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Built with Next.js and TypeScript, it offers consolidated tools that replace 32+ individual operations with 6 super-tools for better MCP stability, supports shapefile boundary conversion for place names, and includes specialized models for agricultural monitoring, flood risk analysis, and deforestation detection with ground truth validation data. The implementation features both HTTP SSE and STDIO transports for Claude Desktop compatibility, Redis/in-memory caching for map sessions, and production deployment on Render with automatic Earth Engine authentication, making it valuable for environmental researchers, agricultural analysts, and geospatial professionals who need AI-assisted satellite data analysis and automated earth observation workflows.","tags":["axion","google","earth","engine"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/dhenenjay/axion-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.558","qualityRationale":"deterministic score 0.56 from registry signals: · indexed on pulsemcp · has source repo · 4 github stars · registry-generated description present","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":"2026-04-26T00:21:57.990Z","embedding":null,"createdAt":"2026-04-21T19:27:44.162Z","updatedAt":"2026-04-26T00:21:57.990Z","lastSeenAt":"2026-04-26T00:21:57.990Z","tsv":"'32':97 '6':101 'agricultur':50,121,168 'ai':176 'ai-assist':175 'analysi':13,29,51,61,125,180 'analyst':169 'assess':41,81 'assist':177 'authent':161 'autom':182 'automat':158 'axion':1 'better':106 'boundari':111 'built':86 'ca':20 'cach':148 'calcul':36,76 'classif':38,78 'claud':144 'compat':146 'comprehens':72 'consolid':93 'convers':112 'crop':37,77 'data':133,179 'deforest':127 'deploy':154 'desktop':145 'detect':128 'dhenenjay':58 'earth':3,8,24,53,68,159,183 'engin':4,9,25,54,69,160 'environment':47,166 'featur':71,136 'flood':123 'generat':45,85 'geospati':12,28,60,171 'googl':2,7,23,67 'ground':130 'http':138 'imageri':16,32,64 'implement':135 'includ':117 'individu':98 'integr':5,21,70 'interact':43,83 'make':162 'map':44,84,150 'mcp':55,107 'model':119 'monitor':48,122 'name':115 'ndvi/ndwi':19,35,75 'need':174 'next.js':88 'observ':184 'offer':92 'open-source' 'oper':99 'place':114 'process':17,33,65 'product':153 'profession':172 'provid':11,27,59 'redis/in-memory':147 'render':156 'replac':96 'research':167 'risk':40,80,124 'satellit':15,31,63,178 'server':56 'session':151 'shapefil':110 'special':118 'sse':139 'stabil':108 'stdio':141 'super':103 'super-tool':102 'support':109 'tool':73,94,104 'transport':142 'transport-stdio' 'truth':131 'typescript':90 'valid':132 'valuabl':164 'wildfir':39,79 'workflow':185","prices":[{"id":"987e78ed-d956-4c8b-92d9-dcf69937d32c","listingId":"5b601840-36ff-4bc6-bf53-9928d93ea7f5","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-21T19:27:44.162Z"}],"sources":[{"listingId":"5b601840-36ff-4bc6-bf53-9928d93ea7f5","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/dhenenjay-axion-earth-engine","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-21T19:27:44.162Z","lastSeenAt":"2026-04-26T00:21:57.990Z"}],"details":{"listingId":"5b601840-36ff-4bc6-bf53-9928d93ea7f5","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"Axion (Google Earth Engine)","github_stars":4,"registry_url":"https://www.pulsemcp.com/servers/dhenenjay-axion-earth-engine","source_code_url":"https://github.com/dhenenjay/axion-mcp"},"updatedAt":"2026-04-26T00:21:57.990Z"}}