Developer Tools●●Solid
Local-first semantic knowledge graph with magnetic-pull retrieval
Visual codebase map with magnetic-pull retrieval, but Sourcegraph and Cody already solve this.
Eye CandyCozy
akashi_dev
401mo ago
Back to browse
GitHub Repository
Salesforce AgentForce as a traversable knowledge graph — 40 nodes, /resolution billing path, MCP-native
0 starsPython
Ckg-agentforce – Salesforce AgentForce as a traversable MCP graph
by Yarmoluk72·Jul 22, 2026·1 point·0 comments
AI Analysis
●●●BangerBig BrainNiche Gem
Deterministic graph traversal beats probabilistic RAG for expensive $2-per-call agent resolutions.
Strengths
- •SHA-256 pinned source documents ensure every edge is verifiable to the byte.
- •Pre-structured graph eliminates inference costs and hallucinations at query time.
- •Specifically targets the high-stakes billing model of Salesforce AgentForce.
Weaknesses
- •Extremely niche audience limited to teams heavily invested in Salesforce AgentForce.
- •Relies on adoption of the emerging MCP standard for broader utility.
Category
Target Audience
Salesforce architects and enterprise AI developers
Similar To
LangChain · LlamaIndex
Similar Projects
Developer Tools●●Solid
Replen – maps your repos to a knowledge graph to match open-source
Maps your portfolio to an ontology and surfaces OSS matches your AI agent can actually use.
Big BrainDark Horse
nsokin
2012d ago
Productivity●Mid
Replen – maps your repos to a knowledge graph to match open-source
Knowledge graph for repo matching feels like over-engineering a GitHub feed.
Ship It
nsokin
107d ago
Finance●●Solid
The Cascade Graph – An interactive map of AI and energy constraints
Maps physical economy constraints to investable tickers using sourced causal links.
Niche GemBig Brain
antisyzygy
261228d ago
Developer Tools●●Solid
Nomik-Open-source AI-native knowledge graph for code(Neo4j and MCP)
Graph-aware code context for AI agents beats file-dumping, but Cody and Continue exist.
Big BrainNiche GemSolve My Problem
willfreed1
104mo ago
AI/ML●●Solid
Forensic-deepdive: code knowledge graph and MCP server for AI agents
Confidence-tagged edges and cross-boundary protocol unification is genuinely clever graph engineering.
Big BrainWizardry
dhevenddra_
3026d ago