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Search / io.github.xiangzi1126/ai-agent-memory-mcp

AI Agent Memory

L0· runs locally

Agent-agnostic persistent memory MCP server. Local-first: memories travel with your project.

v0.1.1 · active · repository · website · descriptor JSON · versions

Runs on your machine: something must execute the package.Only local packages are published (npm, PyPI, OCI, …). The registry never executes them, so tools are unknown until you run it.
Quality–not scored
Trust86of 100
Packages1
Tools seen0

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "ai-agent-memory-mcp": {
      "command": "uvx",
      "args": [
        "ai-agent-memory-mcp==0.1.1"
      ]
    }
  }
}
claude mcp add ai-agent-memory-mcp -- uvx ai-agent-memory-mcp==0.1.1
[mcp_servers.ai-agent-memory-mcp]
command = "uvx"
args = ["ai-agent-memory-mcp==0.1.1"]
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-agent-memory-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "ai-agent-memory-mcp==0.1.1"
      ],
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "ai-agent-memory-mcp": {
      "command": "uvx",
      "args": [
        "ai-agent-memory-mcp==0.1.1"
      ]
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-agent-memory-mcp&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJhaS1hZ2VudC1tZW1vcnktbWNwPT0wLjEuMSJdfQ%3D%3D"
}
{
  "servers": {
    "ai-agent-memory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ai-agent-memory-mcp==0.1.1"
      ]
    }
  }
}
{
  "mcpServers": {
    "ai-agent-memory-mcp": {
      "command": "uvx",
      "args": [
        "ai-agent-memory-mcp==0.1.1"
      ]
    }
  }
}
extensions:
  "ai-agent-memory-mcp":
    enabled: true
    name: "ai-agent-memory-mcp"
    type: stdio
    cmd: "uvx"
    args:
      - "ai-agent-memory-mcp==0.1.1"
    timeout: 300

This is a local package: the command runs on your machine.

Quality – / 100not scored

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

protocoln/a · weight 25
  • n/a
    protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygienen/a · weight 30
  • n/a
    tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool list unknown
dependencies83 · weight 15
  • warn
    deps.known_vulns6 advisories of lower severity or without a published fix: GHSA-2wm9-hf6c-p5cr in [email protected] (direct, no fix yet), GHSA-36p7-vc44-83pf in [email protected] (direct, no fix yet), GHSA-f4j7-r4q5-qw2c in [email protected] (direct, no fix yet), ...
  • pass
    deps.mcp_sdk_versionmcp 2.2.0, no known advisory
  • pass
    deps.resolvable[email protected] resolved: 96 packages

Tool list unknown · checked 2026-10-19 16:20 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 86 / 100

provenance90
livenessn/a
freshness65
hygiene100

+repository +namespace-matches-repo +website ~liveness-unmeasured ~updated-97d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPI95 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19

advisoryseveritypackagefixed in
GHSA-36p7-vc44-83pfChromaDB has a code injection vulnerabilitycritical[email protected]directno fix yet
GHSA-f4j7-r4q5-qw2cChromaDB Python project has a pre-authentication code injection vulnerabilitycritical[email protected]directno fix yet
GHSA-2wm9-hf6c-p5crChromaDB allows any authenticated users to arbitrarily read, write, update, or delete data in any tenant's collectionhigh[email protected]directno fix yet
GHSA-xph7-9rjv-w5frChromaDB's SimpleRBACAuthorizationProvider doesn't check which tenant, database, or collection a permission applies tohigh[email protected]directno fix yet
GHSA-hj66-6f7g-4r5vOauthlib : Unsafe JSONP callback injection in RevocationEndpoint allows arbitrary JavaScript response generationmoderate[email protected]indirectfixed in 4.0.0
GHSA-xpv3-w29h-x7cvOauthlib: Timing Attack Vulnerability in PKCE code_verifier Comparison (CWE-208)moderate[email protected]indirectfixed in 4.0.0

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

packageregistryversionruntimesecrets
ai-agent-memory-mcppypi0.1.1–

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.xiangzi1126/ai-agent-memory-mcp",
  "title": "AI Agent Memory",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "0.1.1",
  "packages": [
    {
      "version": "0.1.1",
      "transport": {
        "type": "stdio"
      },
      "identifier": "ai-agent-memory-mcp",
      "registryType": "pypi"
    }
  ],
  "repository": {
    "url": "https://github.com/xiangzi1126/ai-agent-memory-mcp",
    "source": "github"
  },
  "websiteUrl": "https://github.com/xiangzi1126/ai-agent-memory-mcp",
  "description": "Agent-agnostic persistent memory MCP server. Local-first: memories travel with your project."
}