Pinecone Developer MCP Server vs Memory (Knowledge Graph)

A side-by-side comparison of two AI, Data & Knowledge servers — tools, transport, auth, maintenance, and copy-paste config for each.

	Pinecone Developer MCP Server Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs. Verified stdio (local) API key TypeScript	Memory (Knowledge Graph) Official MCP server providing persistent, file-backed knowledge-graph memory across sessions. Verified stdio (local) No auth TypeScript
Category	AI, Data & Knowledge	AI, Data & Knowledge
Language	TypeScript	TypeScript
Transport	stdio (local)	stdio (local)
Auth	API key	None
GitHub stars	500	74k
Last commit	1 month ago	5 months ago
Verified
Actively maintained
Install	`npx -y @pinecone-database/mcp`	`npx -y @modelcontextprotocol/server-memory`
Repo	Open	Open

Verdict

Pick Pinecone Developer MCP Server if you prefer its approach (official pinecone server: manage indexes, upsert/search records, rerank, and search pinecone docs).

Pick Memory (Knowledge Graph) if you prefer the more popular, battle-tested option, and you want zero-setup with no API key.

Add Pinecone Developer MCP Server

Install / run

npx -y @pinecone-database/mcp

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "pinecone-developer-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@pinecone-database/mcp"
      ],
      "env": {
        "PINECONE_API_KEY": "<your-pinecone-api-key>"
      }
    }
  }
}

Add Memory (Knowledge Graph)

Install / run

npx -y @modelcontextprotocol/server-memory

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "memory-knowledge-graph": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-memory"
      ],
      "env": {
        "MEMORY_FILE_PATH": "/absolute/path/to/memory.jsonl"
      }
    }
  }
}

FAQ

Pinecone Developer MCP Server or Memory (Knowledge Graph) — which is better?

Pick Pinecone Developer MCP Server if you prefer its approach (official pinecone server: manage indexes, upsert/search records, rerank, and search pinecone docs). Pick Memory (Knowledge Graph) if you prefer the more popular, battle-tested option, and you want zero-setup with no API key.

Can I use both Pinecone Developer MCP Server and Memory (Knowledge Graph)?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do Pinecone Developer MCP Server and Memory (Knowledge Graph) work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View Pinecone Developer MCP Server →View Memory (Knowledge Graph) →More comparisons →