Knowledge Graphs

Deterministic, layered code knowledge graph for any JS/TS repo, with an MCP server for agents.

Model Context Protocol server for FalkorDB

Fast, in-memory structured markdown knowledge base (.agent-kb/) with 2D neural graph visualization, live SSE activity stream, and MCP stdio integration.

MCP server that gives AI agents (Claude, Cursor, Copilot) deep understanding of your codebase patterns, conventions, and architecture. Query patterns, security boundaries, call graphs in real-time.

Author, check and compile multi-agent loop graphs for a coding harness: templates, a validator with stable rule codes, a compiler to a prompt package, and an MCP server. It never runs agents.

Local MCP server exposing @utaba/deep-memory as tools for AI agents

Explore Ethereum on-chain data: balances, transactions, contracts, and gas — an agent tool for SperaxOS.

Graph memory for AI agents — context engine for OpenClaw + MCP server for Claude Code/Claude.ai

Agent-native Markdown workspace for raw capture, linked wikis, knowledge graphs, and semantic search

Local-first Cognitive Memory Operating System and MCP server for autonomous AI coding agents. Tri-hybrid retrieval: ONNX semantic embeddings + SQLite FTS5/BM25 + hierarchical knowledge graph, fused with Reciprocal Rank Fusion. Zero cloud.

ctxloom — The Universal Code Context Engine. A local-first MCP server providing intelligent code context via hybrid Vector + AST + Graph search with token-efficient Skeletonization.

The AI Context Engineering Platform — one command and every AI coding tool understands your codebase. Tree-sitter powered, near-zero dependencies.

Universal LLM-powered MCP server for automated Intent Graph generation (Writer Palmyra, Claude, OpenAI, custom)

MCP server for Microsoft Graph API — Mail, Calendar, Teams, OneDrive

PostgreSQL-based RAG Memory MCP Server with Supabase - knowledge graph + semantic search

Git-aware code knowledge graph — incremental AST indexing on every commit, MCP server for AI assistants

Customer-installable MCP server for the Hebbian tenant brain. One package, scope-by-token (Employee or Company). Install in Claude Code, Claude Desktop, Cursor, Cowork, or any MCP-compatible agent.

Zero-Token-Waste Memory Engine, Knowledge Graph & Notes System for AI Coding Agents via MCP.

MCP Server for Cognition Engine & Trust Governance Layer — weighted graph traversal, AST constraint solving, and auditable injection approval for AI agents.

Code intelligence and deterministic verification for AI coding agents: symbol-level code graph, blast radius, dead-code analysis, and MCP servers for Claude Code, Cursor, and Codex