{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7kd64ga9uxe7","handle":"wire-band-mcp","url":"https://wellknown.network/agents/wire-band-mcp","links":{"self":"https://wellknown.network/agents/wire-band-mcp/record.json","html":"https://wellknown.network/agents/wire-band-mcp","markdown":"https://wellknown.network/agents/wire-band-mcp/record.md","api":"https://wellknown.network/api/v1/agents/wire-band-mcp","status":"https://wellknown.network/api/v1/agents/wire-band-mcp/status","claim":"https://wellknown.network/agents/wire-band-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/wire-band-mcp/claim.json","badge":"https://wellknown.network/agents/wire-band-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/wire-band-mcp/history","tools":"https://wellknown.network/api/v1/agents/wire-band-mcp/tools"},"ard":{"identifier":"urn:air::server:wire-band-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"wire-band-mcp","summary":"Wire.Band MCP server — give your AI agent anomaly detection, drift scoring and compression on any structured data. Free key provisioned on first use.","description":"# wire-band-mcp\n\nMCP (Model Context Protocol) server for Wire.Band. Give your AI agent anomaly detection, semantic\ndrift scoring and compression on any structured data it touches: logs, API responses, telemetry,\nevent streams. Works in Claude Code, Claude Desktop, or any MCP client.\n\n**No signup step.** A free API key (100,000 events/month) is provisioned automatically the first\ntime the server runs, and stored in `~/.config/wire-band/credentials.json`.\n\n## Quick start\n\n### Claude Code\n\n```bash\nclaude mcp add wire-band -- uvx wire-band-mcp\n```\n\nThen ask Claude something like *\"analyze this log file with wire-band and tell me what looks\nunusual\"*.\n\n### Claude Desktop\n\n```json\n{\n  \"mcpServers\": {\n    \"wire-band\": {\"command\": \"uvx\", \"args\": [\"wire-band-mcp\"]}\n  }\n}\n```\n\n### Set up ahead of time (optional)\n\n```bash\nuvx wire-band-mcp init     # gets your free key now and prints setup steps\n```\n\nOr get a key in the browser at [wire.band/signup](https://wire.band/signup) and pass it as\n`WIREBAND_API_KEY`.\n\n## Tools\n\n- **`analyze_data(data, topic?, domain?, format?)`**: run a payload through Wire.Band. It takes one\n  record or a JSON array of up to 1000, as JSON, YAML or XML. Returns the detected format, how much\n  the data shrank, how the records classify, any anomalies raised, and the domain's drift report.\n  Every call adds to your account's baseline, so later data gets flagged against earlier data.\n- **`get_anomaly_status(domain?, limit?)`**: recent anomaly events for your account\n- **`get_drift_score(domain?)`**: semantic drift score (KL divergence from baseline)\n- **`get_cache_stats()`**: semantic cache size, hit rate, per-domain breakdown\n\nDomains: `iot_telemetry`, `agent_logs`, `fintech`, `healthcare`, `energy`, `default`.\n\nEach API key gets its own isolated tenant. Your data, baselines and anomaly log are never shared\nwith another account.\n\n## Environment variables\n\n| Variable | Default | Description |\n|---|---|---|\n| `WIREBAND_API_KEY` | — | Use this key instead …","publisher":null,"homepage":"https://wire.band","repository":"https://github.com/maco144/wireband/issues","version":"0.2.0","license":"MIT","protocols":["mcp"],"tags":["ai-agent","iot","mcp","model-context-protocol","telemetry","wire.band"],"pricing":null,"endpoints":[{"url":"pypi:wire-band-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"infra.devices","name":"Devices & IoT","confidence":1,"provenance":"declared"}],"categories":["infra"],"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":"wire-band-mcp","registry":"pypi","observedAt":"2026-10-24T18:29:19.253Z","publishedAt":"2026-10-23T00:38:51.823405Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"wire-band-mcp","url":"https://pypi.org/project/wire-band-mcp/","firstSeenAt":"2026-09-12T08:20:40.240Z","fetchedAt":"2026-10-24T18:28:49.418Z","normalizedAt":"2026-10-24T18:28:49.418Z"}]},"firstSeenAt":"2026-09-12T08:20:40.240Z","updatedAt":"2026-10-24T18:29:19.253Z"}