MCP servers that give assistants persistent memory, knowledge graphs and structured reasoning. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
A memory management server using FastMCP
MCP server for memory search. Features record memory, search memory, add knowledge. From MEOK AI Labs.
MCP Server for Memphora - Add persistent memory to Claude, Cursor, and other AI assistants
MCP Server for micro-app knowledge base
MCP Server for AI long-term memory and context management
Open-source MCP Server for persistent AI memory with embedded sync
AI Memory MCP Server - Persistent memory management for Claude and other AI assistants
Source-grounded memory layer for AI agents — cites its sources, says "I don't know" when it lacks evidence, and corrects superseded facts. MCP-ready.
Mode Manager MCP: Server for managing VS Code .instructions.md files (GitHub Copilot persistent memory)
MCP-server that implements memory stored in MongoDB
A unified Neo4j MCP server for GraphRAG: vector search, fulltext search, search-augmented Cypher queries, write operations, and multimodal image retrieval
MCP server for NetApp AI Data Engine
Persistent, correctable memory for AI. The memory layer that learns from mistakes.
Personal knowledge vault MCP server for Claude Desktop
A comprehensive Python MCP server for managing Obsidian vaults via obsidian-local-rest-api
Semantic router for MCP ecosystems - Discover and execute tools across multiple MCP servers without context bloat
Memory health monitor for OpenClaw — diagnose, guard, and remediate your agent's memory
A Model Context Protocol (MCP) server for Outline (https://www.getoutline.com)
MCP server for a multilingual philosophy corpus — glossary, syntheses, thinker profiles, and articles in PT/EN/ES
MCP based Pocket Agent in vector db ( chroma) as storage
An MCP-native workflow engine that teaches your agent how you like to get things done.
A generic RAG MCP server with pluggable embedding providers and vector stores
A Model Context Protocol server for research assistance with ChromaDB vector storage
MCP server wrapping the ROBOT ontology CLI tool