Memory PouchDB
M

Memory PouchDB

This project adds knowledge graph management functionality to the MCP memory server, using the PouchDB database for efficient storage, supporting custom storage paths and timestamp recording.
2.5 points
6.2K

What is the MCP Memory Custom Server?

The MCP Memory Custom Server is a knowledge graph management tool built on PouchDB, used to capture and store interaction records with language models (such as LLMs). It organizes information through a graph database, enabling users to easily manage and retrieve historical data.

How to Use the MCP Memory Custom Server?

You can enable the server through simple installation steps and configuration file settings, and create, update, and query nodes and relationships in the knowledge graph according to your needs.

Applicable Scenarios

Suitable for application scenarios that require long - term storage and analysis of conversation records, such as customer service systems, personalized recommendation engines, or intelligent assistant development.

Main Features

PouchDB Integration
Use PouchDB for efficient data storage and version control to ensure data consistency and reliability.
Custom Memory Paths
Allow users to specify independent storage directories for different projects, improving organizational efficiency.
Timestamp Generation
Add timestamps to each interaction for easy tracing and verification of data sources.
Advantages
Powerful data persistence capabilities to avoid the problem of oversized files.
Support for multi - device synchronization and offline access.
Flexible customization options to meet diverse needs.
Limitations
Initial configuration may require a certain technical background.
It depends on the Node.js environment to run.

How to Use

Clone the Repository and Install Dependencies
After downloading the code locally, execute npm install to install the required dependencies.
Configure Environment Variables
Set the two environment variables MEMORY_FILE_PATH and POUCHDB_PATH to point to the storage locations.
Start the Server
Run npm run build && node dist/index.js to start the service.

Usage Examples

Initialize the Memory System
Call the read_graph function to initialize the memory when starting for the first time.
Add New Observations
Record user preference information through the add_observations function.

Frequently Asked Questions

How to Install the MCP Memory Custom Server?
What Happens if I Forget to Set the Environment Variables?

Related Resources

Official Documentation
Detailed API reference and usage guide.
GitHub Repository
Source code address and contribution guide.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
9.3K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
5.1K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.5K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
8.1K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
11.2K
5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
23.8K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
15.7K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.2K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
15.9K
4.5 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
20.3K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
46.1K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
16.0K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
30.7K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase