{"id":"ee33c5d7-b1ac-4959-9f07-fea28f4111a7","shortId":"FceUjL","kind":"mcp","title":"io.github.gradion-ai/ipybox","tagline":"Unified execution environment for Python code, shell commands, and programmatic MCP tool calls","description":"Unified execution environment for Python code, shell commands, and programmatic MCP tool calls","tags":["github","gradion","ipybox"],"capabilities":["mcp","transport-stdio"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"mcp://anthropic_mcp/io.github.gradion-ai%2Fipybox","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.300","qualityRationale":"deterministic score 0.30 from registry signals: · indexed on anthropic_mcp","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-07-16T02:22:22.888Z","embedding":null,"createdAt":"2026-04-18T20:35:24.967Z","updatedAt":"2026-07-16T02:22:22.888Z","lastSeenAt":"2026-07-16T02:22:22.888Z","tsv":"'ai/ipybox':2 'call':15,28 'code':8,21 'command':10,23 'environ':5,18 'execut':4,17 'io.github.gradion':1 'mcp':13,26 'programmat':12,25 'python':7,20 'shell':9,22 'tool':14,27 'transport-stdio' 'unifi':3,16","prices":[{"id":"5d0001dd-d6e1-4357-8a39-6ee6d790dbe7","listingId":"ee33c5d7-b1ac-4959-9f07-fea28f4111a7","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-18T20:35:24.967Z"}],"sources":[{"listingId":"ee33c5d7-b1ac-4959-9f07-fea28f4111a7","source":"anthropic_mcp","sourceId":"io.github.gradion-ai/ipybox:0.9.2","sourceUrl":"https://registry.modelcontextprotocol.io/v0/servers","isPrimary":true,"firstSeenAt":"2026-04-18T20:35:24.967Z","lastSeenAt":"2026-07-16T02:22:22.888Z"}],"details":{"listingId":"ee33c5d7-b1ac-4959-9f07-fea28f4111a7","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"anthropic_mcp","version":"0.9.2","transport":"stdio","server_name":"io.github.gradion-ai/ipybox"},"updatedAt":"2026-07-16T02:22:22.888Z"}}