{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_r5jxsw2m3h5x","handle":"vox-pop","url":"https://wellknown.network/agents/vox-pop","links":{"self":"https://wellknown.network/agents/vox-pop/record.json","html":"https://wellknown.network/agents/vox-pop","markdown":"https://wellknown.network/agents/vox-pop/record.md","api":"https://wellknown.network/api/v1/agents/vox-pop","status":"https://wellknown.network/api/v1/agents/vox-pop/status","claim":"https://wellknown.network/agents/vox-pop/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vox-pop/claim.json","badge":"https://wellknown.network/agents/vox-pop/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/vox-pop/history","tools":"https://wellknown.network/api/v1/agents/vox-pop/tools"},"ard":{"identifier":"urn:air::server:vox-pop","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Vox Pop","summary":"Search 9 public discussion platforms for real opinions. Semantic routing, no API keys required.","description":"Search 9 public discussion platforms for real opinions. Semantic routing, no API keys required.","publisher":{"name":"mushfique-dgist","url":null},"homepage":"https://github.com/mushfique-dgist/vox-pop","repository":"https://github.com/mushfique-dgist/vox-pop","version":"0.2.0","license":null,"protocols":["mcp"],"tags":["4chan","context","hackernews","llm","mcp","mcp-server","model-context-protocol","public-opinion","reddit","semantic-search","sentiment","stack-exchange"],"pricing":null,"endpoints":[{"url":"pypi:vox-pop","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-09-16T14:23:12.456441Z","publishedAt":"2026-09-16T14:23:12.456441Z","registryName":"io.github.mushfique-dgist/vox-pop"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"pypi","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":0.75,"provenance":"derived"},{"slug":"finance.markets","name":"Markets & Trading","confidence":0.675,"provenance":"derived"}],"categories":["data","finance"],"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":"vox-pop","registry":"pypi","observedAt":"2026-09-17T05:25:56.223Z","publishedAt":"2026-09-16T14:43:46.309844Z","latestVersion":"0.2.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.mushfique-dgist/vox-pop","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.mushfique-dgist%2Fvox-pop","firstSeenAt":"2026-09-17T05:25:03.088Z","fetchedAt":"2026-11-03T02:18:54.107Z","normalizedAt":"2026-11-03T02:18:54.107Z"},{"source":"pypi","key":"vox-pop","url":"https://pypi.org/project/vox-pop/","firstSeenAt":"2026-09-17T05:25:54.846Z","fetchedAt":"2026-11-01T17:23:39.323Z","normalizedAt":"2026-11-01T17:23:39.323Z"}]},"firstSeenAt":"2026-09-17T05:25:03.088Z","updatedAt":"2026-09-17T05:25:56.223Z"}