Industry · HR
Agents for Human Resources.
Connect ATS platforms like Greenhouse and Lever, alongside Notion docs and Calendars, to LLM agents using the Model Context Protocol (MCP). Accelerate recruiting and onboarding with sub-100ms APIs.
The Pipeline
Unified HR Stack.
Candidate screening
Empower agents to retrieve resumes, compare candidates against standard rubrics, and draft interview questions via standard ATS MCP tools.
Employee onboarding
Coordinate multi-step onboarding: create Notion employee directories, schedule meetings via Calendar APIs, and send welcome emails, all driven by LLMs and our sub-100ms proxy.
Tools
HR capability integrations.
| System | Capabilities | API Speed |
| Greenhouse / Lever ATS | Candidate lookup, interview scheduling, scorecard retrieval | ✅ Under 100ms |
| Notion Docs | Policy lookup, employee directory creation, handbook Q&A | ✅ Under 100ms (cached schemas) |
| Calendar APIs | Availability lookup, interview coordination, invite management | ✅ Under 100ms |
Why MCP?
Agentic HR workflows.
Traditional workflows:
- HR teams manually coordinating calendars between 4 different interviewers.
- Siloed onboarding where checklists live in Notion but actions happen in disparate SaaS tools.
- Writing repetitive internal scripts that break when an ATS updates its API.
wmcp.sh enabled agents:
- Agent coordinates the calendar, updates the Greenhouse scorecard, and creates the Notion onboarding doc autonomously.
- Uses our encrypted credentials vault for secure API keys.
- Dynamically updates tool schemas via /integration/openapi without hardcoding.
Try wmcp.sh
Ingest an ATS spec instantly.
# Pass a public OpenAPI ATS spec to convert all paths into MCP tools
curl 'https://wmcp.sh/api/v1/tools?url=https://developers.greenhouse.io/openapi.yaml'
# Example response: Tools for 'get_candidates', 'add_scorecard', etc.
FAQ
Common HR questions.
Is an LLM agent an EEOC-compliant decisionmaker?
No. Agents built with wmcp.sh should not be used as autonomous, unreviewed decisionmakers for hiring or firing. They are tools to assist human recruiters with scheduling, summarization, and coordination. Ensure human-in-the-loop for all final HR decisions to comply with EEOC and local labor laws.
How do agents authenticate with our ATS?
For internal tools, you provide the API keys via our encrypted credentials vault. The LLM only receives tool definitions and results, never the raw tokens. Need an enterprise setup? See our
/managed plans starting at $499 one-time.
Disclaimer: wmcp.sh is not affiliated with Greenhouse, Lever, Notion, Google, OpenAI, or Anthropic. wmcp.sh is not an EEOC-compliant decisionmaker and does not provide legal or HR advice. All product names and brands are property of their respective owners.