io.github.Yarmoluk/ckg-agentforce

up checked 2026-11-11T07:38:38.396Z

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Publisher-provided title

Salesforce AgentForce CKG

Publisher-provided description

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

Summary by lookupd

Queries a Salesforce AgentForce concept graph to look up, traverse, and verify related concepts and their dependencies.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http ckg-agentforce https://ckg-agentforce.onrender.com/mcp

Claude Code, pypi package (stdio)

claude mcp add ckg-agentforce -- uvx ckg-agentforce

Codex, remote (streamable-http)

codex mcp add ckg-agentforce --url https://ckg-agentforce.onrender.com/mcp

Codex, pypi package (stdio)

codex mcp add ckg-agentforce -- uvx ckg-agentforce

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "ckg-agentforce": {
      "url": "https://ckg-agentforce.onrender.com/mcp"
    }
  }
}

Cursor, pypi package (stdio) → .cursor/mcp.json

{
  "mcpServers": {
    "ckg-agentforce": {
      "command": "uvx",
      "args": [
        "ckg-agentforce"
      ]
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (10 tools)

Publisher-provided text

• 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
• get_prerequisites Return the full ordered prerequisite chain for an AgentForce concept. Shows everything the concept depends on — the complete upstream path. Args: concept:
• 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
• 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. Einst
• 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) Ver
• 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 Ed
• evaluate_trust_chain Return a machine-readable JSON trust chain + ROI analysis + payment recommendation. Designed for autonomous agent consumption. The agent reads the JSON, evalua
• 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 set

Details

• Version: 0.10.3
• Transports: streamable-http, stdio
• Uptime (7 days): 100%
• Median latency: 434 ms
• First indexed: 2026-11-01T09:18:23.272Z
• Last seen in registry: 2026-11-01T09:18:23.285Z
• Repository: https://github.com/Yarmoluk/ckg-agentforce

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