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MCP servers tagged graph-memory
13 live MCP servers tagged "graph-memory", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with graph-memory.
Vinagent
Vinagent is a comprehensive Agentic AI library that helps integrate tools, memory, workflows, and observability.
Zeph
A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memo…
Hypotree
Memory that forgets: a persistent, self-revising belief-state MCP server and Python API for agentic R&D. Uses a hypothesis DAG to auto-prune dead ends and deduce truth without ext…
FERNme
A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.
Ainative Memory
Enhanced MCP server-memory with ZeroDB cloud persistence and semantic vector search. Drop-in replacement for @modelcontextprotocol/server-memory that stores your knowledge graph i…
Ainl Cortex
Graph-native memory and self-learning for Claude Code. Every session remembered, every pattern learned, every agent connected — powered by AI Native Lang.
Promethea Agent
Local-first cognitive agent runtime with personalized long-term graph memory, reasoning workflows, tools, and Web UI.
Mollygraph
Embedded local-first graph and vector memory for AI agents, with Ladybug storage, GLiNER2 extraction, and MCP/API/SDK access.
Sentinel Memory MCP
Evidence-first cybersecurity MCP server with persistent SQLite graph memory, vulnerability triage, scoped testing and reports for Antigravity and Codex.
Engrava
The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/edge journal.
Browser Server
Browser Server is a self-hosted personal-data service with a web app and browser extensions. It stores todos, bookmarks, browsing history, password-wallet entries, screenshots, an…
Tools Ja
Hub repo for Claude Code related tools (Japanese distributions)
Enterprise Code Intelligence
Multi-tenant, RBAC-protected Enterprise Code Intelligence microservice with TypeScript Compiler API AST parsing & WebAssembly SQLite Graph Memory.