list_users. Read only. GET /v2/getUserDetails/{id}/.
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 against the domain usefulapi.io (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 36 ms (HTTP 200)
No sign-in needed
Read 24 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 (1.2.3) reached the registry yesterday.
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, LickityClick
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.
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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.
Use your Ceipal account from Claude, Cursor, or any MCP client. Read job postings, requisitions, applicants, submissions, bench, clients, leads, vendors, interviews and placements. Hosted, no local install: connect with your own credentials.
Live endpoint: https://ceipal.usefulapi.io/mcp · Homepage: https://usefulapi.io
https://ceipal.usefulapi.io/mcp.claude mcp add --transport http ceipal https://ceipal.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "ceipal": { "url": "https://ceipal.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Ceipal credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/ceipal/
On first connect you provide your admin email, the API password and the API key (Ceipal ATS Admin Panel → API settings). An administrator sets them. The server validates it and stores it per user. No keys go in config files.
| Tool | Type | What it does |
|---|---|---|
ceipal_list_job_postings | read | List job postings |
ceipal_list_job_requisitions | read | List job requisitions |
ceipal_list_applicants | read | List applicants |
ceipal_list_submissions | read | List submissions |
ceipal_list_talent_bench | read | List talent bench |
ceipal_list_clients | read | List clients |
ceipal_list_client_notes | read | List client notes |
ceipal_list_client_contacts | read | List client contacts |
ceipal_list_leads | read | List leads |
ceipal_list_vendors | read | List vendors |
ceipal_list_interviews | read | List interviews |
ceipal_list_placements | read | List placements |
ceipal_list_users | read | List users |
ceipal_get_job_posting | read | Get job posting |
ceipal_get_job_requisition | read | Get job requisition |
ceipal_get_applicant | read | Get applicant |
ceipal_get_submission | read | Get submission |
ceipal_get_bench_consultant | read | Get bench consultant |
ceipal_get_client | read | Get client |
ceipal_get_lead | read | Get lead |
ceipal_get_vendor | read | Get vendor |
ceipal_get_interview | read | Get interview |
ceipal_get_placement | read | Get placement |
ceipal_get_user | read | Get user |
ceipal_usage_status | meta | Usage status (free-tier meter) |
ceipal_request_feature | meta | Request a missing feature |
ceipal_upgrade | meta | Upgrade to Pro or Pro+ |
ceipal_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro (per user) | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with ceipal_upgrade (it returns a Stripe Checkout link). Cancel any time with ceipal_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running ceipal_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT — see LICENSE. Documentation only; the server is hosted.