MCP Servers

Persistent project context for AI coding agents: captures decisions, rationale, and rejected paths so agents stay consistent across Claude, Cursor, Codex, and any MCP enabled platform.

universal-memory

A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "repetition tax" by transporting your context, preferences, and history across sessions. Features an auto-adaptation engine that syncs global instructions to ensure operational cohesion and optimize token usage across any LLM or multi-agent workflow.

🔥🔥FreeQuick setup

MemPlato

🔥🔥✓ VerifiedFreeQuick setup

Remember everything. Stored on your device, not theirs.

Brain OS

Operational memory for AI agents that persists across sessions and tools.

AgenticMind

Auditable, self-improving knowledge & memory for AI agents over MCP — citation-enforced answers and a replayable why-trace, self-hosted on Postgres.

langmcp

A MCP server that connects with LangChain Checkpointers, Memory Stores to aid in monitoring and observability during development of AI Applications

Mnemos

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

Statewave

🔥🔥✓ VerifiedFreeAdvanced setup

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.

AccInt

Local Work Model for AI agents that learns from real outcomes.

🔥🔥FreeQuick setup

agentcairn

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

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.

Cosmos

🔥🔥✓ VerifiedAccount requiredNeeds API keys

your ai exocortex

Adaptive Recall

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.

Citadel

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

Local-first encrypted memory for AI agents with cryptographic forgetting

trilium-mcp

Read and write a self-hosted TriliumNext knowledge base over its ETAPI. Ten tools: create/get/update/append/delete notes, full search, labels and relations.

Rekindle

A local MCP continuity engine that helps Claude Code pick up the thread across sessions.

MemHeaven

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

SynaMCPs

Provides a universal gateway for corporate AI tools, offering knowledge storage, access control, and proxying of external AI sources.

memo

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.

Memxus

🔥🔥Account requiredAdvanced setup

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.

Lorekeeper

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.

Progi

Workflow engine that teaches your agent how YOU like to get things done.

TokenKnows

Capture AI coding sessions (Claude Code / Codex / Cursor) and distill them into weekly reports, ADRs and a knowledge graph — self-hosted.

Presence

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

gjalla

🔥🔥🔥✓ VerifiedFreeNeeds API keys

Production-readiness for your AI coding agents. Set a rule once. Every agent in every repo follows it.

structured.sh

🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

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

AgentMemory

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.

Memside

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

AI Continuity and Memory Hub

rag-rat

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.

hubd

The project tracker for teams of humans and AI agents — in plain files. MCP server + CLI, zero dependencies.

mindcore-memory-mcp