WorkorAI talent marketplace MCP: candidate job search and employer hiring with explainable matching
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
WorkorAI Agent Kit packages the workorai Agent Skill and a zero-dependency installer for WorkorAI MCP talent marketplace workflows.
It supports both sides of the marketplace through one skill:
найди мне работу, find me a job, or help me get hired; the skill guides them through onboarding, MCP key setup, and the candidate match tools.найди кандидатов, hire developers, post a job, or review applicants; the skill walks through the 19-tool employer MCP surface (job lifecycle, candidate discovery, invitations, applicants review).Both roles share one skill name (workorai) and one credential helper, with role-aware storage slots so a dual-role user can keep both keys.
Install the skill and write MCP config for supported local agents:
Install for one client:
Use a local development MCP endpoint:
For isolated installer tests, set WORKORAI_AGENT_HOME to a temporary directory:
After install, restart the agent client and ask:
skills/workorai/SKILL.md - canonical Agent Skill (thin role router).skills/workorai/agents/openai.yaml - Codex/OpenAI-style UI metadata.skills/workorai/references/
candidate-catalog.md - candidate tool mini-schemascandidate-recipes.md - candidate calling-order recipes (incl. the Agent Pick result presentation)candidate-troubleshooting.md - candidate-side error scenariosemployer-catalog.md - 19 employer tool mini-schemasemployer-recipes.md - hire / review / lifecycle recipesemployer-troubleshooting.md - employer-side error scenariosauth-flow.md - candidate and employer onboarding + saved-key flowtroubleshooting.md - cross-role MCP transport / saved-key issuesskills/workorai/scripts/credential-store.mjs - role-aware consent-based local MCP key storage.bin/workorai-agent.mjs - installer, MCP config writer, diagnostics, and credential command wrapper.| Agent target | Skill location | MCP config |
|---|---|---|
codex | ~/.codex/skills/workorai | ~/.codex/config.toml |
claude | ~/.claude/skills/workorai | ~/.claude.json |
opencode | ~/.config/opencode/skills/workorai | ~/.config/opencode/config.json |
cursor | ~/.cursor/skills/workorai | Use WorkorAI MCP config supported by your Cursor setup |
openclaw | ~/.agents/skills/workorai | ~/.agents/mcp.json |
qwen | ~/.qwen/skills/workorai | Configure MCP according to your Qwen Code setup |
antigravity | ~/.gemini/antigravity/skills/workorai | Configure MCP according to your Antigravity setup |
deepcode | ~/.agents/skills/workorai | ~/.agents/mcp.json |
generic | ~/.agents/skills/workorai | ~/.agents/mcp.json |
The default install command installs a canonical copy at ~/.agents/skills/workorai and links or copies compatible client locations.
The skill reads WorkorAI MCP keys role-aware. Default --role is candidate; pass --role=employer for the employer slot.
Candidate read order:
WORKORAI_MCP_API_KEYcandidate)~/.config/workorai/mcp-tokenEmployer read order:
WORKORAI_EMPLOYER_MCP_API_KEYemployer)~/.config/workorai/mcp-token-employerSave with OS storage by default:
Use best-effort storage for headless agent sessions:
Use the shared file fallback only after explicit user consent:
Never put real WorkorAI MCP keys in repositories, screenshots, issue text, or MCP config. Redact keys as wai_[REDACTED].
This repository is structured for direct ingestion by major skill surfaces:
@workorai/agent-kit CLI package for one-command install.skills/workorai plus agents/openai.yaml.SKILL.md folder installable into .claude/skills/ or ~/.claude/skills/.SKILL.md folder installable into .opencode/skills/, ~/.config/opencode/skills/, or Claude-compatible locations.SKILL.md folder installable into .cursor/skills/ or ~/.cursor/skills/.SKILL.md folder installable into .qwen/skills/ or ~/.qwen/skills/.SKILL.md folder installable into ~/.gemini/antigravity/skills/.SKILL.md folder installable into .deepcode/skills/ or the shared ~/.agents/skills/.skills/ folder with at least one skill directory.SKILL.md folder plus generic MCP config notes in registry/.Submission notes live in registry/submission-checklist.md.
When personalized MCP access is not available, the skill guides the user through:
candidate.search_jobs use.When the user asks to hire, post jobs, or review candidates, the skill guides them through:
employer.* tool use.--role=employer for future hiring searches.The 19 employer tools cover the full hire-to-review lifecycle. See skills/workorai/references/employer-catalog.md for the mini-schemas and skills/workorai/references/employer-recipes.md for the four calling-order recipes (hire from a specific job, free-form hire, funnel review, pending-invites cleanup) plus the job lifecycle (create → publish → close → archive).
npm run smoke installs into a temporary directory only and does not touch user agent config.
CHANGELOG.md.npm pack --dry-run.registry/submission-checklist.md.MIT. See LICENSE.
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