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NeuralVaultCore MCP Server

getobyte/NeuralVaultCore

Score: 53.3 Rank #47 Database
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Infinite Long-Term Memory for AI Agents — MCP Server

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Overview

getobyte/NeuralVaultCore is a Python MCP server licensed under MIT. Infinite Long-Term Memory for AI Agents — MCP Server Topics: ai-agents, ai-memory, ai-memory-system, claude, codex-cli, cursor, fastmcp, mcp, mcp-server, memory, opencode, persistent-memory, python, sqlite, persistent-memory-tool.

Ranked #47 out of 116 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT
ai-agentsai-memoryai-memory-systemclaudecodex-clicursorfastmcpmcpmcp-servermemoryopencodepersistent-memorypythonsqlitepersistent-memory-tool

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

"mcp server""mcp-server"

From the README

<div align="center">
  <a href="https://github.com/getobyte/NeuralVaultCore">
    
  </a>

# NeuralVaultCore v1.0

**Infinite long-term memory for AI agents — local, private, low-token.**

Any AI agent with MCP support gets persistent memory across sessions.  
Single-user, local-first. Your data never leaves your machine.

</div>

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## 🤖 Ecosystem

NeuralVaultCore is one piece of a 3-part system. The server alone is not enough — pair it with the right prompts:

| Skill | Role | Tokens |
|-------|------|--------|
| ⚡ [**NeuralVaultSkill**](https://github.com/getobyte/NeuralVaultSkill) | Daily driver — autonomous background memory management | ~383 |
| 🧹 [**NeuralVaultArchivist**](https://github.com/getobyte/NeuralVaultArchivist) | Maintenance — merges overlapping memories into master records without deleting data | on-demand |

---

## 💡 Why Low-Token Matters

Most MCP servers waste thousands of tokens on verbose output.  
NeuralVaultCore cuts overhead by up to **7×** using smart 
Read full README on GitHub →

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