MCP AutoMem vs Penfield MCP

A side-by-side look at the MCP AutoMem and Penfield MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

MCP AutoMem logoMCP AutoMemKnowledge & MemoryGraph-vector memory for AI assistants using FalkorDB and Qdrant36FairAuth: not declaredPenfield MCP logoPenfield MCPKnowledge & Memory · Local subprocess (stdio)Penfield: persistent memory with hybrid search (BM25 + vector + graph), 24 relationship types for knowledge graphs, context checkpoints for cognitive handoff, artifact storage, and personality system. Works across Claude, Cursor, Windsurf, and any MCP client.49FairAuth: oauth 2.0

Verdict: choose MCP AutoMem for knowledge & memory work; choose Penfield MCP for knowledge & memory as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

MCP AutoMem logoChoose MCP AutoMem when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You have the keys it needs: AUTOMEM_API_URL, AUTOMEM_API_KEY, AUTOMEM_API_TOKEN.
Explore MCP AutoMem

Penfield MCP logoChoose Penfield MCP when

  • You need dedicated capabilities in the Knowledge & Memory domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: OAuth 2.0.
Explore Penfield MCP

Feature & specification comparison

Rows where the two servers differ are marked.

SpecMCP AutoMem logoMCP AutoMemPenfield MCP logoPenfield MCP
CategoryKnowledge & MemoryKnowledge & Memory
Quality signal36/100 · Fair49/100 · Fair
Install commandNot confirmed yetConfirmed
Transport—Local subprocess (stdio)
AuthNot declaredOAuth 2.0
PricingFreeFree
Required env varsAUTOMEM_API_URLAUTOMEM_API_KEYAUTOMEM_API_TOKENNone listed
Verified ownerCommunity listingCommunity listing
GitHub stars656
Directory activity 1 views 0 installs 0 upvotes 4 views 0 installs 0 upvotes
ToolsNot listedNot listed

Tools & capabilities

MCP AutoMem tools

No tool names declared yet. Check the project README from the listing page.

Penfield MCP tools

No tool names declared yet. Check the project README from the listing page.

Ready-to-paste client configs

Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.

MCP AutoMem

No confirmed install command for MCP AutoMem yet — follow the setup steps linked from its listing page rather than a guessed package name.

Penfield MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "penfieldlabs-penfield-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote"
      ]
    }
  }
}

Frequently asked questions

MCP AutoMem is categorized under Knowledge & Memory and uses an install path we have not confirmed yet. Penfield MCP belongs to Knowledge & Memory and uses a local stdio subprocess. Pick MCP AutoMem for knowledge & memory work and Penfield MCP for knowledge & memory.

Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client. MCP AutoMem has no confirmed install command yet — follow its own setup instructions.

MCP AutoMem is listed as free. Penfield MCP is listed as free. Auth: oauth 2.0. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.

Yes. MCP clients support multiple servers: add mcp-automem and penfieldlabs-penfield-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, MCP AutoMem has a quality signal of 36/100 (Fair) with 1 views, 0 installs and 65 GitHub stars. Penfield MCP has 49/100 (Fair) with 4 views, 0 installs and 6 GitHub stars.