MCP server

Salesforce AgentForce CKG

io.github.Yarmoluk/ckg-agentforce

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

10

Token cost

About 2,060 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.ckg-agentforce]
url = "https://ckg-agentforce.onrender.com/mcp"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"ckg-agentforce":{"type":"http","url":"https://ckg-agentforce.onrender.com/mcp"}}}

Antigravity

agy mcp add ckg-agentforce https://ckg-agentforce.onrender.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"ckg-agentforce","server_url":"https://ckg-agentforce.onrender.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"ckg-agentforce","server_url":"https://ckg-agentforce.onrender.com/mcp"}

Tools

• evaluate_trust_chain ~293 tokens
  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 positive-ROI payment option, and purchases autonomously if budget is pre-authorized. Trust chain clo
• export_benchmark_receipt ~163 tokens
  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 public key can verify the signature over the canonical JSON claim. Implements GuardrailDecisionV1 ·
• get_prerequisites ~140 tokens
  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 Resolution', 'Multi-LoRA Serving', 'Custom Actions', 'Semantic Retrieval'.
• list_concepts ~52 tokens
  List all 40 AgentForce concepts in this knowledge graph.
• query_ckg ~185 tokens
  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 doc URL. Args: concept: Concept name — e.g. 'Autonomous Resolution', 'Einstein Trust Layer',
• query_intersect ~540 tokens
  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 most real questions — "the component that satisfies A AND applies to B". Neither anchor alone answer
• resolution_path ~97 tokens
  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 handoff.
• route_query ~269 tokens
  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 NIM → Resolution Criteria) have typed hops that signal reasoning complexity deterministically. No heur
• search_concepts ~92 tokens
  Find AgentForce concepts by keyword. Args: query: Search term — e.g. 'resolution', 'trust', 'grounding', 'action', 'NIM'.
• verify_source ~229 tokens
  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> | sha256sum # compare output to source_hash Args: concept: Concept label (partial match support

Browse

• GitHub tools
• CRM
• Payments
• GitHub and code hosting
• Memory for agents

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