{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_k3tgh7b75jxh","handle":"openrecruiter-mcp","url":"https://wellknown.network/agents/openrecruiter-mcp","links":{"self":"https://wellknown.network/agents/openrecruiter-mcp/record.json","html":"https://wellknown.network/agents/openrecruiter-mcp","markdown":"https://wellknown.network/agents/openrecruiter-mcp/record.md","api":"https://wellknown.network/api/v1/agents/openrecruiter-mcp","status":"https://wellknown.network/api/v1/agents/openrecruiter-mcp/status","claim":"https://wellknown.network/agents/openrecruiter-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/openrecruiter-mcp/claim.json","badge":"https://wellknown.network/agents/openrecruiter-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/openrecruiter-mcp/history","tools":"https://wellknown.network/api/v1/agents/openrecruiter-mcp/tools"},"ard":{"identifier":"urn:air::server:openrecruiter-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"openrecruiter-mcp","summary":"Open Recruiter as an MCP server — the SDK's recruiting tools, in any MCP client.","description":"# openrecruiter-mcp\n\nOpen Recruiter's recruiting tools, in any MCP client — Claude Desktop, Claude Code, Cursor,\nor anything else that speaks [MCP](https://modelcontextprotocol.io).\n\nTwo audiences, from one package. A recruiter asks *\"who in my pipeline fits this CUDA\nrole?\"* and their assistant ranks the candidates, reads the scores and explains the gaps. A\nconsumer app asks on a job seeker's behalf — *\"机器学习工程师, 东京\"* — and gets job cards\nback, then submits a résumé to one of them.\n\nTwo transports, too: **stdio** for a client on the same machine, **streamable HTTP** for a\nremote caller such as a chat backend. Nothing is uploaded anywhere except to the model\nprovider you have already configured.\n\n```bash\npip install openrecruiter-mcp\nopenrecruiter-mcp --help\n```\n\n## Wire it into a client\n\nAdd one entry to your client's `mcpServers` config. For Claude Desktop that file is\n`~/Library/Application Support/Claude/claude_desktop_config.json` on macOS,\n`%APPDATA%\\Claude\\claude_desktop_config.json` on Windows:\n\n```json\n{\n  \"mcpServers\": {\n    \"open-recruiter\": {\n      \"command\": \"openrecruiter-mcp\",\n      \"args\": [\"--data-dir\", \"/absolute/path/to/your/pipeline\"],\n      \"env\": {\n        \"ANTHROPIC_API_KEY\": \"sk-ant-...\",\n        \"VOYAGE_API_KEY\": \"pa-...\"\n      }\n    }\n  }\n}\n```\n\nNothing to clone and nothing to keep running — the client starts the process when it needs it.\n\nWith [uv](https://docs.astral.sh/uv/) you can skip installing altogether:\n\n```json\n{\n  \"command\": \"uvx\",\n  \"args\": [\"openrecruiter-mcp\", \"--data-dir\", \"/absolute/path/to/your/pipeline\"]\n}\n```\n\n<!-- readme-test: skip -->\n```bash\n# Not released to PyPI yet? Install the same thing straight from the repository:\nuvx --from \"git+https://github.com/miao4ai/open_recruiter.git#subdirectory=sdk/mcp\" openrecruiter-mcp\n```\n\n## Tools\n\n`--tools` picks the audience. They are separate sets because a job seeker's assistant has no\nbusiness calling `set_candidate_status`.\n\n### `--tools recruiter` (the default)\n\nWhatever the…","publisher":null,"homepage":null,"repository":null,"version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["agent","ats","claude","mcp","model-context-protocol","recruiting"],"pricing":null,"endpoints":[{"url":"pypi:openrecruiter-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"productivity.hr","name":"HR & Recruiting","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev","productivity"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"openrecruiter-mcp","registry":"pypi","observedAt":"2026-11-03T20:29:48.880Z","publishedAt":"2026-09-14T18:35:47.956594Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"openrecruiter-mcp","url":"https://pypi.org/project/openrecruiter-mcp/","firstSeenAt":"2026-09-16T07:23:34.049Z","fetchedAt":"2026-11-03T20:29:11.826Z","normalizedAt":"2026-11-03T20:29:11.826Z"}]},"firstSeenAt":"2026-09-16T07:23:34.049Z","updatedAt":"2026-11-03T20:29:48.880Z"}