Atlas / MCP servers / webzler / AgentMemory

AgentMemorySAFE

mcp/webzler/agentmemory

Eliminate AI hallucinations. Zero config. Works instantly with Cline, RooCode, KiloCode, and more.

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
7 5r · 2w · 0d
Transport
—
License
MIT
Stars
33
01

Overview

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

Hybrid Memory System for AI Coding Agents

Seamlessly integrate with KiloCode, Cline, and RooCode's built-in memory banks while providing powerful search, analytics, and automation.

[](https://marketplace.visualstudio.com/) [](https://marketplace.visualstudio.com/)

🚀 Now Available as an Antigravity Skill!

agentMemory is now fully compatible with Antigravity. Use it as a skill to give your agents persistent, searchable memory that syncs with your project documentation.

See SKILL.md for usage instructions.

🎯 What Makes agentMemory Different?

KiloCode, Cline, and RooCode already have memory banks - but they're manual and limited.

Their Built-In Memory Banks

.kilocode/rules/memory-bank/     ← Markdown files
.clinerules/memory-bank/         ← Manually updated
.roo/memory-bank/                ← No search capability

The Problem with Native Memory Banks:

  • ❌ Manual Maintenance: Agents must manually rewrite files to update memory.
  • ❌ No Search: Agents must read entire files to find specific information.
  • ❌ No Analytics: No way to track memory growth or patterns over time.
  • ❌ Isolated: Memories are locked to a single project.

✅ The Solution: agentMemory

agentMemory fixes these limitations by upgrading your memory bank with:

.agentMemory/                    ← Our structured database
├── Bi-directional sync        ← Keeps their markdown updated
├── Powerful search            ← Query by type, tags, content
├── Visual dashboard           ← See trends and analytics
└── MCP tools                  ← Programmatic access for AI

Benefits:

  • ✅ Automatic sync - No manual "update memory bank" needed
  • ✅ Searchable - Find memories by query, ty
Read from source at commit 2a9252dab7a8OBSERVED · 2026-10-08
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.

claude-code
claude mcp add agentmemory -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "agentmemory": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ]
    }
  }
}
03

Exposed tools (7)

5 read · 2 write · 0 destructive.

ToolRiskDescription
memory_listreadList all memories of a specific type
memory_readreadRead memory by exact key
memory_searchreadSearch memories by keyword, tags, or type
memory_statsreadGet storage and cache statistics
memory_updatewriteUpdate existing memory
memory_writewriteStore new memory in the memory bank
project_initreadInitialize project storage
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
declared (2 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (3)

LOWInventory / provenance · inv.hidden_file · CWE-1104
.vscodeignore
.vscodeignore
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@types/uuid, fastify, keyv, keyv-file, level, lru-cache, msgpack-lite, uuid
Why it matters. 13 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWPrompt injection · prompt.authority_framing · CWE-94, CWE-1427
SECURITY.md:42
- `full` - Full access (read, write, update, delete)

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 2a9252dab7a8full audit observations/trust-audit/mcp-server/webzler__agentmemory.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
2026-10-082a9252dab7a8SAFEB89first audit
06

Questions

What is the AgentMemory MCP server?

Eliminate AI hallucinations. Zero config. Works instantly with Cline, RooCode, KiloCode, and more.

What tools does AgentMemory expose?

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

Is AgentMemory 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 AgentMemory need?

No credential environment variables were found in its source, so it appears to need none.

How current is this page?

The grade is for one exact copy of the source (2a9252dab7a8), read on 2026-10-08. The repository is watched and re-audited when it changes.

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