Memory & Knowledge MCP Servers

MCP server for the Point Knowledge API — verified knowledge for AI systems

Multi-Graph Agent Memory via MCP - The memory system that understands causality

MCP server for semantic memory storage using local Postgres with pgvector

MCP server for Prior — the knowledge exchange for AI agents. Search, contribute, and improve shared solutions.

An MCP-native workflow engine that teaches your agent how you like to get things done.

MCP server and Claude Code skill for project-aware code changes with low token usage.

A Python MCP server that gives LLMs persistent, searchable access to project context — documentation, architecture decisions, and session

MCP server for cross-project feature knowledge — maps features across mobile, backend, and admin projects

Tessera — Personal Knowledge Layer for AI. Own your memory across every AI tool. 58 MCP tools, REST API, knowledge graph, memory

Local-first memory + judgment layer for AI coding agents — warns before repeating failed fixes.

MCP server for Claude Code — persistent project memory, session continuity, and structural repo analysis

MCP server for persistent memory with JSON storage and atomic fact operations

Pseudolife persistent long-term memory for MCP-compatible coding agents

PULSE8.ai Cortex — agent-native knowledge OS built on Markdown files

Official Model Context Protocol (MCP) server for Purmemo - Your AI-powered second brain with 94% memory retrieval accuracy

MCP server for pūrmemo - AI conversation memory that works everywhere. Save and recall conversations across Claude Desktop, Cursor, and

Servidor MCP (stdio) para a API HTTP LightRAG — uso com npx e Cursor.

MCP server for reading LlamaIndex documents stored in Qdrant vector database

A Model Context Protocol (MCP) server that provides RAG capabilities to Cursor using Qdrant.

MCP server for enabling the named memory graphs to be persisted to a qdrant instance.

MCP server for Qdrant vector database with local embedding support