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100
MCP live MCP 2025-11-25 streamable-http

Salesforce AgentForce CKG

io.github.yarmoluk/ckg-agentforce

Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.

Uptime
100.0%
1 direct probes · 30d
Response
1039ms
last probe
Tools
10
callable
Resources
2
readable
Prompts
2
available
Primary URL
https://ckg-agentforce.onrender.com/mcp

Tools · 10

list_concepts

List all 40 AgentForce concepts in this knowledge graph.

search_concepts

Find AgentForce concepts by keyword. Args: query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.

query_ckg

Traverse the AgentForce knowledge graph from any concept. Returns prerequisites (what this concept needs) and dependents (what it enables). Every relationship traces to an authoritative Salesforce do…

get_prerequisites

Return the full ordered prerequisite chain for an AgentForce concept. Shows everything the concept depends on — the complete upstream path. Args: concept: Target concept — e.g. 'Autonomous Resol…

resolution_path

Trace the exact path that determines an AgentForce autonomous resolution event. This is the $2/resolution billing path — what the agent must traverse correctly to resolve autonomously without human h…

route_query

Route an AgentForce question to the optimal model and reasoning approach via graph depth. The CKG graph IS the router. AgentForce dependency chains (e.g. Einstein Trust Layer → Data Cloud → NVIDIA NI…

verify_source

Return the source URL and content hash for an AgentForce concept node. Audit chain: edge answer → graph commit → source_hash → source_url (fetch hint) Verification: curl -s <source_url> | sh…

export_benchmark_receipt

Generate a signed BoundaryAttest receipt for the agentforce CKG benchmark result. Produces a `ckg.benchmark_result.exported` claim signed with this server's Ed25519 session key. Any party holding the…

evaluate_trust_chain

Return a machine-readable JSON trust chain + ROI analysis + payment recommendation. Designed for autonomous agent consumption. The agent reads the JSON, evaluates the ROI gate, selects the cheapest p…

query_intersect

Answer a conjunctive query: concepts reachable from EVERY anchor at once (A AND B). query_ckg walks outward from one concept. This intersects the reachable sets of two or more, which is the shape of …

Resources · 2

get_nodes_resource

All 40 AgentForce concepts — full node list with taxonomy.

agentforce://nodes
get_resolution_chain_resource

The $2/autonomous-resolution billing chain — declared traversal path.

agentforce://resolution-chain

Prompts · 2

show_burn

Show the AgentForce token burn before/after — RAG vs CKG traversal

map_agentforce_stack

Map the full AgentForce platform — agent to billing path

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "salesforce_agentforce_ckg": {
      "url": "https://ckg-agentforce.onrender.com/mcp",
      "transport": "streamable-http"
    }
  }
}