{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vfk9swerfwd8","handle":"salesforce-agentforce-ckg","url":"https://wellknown.network/agents/salesforce-agentforce-ckg","links":{"self":"https://wellknown.network/agents/salesforce-agentforce-ckg/record.json","html":"https://wellknown.network/agents/salesforce-agentforce-ckg","markdown":"https://wellknown.network/agents/salesforce-agentforce-ckg/record.md","api":"https://wellknown.network/api/v1/agents/salesforce-agentforce-ckg","status":"https://wellknown.network/api/v1/agents/salesforce-agentforce-ckg/status","claim":"https://wellknown.network/agents/salesforce-agentforce-ckg/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/salesforce-agentforce-ckg/claim.json","badge":"https://wellknown.network/agents/salesforce-agentforce-ckg/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air:ckg-agentforce.onrender.com:server:salesforce-agentforce-ckg","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Salesforce AgentForce CKG","summary":"Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.","description":"Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.","publisher":{"name":"Yarmoluk","url":null},"homepage":"https://graphifymd.com","repository":"https://github.com/Yarmoluk/ckg-agentforce","version":"0.10.3","license":"MIT","protocols":["mcp"],"tags":["agentforce","ai-agents","einstein","enterprise-ai","knowledge-graph","mcp","rag-alternative","salesforce"],"pricing":null,"endpoints":[{"url":"https://ckg-agentforce.onrender.com/mcp","type":"mcp_streamable_http","auth":null,"probeable":true},{"url":"pypi:ckg-agentforce","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-07-29T17:13:08.217575Z","publishedAt":"2026-07-29T17:13:08.217575Z","registryName":"io.github.Yarmoluk/ckg-agentforce"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","license":"pypi","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"pypi","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"productivity.crm","name":"CRM & Sales","confidence":1,"provenance":"declared"},{"slug":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.936,"provenance":"derived"}],"categories":["data","knowledge","productivity"]},"observed":{"status":"unknown","statusReason":"Not checked yet.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[{"at":"2026-09-07T13:27:53.987Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":300,"error":null,"detail":{"tools":[{"name":"list_concepts","description":"List all 40 AgentForce concepts in this knowledge graph."},{"name":"search_concepts","description":"Find AgentForce concepts by keyword.\n\nArgs:\n    query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.\n"},{"name":"query_ckg","description":"Traverse the AgentForce knowledge graph from any concept.\n\nReturns prerequisites (what this concept needs) and dependents (what it enables).\nEvery relationship "},{"name":"get_prerequisites","description":"Return the full ordered prerequisite chain for an AgentForce concept.\n\nShows everything the concept depends on — the complete upstream path.\n\nArgs:\n    concept:"},{"name":"resolution_path","description":"Trace the exact path that determines an AgentForce autonomous resolution event.\n\nThis is the $2/resolution billing path — what the agent must traverse correctly"},{"name":"route_query","description":"Route an AgentForce question to the optimal model and reasoning approach via graph depth.\n\nThe CKG graph IS the router. AgentForce dependency chains (e.g. Einst"},{"name":"verify_source","description":"Return the source URL and content hash for an AgentForce concept node.\n\nAudit chain:\n    edge answer → graph commit → source_hash → source_url (fetch hint)\n\nVer"},{"name":"export_benchmark_receipt","description":"Generate a signed BoundaryAttest receipt for the agentforce CKG benchmark result.\n\nProduces a `ckg.benchmark_result.exported` claim signed with this server's Ed"},{"name":"evaluate_trust_chain","description":"Return a machine-readable JSON trust chain + ROI analysis + payment recommendation.\n\nDesigned for autonomous agent consumption. The agent reads the JSON, evalua"},{"name":"query_intersect","description":"Answer a conjunctive query: concepts reachable from EVERY anchor at once (A AND B).\n\nquery_ckg walks outward from one concept. This intersects the reachable set"}],"toolCount":10,"serverName":"ckg-agentforce","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.0","protocolVersion":"2025-06-18"}},{"at":"2026-09-07T06:22:43.622Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":125,"error":null,"detail":{"tools":[{"name":"list_concepts","description":"List all 40 AgentForce concepts in this knowledge graph."},{"name":"search_concepts","description":"Find AgentForce concepts by keyword.\n\nArgs:\n    query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.\n"},{"name":"query_ckg","description":"Traverse the AgentForce knowledge graph from any concept.\n\nReturns prerequisites (what this concept needs) and dependents (what it enables).\nEvery relationship "},{"name":"get_prerequisites","description":"Return the full ordered prerequisite chain for an AgentForce concept.\n\nShows everything the concept depends on — the complete upstream path.\n\nArgs:\n    concept:"},{"name":"resolution_path","description":"Trace the exact path that determines an AgentForce autonomous resolution event.\n\nThis is the $2/resolution billing path — what the agent must traverse correctly"},{"name":"route_query","description":"Route an AgentForce question to the optimal model and reasoning approach via graph depth.\n\nThe CKG graph IS the router. AgentForce dependency chains (e.g. Einst"},{"name":"verify_source","description":"Return the source URL and content hash for an AgentForce concept node.\n\nAudit chain:\n    edge answer → graph commit → source_hash → source_url (fetch hint)\n\nVer"},{"name":"export_benchmark_receipt","description":"Generate a signed BoundaryAttest receipt for the agentforce CKG benchmark result.\n\nProduces a `ckg.benchmark_result.exported` claim signed with this server's Ed"},{"name":"evaluate_trust_chain","description":"Return a machine-readable JSON trust chain + ROI analysis + payment recommendation.\n\nDesigned for autonomous agent consumption. The agent reads the JSON, evalua"},{"name":"query_intersect","description":"Answer a conjunctive query: concepts reachable from EVERY anchor at once (A AND B).\n\nquery_ckg walks outward from one concept. This intersects the reachable set"}],"toolCount":10,"serverName":"ckg-agentforce","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.0","protocolVersion":"2025-06-18"}},{"at":"2026-09-06T23:22:18.357Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":315,"error":null,"detail":{"tools":[{"name":"list_concepts","description":"List all 40 AgentForce concepts in this knowledge graph."},{"name":"search_concepts","description":"Find AgentForce concepts by keyword.\n\nArgs:\n    query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.\n"},{"name":"query_ckg","description":"Traverse the AgentForce knowledge graph from any concept.\n\nReturns prerequisites (what this concept needs) and dependents (what it enables).\nEvery relationship "},{"name":"get_prerequisites","description":"Return the full ordered prerequisite chain for an AgentForce concept.\n\nShows everything the concept depends on — the complete upstream path.\n\nArgs:\n    concept:"},{"name":"resolution_path","description":"Trace the exact path that determines an AgentForce autonomous resolution event.\n\nThis is the $2/resolution billing path — what the agent must traverse correctly"},{"name":"route_query","description":"Route an AgentForce question to the optimal model and reasoning approach via graph depth.\n\nThe CKG graph IS the router. AgentForce dependency chains (e.g. Einst"},{"name":"verify_source","description":"Return the source URL and content hash for an AgentForce concept node.\n\nAudit chain:\n    edge answer → graph commit → source_hash → source_url (fetch hint)\n\nVer"},{"name":"export_benchmark_receipt","description":"Generate a signed BoundaryAttest receipt for the agentforce CKG benchmark result.\n\nProduces a `ckg.benchmark_result.exported` claim signed with this server's Ed"},{"name":"evaluate_trust_chain","description":"Return a machine-readable JSON trust chain + ROI analysis + payment recommendation.\n\nDesigned for autonomous agent consumption. The agent reads the JSON, evalua"},{"name":"query_intersect","description":"Answer a conjunctive query: concepts reachable from EVERY anchor at once (A AND B).\n\nquery_ckg walks outward from one concept. This intersects the reachable set"}],"toolCount":10,"serverName":"ckg-agentforce","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.0","protocolVersion":"2025-06-18"}},{"at":"2026-09-06T17:27:56.106Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":173,"error":null,"detail":{"tools":[{"name":"list_concepts","description":"List all 40 AgentForce concepts in this knowledge graph."},{"name":"search_concepts","description":"Find AgentForce concepts by keyword.\n\nArgs:\n    query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.\n"},{"name":"query_ckg","description":"Traverse the AgentForce knowledge graph from any concept.\n\nReturns prerequisites (what this concept needs) and dependents (what it enables).\nEvery relationship "},{"name":"get_prerequisites","description":"Return the full ordered prerequisite chain for an AgentForce concept.\n\nShows everything the concept depends on — the complete upstream path.\n\nArgs:\n    concept:"},{"name":"resolution_path","description":"Trace the exact path that determines an AgentForce autonomous resolution event.\n\nThis is the $2/resolution billing path — what the agent must traverse correctly"},{"name":"route_query","description":"Route an AgentForce question to the optimal model and reasoning approach via graph depth.\n\nThe CKG graph IS the router. AgentForce dependency chains (e.g. Einst"},{"name":"verify_source","description":"Return the source URL and content hash for an AgentForce concept node.\n\nAudit chain:\n    edge answer → graph commit → source_hash → source_url (fetch hint)\n\nVer"},{"name":"export_benchmark_receipt","description":"Generate a signed BoundaryAttest receipt for the agentforce CKG benchmark result.\n\nProduces a `ckg.benchmark_result.exported` claim signed with this server's Ed"},{"name":"evaluate_trust_chain","description":"Return a machine-readable JSON trust chain + ROI analysis + payment recommendation.\n\nDesigned for autonomous agent consumption. The agent reads the JSON, evalua"},{"name":"query_intersect","description":"Answer a conjunctive query: concepts reachable from EVERY anchor at once (A AND B).\n\nquery_ckg walks outward from one concept. This intersects the reachable set"}],"toolCount":10,"serverName":"ckg-agentforce","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.0","protocolVersion":"2025-06-18"}},{"at":"2026-09-06T10:26:39.229Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":126,"error":null,"detail":{"tools":[{"name":"list_concepts","description":"List all 40 AgentForce concepts in this knowledge graph."},{"name":"search_concepts","description":"Find AgentForce concepts by keyword.\n\nArgs:\n    query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.\n"},{"name":"query_ckg","description":"Traverse the AgentForce knowledge graph from any concept.\n\nReturns prerequisites (what this concept needs) and dependents (what it enables).\nEvery relationship "},{"name":"get_prerequisites","description":"Return the full ordered prerequisite chain for an AgentForce concept.\n\nShows everything the concept depends on — the complete upstream path.\n\nArgs:\n    concept:"},{"name":"resolution_path","description":"Trace the exact path that determines an AgentForce autonomous resolution event.\n\nThis is the $2/resolution billing path — what the agent must traverse correctly"},{"name":"route_query","description":"Route an AgentForce question to the optimal model and reasoning approach via graph depth.\n\nThe CKG graph IS the router. AgentForce dependency chains (e.g. Einst"},{"name":"verify_source","description":"Return the source URL and content hash for an AgentForce concept node.\n\nAudit chain:\n    edge answer → graph commit → source_hash → source_url (fetch hint)\n\nVer"},{"name":"export_benchmark_receipt","description":"Generate a signed BoundaryAttest receipt for the agentforce CKG benchmark result.\n\nProduces a `ckg.benchmark_result.exported` claim signed with this server's Ed"},{"name":"evaluate_trust_chain","description":"Return a machine-readable JSON trust chain + ROI analysis + payment recommendation.\n\nDesigned for autonomous agent consumption. The agent reads the JSON, evalua"},{"name":"query_intersect","description":"Answer a conjunctive query: concepts reachable from EVERY anchor at once (A AND B).\n\nquery_ckg walks outward from one concept. This intersects the reachable set"}],"toolCount":10,"serverName":"ckg-agentforce","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"list_concepts","description":"List all 40 AgentForce concepts in this knowledge graph."},{"name":"search_concepts","description":"Find AgentForce concepts by keyword.\n\nArgs:\n    query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.\n"},{"name":"query_ckg","description":"Traverse the AgentForce knowledge graph from any concept.\n\nReturns prerequisites (what this concept needs) and dependents (what it enables).\nEvery relationship "},{"name":"get_prerequisites","description":"Return the full ordered prerequisite chain for an AgentForce concept.\n\nShows everything the concept depends on — the complete upstream path.\n\nArgs:\n    concept:"},{"name":"resolution_path","description":"Trace the exact path that determines an AgentForce autonomous resolution event.\n\nThis is the $2/resolution billing path — what the agent must traverse correctly"},{"name":"route_query","description":"Route an AgentForce question to the optimal model and reasoning approach via graph depth.\n\nThe CKG graph IS the router. AgentForce dependency chains (e.g. Einst"},{"name":"verify_source","description":"Return the source URL and content hash for an AgentForce concept node.\n\nAudit chain:\n    edge answer → graph commit → source_hash → source_url (fetch hint)\n\nVer"},{"name":"export_benchmark_receipt","description":"Generate a signed BoundaryAttest receipt for the agentforce CKG benchmark result.\n\nProduces a `ckg.benchmark_result.exported` claim signed with this server's Ed"},{"name":"evaluate_trust_chain","description":"Return a machine-readable JSON trust chain + ROI analysis + payment recommendation.\n\nDesigned for autonomous agent consumption. The agent reads the JSON, evalua"},{"name":"query_intersect","description":"Answer a conjunctive query: concepts reachable from EVERY anchor at once (A AND B).\n\nquery_ckg walks outward from one concept. This intersects the reachable set"}],"package":{"name":"ckg-agentforce","registry":"pypi","observedAt":"2026-09-06T08:24:22.340Z","publishedAt":"2026-08-02T15:25:04.026338Z","latestVersion":"0.17.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.Yarmoluk/ckg-agentforce","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.Yarmoluk%2Fckg-agentforce","firstSeenAt":"2026-09-06T08:20:20.463Z","fetchedAt":"2026-09-06T08:20:20.463Z","normalizedAt":"2026-09-06T08:20:20.463Z"},{"source":"pypi","key":"ckg-agentforce","url":"https://pypi.org/project/ckg-agentforce/","firstSeenAt":"2026-09-06T08:24:00.498Z","fetchedAt":"2026-09-06T08:24:00.498Z","normalizedAt":"2026-09-06T08:24:00.498Z"}]},"firstSeenAt":"2026-09-06T08:20:20.463Z","updatedAt":"2026-09-06T08:24:22.340Z"}