ai-screening

Screen BPO candidates and search your call center documents directly from Claude.

CommunityOnlineNo sign-inGlobalFreeCan modify data

What it can do

  • Screen Candidate: Screen a single candidate CV against a role. Returns score (0-100), decision (HIRE/INTERVIEW/HOLD/REJECT), and rationale. Free: 3/day.
  • Batch Screen: Screen multiple candidates at once, returned ranked by score. Free: 3 CVs max.
  • Extract Resume Data: Parse a CV and extract structured data: name, contact, work history, education, skills.

What data it sees

Do you need an account

No: the server works without sign-in

Screen BPO candidates and search your call center documents directly from Claude. screen_candidate returns a score (0–100), a hire decision (HIRE / INTERVIEW / HOLD / REJECT), a rationale for the hiring manager, plus the candidate's strengths, skill gaps, and improvement tips — all in one call. Works for appointment setters, CSRs, collections agents, non-voice roles, and supervisory positions.

  • 9 tools total: • screen_candidate — single CV scoring with employer + candidate view • batch_screen — rank multiple CVs at once • extract_resume_data — parse structured data from any CV • generate_interview_questions — targeted questions by role and score • generate_job_description — write a full JD for any BPO role • evaluate_candidate_fit — narrative fit analysis • ask_maya — HR and salary questions for SEA markets • search_documents — semantic search across your uploaded SOPs and scripts • search_knowledge_base — get direct answers from your document corpus

    Free: 3 calls/day per IP, no account needed. Need more? Visit aiscreeningtools.com/mcp-access — enter your email and get 3 more free calls instantly.

How to connect

How to connect ai-screening to Claude

The server address to paste into Claude settings:

https://ai-screening--aiscreeningtools.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect ai-screening to ChatGPT

The server address to paste into ChatGPT settings:

https://ai-screening--aiscreeningtools.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect ai-screening to Cursor

The server address to paste into Cursor settings:

https://ai-screening--aiscreeningtools.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (9)

Raw names from tools/list. Only developers need these.

screen_candidateScreen a single candidate CV against a role. Returns score (0-100), decision (HIRE/INTERVIEW/HOLD/REJECT), and rationale. Free: 3/day.
batch_screenScreen multiple candidates at once, returned ranked by score. Free: 3 CVs max.
extract_resume_dataParse a CV and extract structured data: name, contact, work history, education, skills.
generate_interview_questionsGenerate targeted BPO interview questions for a role. Pass candidate_score to focus on weak areas.
ask_mayaAsk Maya an HR or BPO question. Trained on call center industry data, salary benchmarks, hiring strategies.
generate_job_descriptionGenerate a professional job description for a BPO or call center role, localised for the target country.
evaluate_candidate_fitNarrative evaluation of candidate fit: strengths, weaknesses, risk factors, and hiring recommendation.
search_documentsSemantic search across uploaded company documents: SOPs, call scripts, HR policies, training manuals.
search_knowledge_baseAsk a question and get a synthesised answer from your uploaded document corpus.