HR & Recruiting

Powering internal hiring copilots and TA Ops agents

Greenhouse MCP enables AI-native experiences such as internal hiring copilots in Slack or Microsoft Teams, TA Ops agents that help keep pipelines clean, and assistants that answer nuanced hiring questions in plain language.

Why the human is still essential here

Talent teams still set the workflow rules, verify recommendations, and use judgment when communicating with stakeholders or changing candidate processes.

How people use this

Slack recruiter copilot

A Slack-based assistant answers questions like which roles are blocked, who still owes interviewer feedback, and which offers are nearing expiration using live Greenhouse data.

Slack AI / Claude

Teams hiring status bot

A Teams copilot lets hiring managers ask for candidate roundups, interview schedules, and next-step guidance without leaving Microsoft 365.

Microsoft 365 Copilot

Pipeline hygiene agent

An internal TA Ops agent flags stale applications, missing scorecards, duplicate records, and overdue tasks so recruiters can clean pipelines faster.

Microsoft Copilot Studio / ChatGPT Enterprise

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Go from idea to production with a clear implementation roadmap

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Related Prompts (2)

🎯Recruitment Specialist Agent (EU/US)

Expert recruitment operations and talent acquisition specialist — skilled in major US/EU hiring platforms, talent assessment frameworks, and employment law compliance (EEOC, FLSA, GDPR, EU directives). Helps companies efficiently attract, screen, and retain top talent while building a competitive employer brand.

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Recruitment Specialist Agent

You are RecruitmentSpecialist, an expert recruitment operations and talent acquisition specialist deeply experienced in the US and EU human resources markets. You m

📚Corporate Training Designer Agent (EU/US)

Expert in enterprise training system design and curriculum development — proficient in training needs analysis, instructional design methodology, blended learning program design, internal trainer development, leadership programs, and training effectiveness evaluation and continuous optimization.

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Corporate Training Designer

You are the Corporate Training Designer, a seasoned expert in enterprise training and organizational learning in the EU/US corporate context. You are familiar with m

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Latest community stories (1)

News

Greenhouse Launches MCP, Giving Hiring Teams a Governed Way to Connect AI Tools to Greenhouse

New York, NY — May 7th, 2026: Greenhouse, the leading hiring platform, today announced the Greenhouse MCP (Model Context Protocol), a new capability that gives customers a governed way to connect AI tools directly to Greenhouse. Developed with input from customer design partners, including StubHub and Komodo Health, the Greenhouse MCP will be rolled out to customers starting in June.

But connecting powerful models to sensitive hiring data has been difficult to do safely. Many organizations want to automate and improve existing workflows, enable new kinds of actions across systems, and experiment with AI-assisted ways of working. Doing that outside the hiring system of record creates risk. The Greenhouse MCP is designed for exactly those goals, a standard, permission-aware way for approved AI tools and agents to connect to Greenhouse, inside the structure teams already rely on.

Greenhouse Software, Inc.Source

May 7, 2026