Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
WorkorAI talent marketplace MCP: candidate job search and employer hiring with explainable matching
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://workorai.com/mcpRun this in your terminal
claude mcp add --transport http workorai https://workorai.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"workorai": {
"url": "https://workorai.com/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": {
"workorai": {
"type": "http",
"url": "https://workorai.com/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://workorai.com/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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 7, 2026
The registry name was verified with the GitHub account work0r-ai, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 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 (0.4.3) reached the registry 4 months ago.
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: Context7, Codebase Memory, Exa
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
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
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.
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:
npx @workorai/agent-kit install
Install for one client:
npx @workorai/agent-kit install --agent codex
npx @workorai/agent-kit install --agent claude npx @workorai/agent-kit install --agent opencode npx @workorai/agent-kit install --agent cursor npx @workorai/agent-kit install --agent openclaw npx @workorai/agent-kit install --agent qwen npx @workorai/agent-kit install --agent antigravity npx @workorai/agent-kit install --agent deepcode
Use a local development MCP endpoint:
npx @workorai/agent-kit install --endpoint http://127.0.0.1:3001/mcp
For isolated installer tests, set WORKORAI_AGENT_HOME to a temporary directory:
WORKORAI_AGENT_HOME=/tmp/workorai-agent-home npx @workorai/agent-kit install
After install, restart the agent client and ask:
find me a job
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.
npx @workorai/agent-kit --help
npx @workorai/agent-kit install --dry-run npx @workorai/agent-kit configure --agent all npx @workorai/agent-kit print-config --agent codex npx @workorai/agent-kit doctor --agent all npx @workorai/agent-kit credential get
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:
npx @workorai/agent-kit credential save # candidate (default)
npx @workorai/agent-kit credential save --role=employer
Use best-effort storage for headless agent sessions:
npx @workorai/agent-kit credential save --best-effort --role=candidate
npx @workorai/agent-kit credential save --best-effort --role=employer
Use the shared file fallback only after explicit user consent:
npx @workorai/agent-kit credential save --shared-file --role=<role>
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 validate
npm run smoke npm pack --dry-run
npm run smoke installs into a temporary directory only and does not touch user agent config.
CHANGELOG.md.npm pack --dry-run.npm publish --access public
registry/submission-checklist.md.MIT. See LICENSE.