{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_fywst6nns65n","handle":"jobdatapool-mcp","url":"https://wellknown.network/agents/jobdatapool-mcp","links":{"self":"https://wellknown.network/agents/jobdatapool-mcp/record.json","html":"https://wellknown.network/agents/jobdatapool-mcp","markdown":"https://wellknown.network/agents/jobdatapool-mcp/record.md","api":"https://wellknown.network/api/v1/agents/jobdatapool-mcp","status":"https://wellknown.network/api/v1/agents/jobdatapool-mcp/status","claim":"https://wellknown.network/agents/jobdatapool-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/jobdatapool-mcp/claim.json","badge":"https://wellknown.network/agents/jobdatapool-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/jobdatapool-mcp/history","tools":"https://wellknown.network/api/v1/agents/jobdatapool-mcp/tools"},"ard":{"identifier":"urn:air::server:jobdatapool-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"jobdatapool-mcp","summary":"MCP server for JobDataPool job search, source provenance, and analyst workflows","description":"# jobdatapool-mcp\n\nA local Model Context Protocol server for JobDataPool job listings, source provenance, dataset QA, company briefs, and market scans.\n\nThis Python package is a parity-oriented port of the Node JobDataPool MCP surface. It exposes the same six core tools, three resources, and three guided prompts described on the JobDataPool MCP page.\n\n## Requirements\n\n- Python 3.10+\n- An MCP-compatible client that can launch a local stdio server, such as Claude Desktop, Claude Code, Cursor, or Windsurf\n\n## Install\n\n```bash\npip install jobdatapool-mcp\n```\n\n## Run locally\n\n```bash\njobdatapool-mcp\n```\n\nThe server uses `https://jobdatapool.com` by default.\n\nFor local site testing, point it at your local JobDataPool build:\n\n```bash\nJOBDATAPOOL_BASE_URL=http://localhost:8888 jobdatapool-mcp\n```\n\nThe dataset snapshot is cached for 10 minutes by default. Override that with:\n\n```bash\nJOBDATAPOOL_CACHE_TTL_SECONDS=60 jobdatapool-mcp\n```\n\n## MCP client config\n\n### Claude Desktop / Claude Code / Cursor / Windsurf\n\nAfter installing from PyPI, use the package command directly:\n\n```json\n{\n  \"mcpServers\": {\n    \"jobdatapool\": {\n      \"command\": \"jobdatapool-mcp\",\n      \"env\": {\n        \"JOBDATAPOOL_BASE_URL\": \"https://jobdatapool.com\"\n      }\n    }\n  }\n}\n```\n\nFor a local checkout before publishing, run through Python instead:\n\n```json\n{\n  \"mcpServers\": {\n    \"jobdatapool\": {\n      \"command\": \"python\",\n      \"args\": [\"-m\", \"jobdatapool_mcp.server\"],\n      \"cwd\": \"/absolute/path/to/jobdatapool-mcp\",\n      \"env\": {\n        \"JOBDATAPOOL_BASE_URL\": \"https://jobdatapool.com\"\n      }\n    }\n  }\n}\n```\n\n## Tools\n\n### `search_jobs`\n\nSearch the current JobDataPool snapshot by keyword and filters.\n\nUseful arguments include:\n\n- `query`\n- `limit`\n- `location`\n- `country`\n- `company`\n- `industry`\n- `skill`\n- `seniority`\n- `employment_type`\n- `remote`\n- `posted_within_days`\n- `salary`\n- `sort`\n\nExample prompts:\n\n```text\nFind remote senior Python security jobs in the US.\n```\n\n```text\nSearch JobData…","publisher":{"name":"JobDataPool","url":null},"homepage":"https://jobdatapool.com/mcp/","repository":null,"version":"0.1.0","license":"MIT","protocols":["mcp"],"tags":["mcp","model-context-protocol","jobs","jobdatapool","job-search"],"pricing":null,"endpoints":[{"url":"pypi:jobdatapool-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","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"},{"slug":"code.testing","name":"Testing","confidence":0.745,"provenance":"derived"}],"categories":["code","dev"],"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":"jobdatapool-mcp","registry":"pypi","observedAt":"2026-11-09T12:23:27.607Z","publishedAt":"2026-06-17T03:15:24.543543Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"jobdatapool-mcp","url":"https://pypi.org/project/jobdatapool-mcp/","firstSeenAt":"2026-09-09T22:22:36.939Z","fetchedAt":"2026-11-09T12:21:31.139Z","normalizedAt":"2026-11-09T12:21:31.139Z"}]},"firstSeenAt":"2026-09-09T22:22:36.939Z","updatedAt":"2026-11-09T12:23:27.607Z"}