Use MuninnDB as an MCP-native memory layer where agent memories can strengthen, decay, gain confidence, and trigger recall across MCP, REST, gRPC, or SDK interfaces.
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---
name: "Give Agents Durable Cognitive Memory with MuninnDB"
slug: "give-agents-durable-cognitive-memory-muninndb"
description: "Use MuninnDB as an MCP-native memory layer where agent memories can strengthen, decay, gain confidence, and trigger recall across MCP, REST, gRPC, or SDK interfaces."
github_stars: 331
verification: "security_reviewed"
source: "https://github.com/scrypster/muninndb"
author: "scrypster"
publisher_type: "open-source"
category: "Integrations & Connectors"
framework: "MCP"
tool_ecosystem:
github_repo: "scrypster/muninndb"
github_stars: 331
---
# Give Agents Durable Cognitive Memory with MuninnDB
Use MuninnDB as an MCP-native memory layer where agent memories can strengthen, decay, gain confidence, and trigger recall across MCP, REST, gRPC, or SDK interfaces.
## Prerequisites
MuninnDB single binary, MCP-capable agent client or REST/gRPC/SDK integration
## Installation
Install or set up from the source-backed instructions:
Follow the upstream README and releases for the single-binary install. Start MuninnDB locally, then connect it through MCP, REST, gRPC, or the documented SDK depending on the agent runtime.
- Source: https://github.com/scrypster/muninndb
## Documentation
- https://github.com/scrypster/muninndb
## Source
- [Agent Skill Exchange](https://agentskillexchange.com/skills/give-agents-durable-cognitive-memory-muninndb/)