MCP Servers

Mnemos

★ 3

Local-first MCP memory server with no external dependency, source citations and OKF/Markdown KB.

Statewave

★ 3

MCP server for Statewave, an open-source memory runtime for AI agents. Provides persistent memory, context retrieval, and memory compilation through the Model Context Protocol.

Adaptive Recall

★ 3

Adaptive MCP memory system for AI applications. Learns which retrieval strategies work for your data, scores results using cognitive science models, builds a knowledge graph automatically, and validates every parameter change against real query history before adopting it. Patent pending.

agentcairn

★ 3

Local-first agent memory: a plain-Markdown Obsidian vault is the source of truth, with a rebuildable DuckDB index for hybrid BM25 + vector + graph recall.

MemHeaven

★ 2

Self-hosted remote MCP memory server for ChatGPT and AI agents.

memo

★ 2

Local-first long-term memory for coding agents — in-process embeddings (MLX/CPU), hybrid vector+BM25 search, markdown as source of truth. No cloud, no keys.

Lorekeeper

★ 2

Self-improving MCP memory server for AI agents. One command, no cloud, no config. Hybrid search, feedback loop quality system, dashboard UI, auto-linking knowledge graph. Gets better the more you use it.

AgentMemory

★ 2

MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.

Memxus

★ 2

One memory. Every AI. Nothing to install. Memxus works across Claude, ChatGPT, Cursor and Slack — and any app your team uses that needs to remember (Notion, Linear/Jira, Gmail, Salesforce/HubSpot, Intercom, Zendesk, Google Drive, Confluence, GitHub). No extension, no local setup, no repeated context. Save once. Remember everywhere.

Presence

★ 2

Presence: cross-session memory and a verification gate for Claude Code

structured.sh

★ 2

Self-hosted MCP server for persistent agent memory. Define typed schemas, write records, and query with SQL via DuckDB against Parquet files on disk.

mindcore-memory-mcp

★ 1

Long-term memory system for AI agents with semantic search, context management, and multi-format storage.

Memside

★ 1

AI Continuity and Memory Hub

MemoraEu

★ 1

Personal memory layer for AI assistants. Store, search and recall preferences, decisions and facts — available from any MCP-compatible client.

Contextful

★ 1

Highly efficient context management for agentic AI: MCP code search, evidence packs, graph context, and memory for large projects.

memory engine

★ 1

A living memory that decays, learns, and evolves with your AI.

rag-rat

★ 1

Provides local repo-intelligence by indexing source, symbols, call graphs, Git/GitHub history, and source-bound repo memories into a local database for coding agents.

Agentmemory MCP

Paid remote MCP endpoint for persistent AI agent memory, site analytics, pricing, checkout status, and search-readiness operations.

Vilix

Persistent memory for AI assistants and coding agents across ChatGPT, Claude, Cursor, and other MCP-compatible tools.

MemPalace Cloud

Hosted MCP memory across Claude Code, Cursor, ChatGPT and any MCP client. Community-hosted instance of the MIT-licensed MemPalace engine. EU-hosted, GDPR-compliant. Free tier with 200 memories.

Granoflow

Connect AI agents to Granoflow for tasks, reviews, and spaced-review memory cards.

Amber

Long-term memory for AI assistants. Your AI remembers everything, forever.

Forge Cascade MCP

Authenticated MCP and agent gateway for Forge Cascade private AI memory, provenance, graph search, and capsule lineage.

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 across sessions.

FoundersOS

FoundersOS - CRM, tasks, finances, feeds, and memory for founders, as an MCP server.

Monet

Local-first, state-centric memory for coding agents — remembers your project's conventions and how you like to work. 100% local, over MCP

OpenMemBrain

OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously reads and learns from your coding sessions — you never have to tell it what to save. It selectively absorbs project knowledge, blocks secrets, filters noise, resolves conflicts, and persists only what matters.

Stash Cloud

One memory URL. Every AI tool. Your rules, lessons, and context — recalled automatically, every conversation.

AgentMemory MCP

Governed persistent memory for AI agents.

VEKTOR Slipstream

[VEKTOR Memory] (https://vektormemory.com) - Local-first persistent memory for AI agents. SQLite-vec, 4-layer associative graph, 8ms recall, 34 tools. No cloud.