{"domain":"preshiftiq.com","name":"PreShiftIQ","url":"https://inite.ai/en/atlas/preshiftiq.com","site":"https://preshiftiq.com","summary":"Matches supply chain buyers to logistics software vendors by scoring each vendor's capability against a buyer's written operational requirements.","forWhom":"Shippers, brokers, carriers and 3PLs choosing supply chain technology for their operations","useCases":["Match supply chain software to a documented set of operational requirements","Shortlist vendors by measured fit rather than reviews or sponsorship","Connect with vendors who have already reviewed the buyer's requirements"],"categories":["commerce"],"pricing":null,"priceMoves":[],"interfaces":{"readOn":"2026-10-20","apiDocs":null,"openapi":null,"mcp":[{"name":"com.preshiftiq/shiftiq-mcp","tie":"namespace","remotes":["https://mcp.preshiftiq.com/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-20","toolCount":12,"tools":["describe_platform","list_verticals","get_public_catalog","explain_matching","how_we_are_paid","start_assessment","search","fetch","my_assessment_status","my_matches","my_scorecard_status","my_clients"],"serverName":"shiftiq-mcp"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://mcp.preshiftiq.com/mcp","checkedSince":"2026-10-20","dailyChecks":2,"uptimePercent":null,"medianMs":126,"signIn":"none","tools":12,"contextTokens":1601,"definitionsGrade":"A","definitionsScore":90,"typedResults":12,"failingChecks":{"params_described":7},"warnings":{},"coverage":{"share":null,"cases":[{"useCase":"Match supply chain software to a documented set of operational requirements","verdict":"unsure"},{"useCase":"Shortlist vendors by measured fit rather than reviews or sponsorship","verdict":"unsure"},{"useCase":"Connect with vendors who have already reviewed the buyer's requirements","verdict":"unsure"}]},"adoption":{"npmWeekly":null,"pypiWeekly":null,"githubStars":null},"score":null,"advice":{"verdict":"unproven","why":["whether its tools do the product's job has not been judged yet","checked on 2 of the 7 days it takes to judge reliability"],"how":["parameters are untyped or undescribed in 7 of 12 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"com.preshiftiq/shiftiq-mcp","url":"https://mcp.preshiftiq.com/mcp","answers":"open","checkedOn":"2026-10-20","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=com.preshiftiq%2Fshiftiq-mcp","config":{"mcpServers":{"preshiftiq":{"url":"https://mcp.preshiftiq.com/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http preshiftiq https://mcp.preshiftiq.com/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=preshiftiq&config=eyJ1cmwiOiJodHRwczovL21jcC5wcmVzaGlmdGlxLmNvbS9tY3AifQ%3D%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22preshiftiq%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fmcp.preshiftiq.com%2Fmcp%22%7D","connector":{"url":"https://mcp.preshiftiq.com/mcp","note":"Add it as a custom connector in the client’s settings; the client opens the sign-in itself when the server asks for one."}}}],"openapi":null,"apiDocs":null,"llmsTxt":"https://preshiftiq.com/llms.txt","status":null,"readOn":"2026-10-20"},"trust":{"readOn":"2026-10-20","certifications":[],"training":null},"used":0,"alive":100,"traits":{"buyer":null,"deployment":"saas-only","developerFocus":false,"readAt":"2026-10-20"},"verifiedPlans":null}