trackmcp
Back to directory
Yuchen20

Memory-Plus

View on GitHub

🧠 π‘΄π’†π’Žπ’π’“π’š-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessionsβ€”perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

41 stars PythonAI & Machine Learning Updated Oct 17, 2025
agenthackathonmcpmcp-servermemorymemory-storemodel-context-protocol

No README could be loaded. View the project on GitHub for full documentation.

Frequently asked questions

What is Memory-Plus?

Memory-Plus is 🧠 π‘΄π’†π’Žπ’π’“π’š-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessionsβ€”perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

How do I install Memory-Plus?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is Memory-Plus open source?

Yes β€” it is hosted on GitHub at https://github.com/Yuchen20/Memory-Plus and has 41 stars.

Related MCP tools

assafelovicgpt-researcher

An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations. Built for the Model Context Protocol to

24,026 Python
agentaiautomation+8
Upsonicupsonic

Agent Framework For Fintech for the Model Context Protocol. Enhance AI assistants with powerful integrations. Python-based implementation.

7,670 Python
agentagent-frameworkclaude+7
SecretiveShellmcp-bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools Python-based implementation. Trusted by 800+ developers.

869 Python
aiclaudemcp+5
rusiaamanwcgw

Shell and coding agent on claude desktop app for the Model Context Protocol. Enhance AI assistants with powerful integrations. Python-based implementation.

610 Python
agentai-agentai-coding+13
dbt-labsdbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt. Python-based implementation.

401 Python
data-analyticsdata-engineeringdbt+4
joniglmcp-client-for-ollama

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include multi-server, dynamic model switching, streaming res...

351 Python
aicommand-line-toolgenerative-ai+17

Run your own MCP server? See who uses it and what to fix.

Measure it with TrackMCP