Atlas / MCP servers / tuncer-byte / Memory Bank

Memory BankSAFE

mcp/tuncer-byte/memory-bank-6

Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge, from high-level goals to technical details and day-to-day progress.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
5 3r · 2w · 0d
Transport
stdio
License
—
Stars
101
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Memory Bank MCP

Structured project knowledge management for LLMs via Model Context Protocol (MCP)

Note: This is not a traditional Node.js application. Memory Bank MCP is an MCP server—a component in the Model Context Protocol ecosystem. It exposes project knowledge to LLM-powered agents and tools using a standardized protocol, enabling seamless integration with AI clients (e.g., Claude Desktop, IDEs, or custom LLM agents).

What is Model Context Protocol (MCP)?

MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI: it provides a universal way to connect AI models to data sources and tools, both locally and remotely. MCP enables:

  • Plug-and-play integrations between LLMs, data, and tools
  • Switching between LLM providers with minimal friction
  • Secure, modular architecture for building AI workflows

Learn more: MCP Introduction

About Memory Bank MCP

Memory Bank MCP is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains interconnected Markdown documents capturing all aspects of project knowledge, from high-level goals to technical details and daily progress. It is designed to be accessed by MCP-compatible clients and LLM agents.

Features

  • AI-Generated Documentation: Uses Gemini API to generate and update project documentation
  • Structured Knowledge System: Maintains six core document types in a hie
Read from source at commit 171b2d00bd61OBSERVED · 2026-10-07
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add memory-bank-mcp --env GEMINI_API_KEY=${GEMINI_API_KEY} -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "memory-bank-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "GEMINI_API_KEY": "${GEMINI_API_KEY}"
      }
    }
  }
}
03

Exposed tools (5)

3 read · 2 write · 0 destructive.

ToolRiskDescription
create_cursor_ruleswrite
export_memory_bankread
initialize_memory_bankread
query_memory_bankread
update_documentwrite
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (3)

LOWInventory / provenance · inv.hidden_file · CWE-1104
src/templates/.byterules
.byterules
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@google/generative-ai, @modelcontextprotocol/sdk, dotenv, zod, fs-extra, @types/fs-extra, @types/node, ts-node
Why it matters. 9 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-07 · audit v0.4.1 · source sha 171b2d00bd61full audit observations/trust-audit/mcp-server/tuncer-byte__memory-bank-6.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-07171b2d00bd61SAFEB89first audit
06

Questions

What is the Memory Bank MCP server?

Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected Markdown documents that capture different aspects of project knowledge, from high-level goals to technical details and day-to-day progress.

What tools does Memory Bank expose?

5 in total: 3 read-only, 2 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Memory Bank safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does Memory Bank need?

It reads GEMINI_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Memory Bank run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as memory-bank-mcp at 1.0.0.

How current is this page?

The grade is for one exact copy of the source (171b2d00bd61), read on 2026-10-07. The repository is watched and re-audited when it changes.

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