AgentIndex icon
AgentIndex
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompareGuides
Submit Tool
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompare
Home/
Memory & Context/
Zengram
Zengram logo

Zengram

Active·★ 64·MIT·Updated 2026-10-22

Zengram is a shared memory system for multi-agent AI systems, enabling agents to store and retrieve memories across machines. It features typed memory, dual storage (Qdrant + SQLite/Postgres), multi-path search, and cross-agent capabilities like briefings and corroboration. Self-hosted, open-source, with MCP server and SDKs.

#claude#claude-ai#claude-code#cursor#deduplication#embedded#longmemeval
© 2026 AgentIndex.app|Built by a 10-year iOS Developer.
Best by use caseAboutContactAdvertisePrivacy PolicyTerms of UseQYSGitHubBuy me a coffee ☕

Browse by Category

MCP ServersCode AssistantWorkflow AutomationRAG / Knowledge BaseMulti-AgentBrowser AutomationLLM InfraDev ToolingObservability

Not affiliated with Anthropic, OpenAI or Microsoft.

Guides
#mcp
$ Install
$ git clone https://github.com/ZenSystemAI/zengram.git && cd zengram && cp .env.example .env && docker compose up -d
↗ Visit site★ GitHub
01

Features

01Typed memory: events, facts, statuses, decisions
02Dual storage with semantic and structured search
03Multi-path search (vector, BM25, entity graph) with RRF fusion
04Cross-agent capabilities: briefings, corroboration, credential scrubbing
05Self-hosted, open-source, with MCP server and SDKs
02

Compatibility

Docker
Docker
Verified via docs
Node.js
Node 20+
Verified via docs
MCP
MCP
Verified via docs
Python
Python SDK
Verified via docs
REST API
REST API
Verified via docs
03

Quick start

1
$ git clone https://github.com/ZenSystemAI/zengram.git
2
$ cd zengram
3
$ cp .env.example .env
4
$ docker compose up -d
04

Use cases

↳Cross-agent memory sharing across different machines
↳Session reflection and context retrieval for agents
↳Logging memories from automation tools (e.g., n8n) for AI agents
05

Alternatives

⚡Top VS:
VSmulti-agent-memory★64→VSsecond-brain-cloudflare★818→VSakb★163→

Comments

Log in to leave a comment

No comments yet. Be the first!

On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
VS
mcp-memory-keeper
★136
→
multi-agent-memory logo
multi-agent-memory★ 64
A Multi Agent Memory MCP That Connect Agents Across Systems and Machines
VSCompare→
second-brain-cloudflare logo
second-brain-cloudflare★ 818
One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.
VSCompare→
akb logo
akb★ 163
AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.
VSCompare→
mcp-memory-keeper logo
mcp-memory-keeper★ 136
MCP server for persistent context management in AI coding assistants
VSCompare→
origin logo
origin★ 86
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pages, sessions for Claude Code, Cursor, Codex, and any MCP client.
VSCompare→
context-mode logo
context-mode★ 31.8k
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
VSCompare→
PrismerCloud logo
PrismerCloud★ 1.4k
Prismer Cloud
VSCompare→
tradememory-protocol logo
tradememory-protocol★ 1.4k
Memory layer for AI trading agents. Outcome-weighted recall, autonomous strategy evolution, 15 MCP tools.
VSCompare→
See all alternatives →
ZenSystemAI /
Zengram
↗

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

64MIT
Last commit1d ago
StatusActive
CategoryMemory & Context
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit