{"domain":"kulicadvisory.com","name":"KULIC Advisory","url":"https://inite.ai/en/atlas/kulicadvisory.com","site":"https://kulicadvisory.com","summary":"Advises procurement teams on where source-to-pay execution breaks, then sets out the smallest serious route to fix it.","forWhom":"Business and professional organisations fixing procurement source-to-pay execution breaks, such as invoices matched by hand.","useCases":["diagnose where a procurement execution process breaks","get a written verdict on one procurement decision","test a planned procurement move before committing to it"],"categories":["finance"],"pricing":null,"priceMoves":[],"interfaces":{"readOn":"2026-10-29","apiDocs":null,"openapi":null,"mcp":[{"name":"com.kulicadvisory/aictionbot-werkbank","tie":"namespace","registered":true,"remotes":["https://www.kulicadvisory.com/mcp"],"packages":[],"probe":{"state":"open","checkedOn":"2026-10-29","toolCount":2,"tools":["check_price_increase","list_categories"],"serverName":"aictionbot-werkbank"}}],"mcpServerCard":null,"status":null},"mcpMeasured":{"server":"https://www.kulicadvisory.com/mcp","checkedSince":"2026-10-29","dailyChecks":4,"uptimePercent":null,"medianMs":122,"signIn":"none","clientRegistration":null,"tools":2,"contextTokens":432,"definitionsGrade":"A","definitionsScore":92,"typedResults":0,"failingChecks":{"params_described":1},"warnings":{},"coverage":{"share":null,"cases":[{"useCase":"diagnose where a procurement execution process breaks","verdict":"unsure","firstTool":null,"checks":null},{"useCase":"get a written verdict on one procurement decision","verdict":"not_covered","firstTool":null,"checks":null},{"useCase":"test a planned procurement move before committing to it","verdict":"unsure","firstTool":null,"checks":null}]},"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 4 of the 7 days it takes to judge reliability"],"how":["parameters are untyped or undescribed in 1 of 2 tools: check arguments before calling"]},"method":"https://inite.ai/en/atlas/mcp/report"},"connect":{"order":["mcp","llmsTxt"],"mcp":[{"name":"com.kulicadvisory/aictionbot-werkbank","url":"https://www.kulicadvisory.com/mcp","answers":"open","checkedOn":"2026-10-29","weakTie":false,"registry":"https://registry.modelcontextprotocol.io/v0/servers?search=com.kulicadvisory%2Faictionbot-werkbank","config":{"mcpServers":{"kulicadvisory":{"url":"https://www.kulicadvisory.com/mcp"}}},"install":{"transport":"http","claudeCode":"claude mcp add --transport http kulicadvisory https://www.kulicadvisory.com/mcp","cursor":"cursor://anysphere.cursor-deeplink/mcp/install?name=kulicadvisory&config=eyJ1cmwiOiJodHRwczovL3d3dy5rdWxpY2Fkdmlzb3J5LmNvbS9tY3AifQ%3D%3D","vscode":"vscode:mcp/install?%7B%22name%22%3A%22kulicadvisory%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fwww.kulicadvisory.com%2Fmcp%22%7D","connector":{"url":"https://www.kulicadvisory.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://kulicadvisory.com/llms.txt","status":null,"readOn":"2026-10-29"},"trust":{"readOn":"2026-10-29","certifications":[],"training":null},"used":null,"alive":100,"traits":{"buyer":null,"deployment":null,"developerFocus":false,"readAt":"2026-10-29"},"verifiedPlans":null,"fromVendor":null}