Dgraph
Connects language models to Dgraph graph databases, enabling DQL queries, mutations, and schema management for seamless database interactions without context…
Directory
Search MCP Servers
better-code-review-graph
Knowledge graph for token-efficient code reviews with Tree-sitter parsing, dual-mode embedding (ONNX + LiteLLM), and blast-radius analysis via MCP tools.
mcp-knowledge-graph
An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about…
DuckDB Knowledge Graph Memory
Provides a pluggable knowledge graph memory server for flexible storage and retrieval within compatible systems, offering enhanced customization through…
Kin
The system of record for AI-written software. A persistent graph of entities, relationships, changes, and provenance, so humans and AI agents see what a change…
Code Analysis
Integrates code analysis using a Neo4j graph database to enable structural insights, quality metrics, and natural language querying of codebases.
Elasticsearch Knowledge Graph
Elasticsearch-based knowledge graph that tracks access patterns to prioritize recent, important, and frequently accessed information with advanced search…
Memory Custom
Provides a knowledge graph-based memory system for creating, managing, and querying structured information with features like custom file paths, timestamping…
Memory PouchDB
Provides a knowledge graph-based memory system using PouchDB for storing and retrieving entity relationships and observations, enabling persistent…
mcp-memory-graph
Persistent memory for AI agents using a semantic knowledge graph. Store, retrieve, and connect memories with semantic search — so your AI remembers context…
flakiness-knowledge-graph-mcp
Builds a knowledge graph of flaky tests from Playwright run history
CKG-NVIDIA- AI - Nvidia Developer Stack As A Compressed Knowledge Graph - 20 Domains, 998 Nodes, Agents Traverse Type Dependency Graphs
NVIDIA AI developer stack as a Compressed Knowledge Graph (CKG) — 20 domains, 998 nodes, every prerequisite chain declared as typed edges. Agents traverse…
Bottle Shop End of Trade Web Application
Cursor AI SSOT & Rule Engine Template: A comprehensive framework for integrating Cursor AI's advanced features into any project. Includes Single Source of…
Local Rag
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code…
EU AI Act Compliance Chatbot
An MCP server to answer questions on the original EU AI Act
Neo4j Knowledge Graph Memory
Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations…
TokenKnows — distill AI coding sessions into weekly reports, ADRs and a knowledge graph
Distill AI coding sessions (Claude Code / Codex / Cursor) into weekly reports, ADRs, incident reviews and a knowledge graph — local-first, evidence-linked.
Yantrikdb
Cognitive memory for AI agents — persistent semantic memory with knowledge graph and adaptive recall
Knowledge Graph Memory Server
Enables persistent memory for Claude using a knowledge graph stored in local JSON files.
Knowledge Graph Memory Server
Enables memory for Claude using a knowledge graph with fuzzy semantic search and persistent storage.
Knowledge Graph
A knowledge graph-driven persistent memory layer for coding agents and LLM workflows.
Knowledge Graph Memory Server
A knowledge graph server that provides persistent, multi-context memory for AI models.
Unreal Engine Knowledge Graph
Search concept relationships in the Unreal Engine official documentation using a Neo4j-powered knowledge graph.
Knowledge Graph Memory Server
Enables persistent memory for Claude using a local knowledge graph of entities, relations, and observations.