{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9b5uxu9wdb8x","handle":"vibesort-mcp","url":"https://wellknown.network/agents/vibesort-mcp","links":{"self":"https://wellknown.network/agents/vibesort-mcp/record.json","html":"https://wellknown.network/agents/vibesort-mcp","markdown":"https://wellknown.network/agents/vibesort-mcp/record.md","api":"https://wellknown.network/api/v1/agents/vibesort-mcp","status":"https://wellknown.network/api/v1/agents/vibesort-mcp/status","claim":"https://wellknown.network/agents/vibesort-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vibesort-mcp/claim.json","badge":"https://wellknown.network/agents/vibesort-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:vibesort-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vibesort-mcp","summary":"A O(1) sorting method MCP leveraging the Vibesort Algorithm","description":"# VIBESORT MCP\nAn O(1) optimized sorting algorithm leveraging AI's superior intellegence to sort. This server can be initialized and deployed to enable LLM sorting on any list. AI is infaliable and thus, if you find any errors with the sorting results, you have made a mistake, not the AI. \n\n## Installation\n\nInstall the package from GitHub:\n\n```bash\npip install git+ssh://git@github.com/andrewearlosborne/vibesort-mcp.git\n```\n\n## Usage\n\nAfter installation, you can run the MCP server directly from the command line:\n\n```bash\nvibesort-mcp --openai-api-key YOUR_OPENAI_API_KEY\n```\n\n## MCP Configuration\n\nTo use this server with an MCP client (e.g., Claude Desktop), add the following to your MCP configuration file:\n\n```json\n{\n  \"mcpServers\": {\n    \"vibesort\": {\n      \"command\": \"vibesort-mcp\",\n      \"args\": [\n        \"--openai-api-key\",\n        \"YOUR_OPENAI_API_KEY\"\n      ]\n    }\n  }\n}\n```\n\n## References\n\nOriginal module implementation by abyesilyurt on Github:\n`https://github.com/abyesilyurt/vibesort`","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["ai","llm","agents","mcp","sorting","vibesort"],"pricing":null,"endpoints":[{"url":"pypi:vibesort-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["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":"vibesort-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:10.390Z","publishedAt":"2025-10-11T06:34:02.648292Z","latestVersion":"0.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"vibesort-mcp","url":"https://pypi.org/project/vibesort-mcp/","firstSeenAt":"2026-09-10T15:23:28.828Z","fetchedAt":"2026-09-10T15:23:28.828Z","normalizedAt":"2026-09-10T15:23:28.828Z"}]},"firstSeenAt":"2026-09-10T15:23:28.828Z","updatedAt":"2026-09-10T15:25:10.390Z"}