agrobr-mcp 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.

	agrobr-mcp Give LLMs real-time Brazilian agricultural data — prices, crop estimates, climate and deforestation from public sources. Unverified stdio (local) No auth Python	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	Python	TypeScript
Transport	stdio (local)	stdio (local)
Auth	None	None
GitHub stars	25	74k
Last commit	3 months ago	5 months ago
Verified
Actively maintained
Install	`pip install agrobr-mcp`	`npx -y @modelcontextprotocol/server-memory`
Repo	Open	Open

Verdict

Pick agrobr-mcp if you prefer its approach (give llms real-time brazilian agricultural data — prices, crop estimates, climate and deforestation from public sources).

Pick Memory (Knowledge Graph) if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Add agrobr-mcp

Install / run

pip install agrobr-mcp

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

{
  "mcpServers": {
    "agrobr-mcp": {
      "command": "python",
      "args": [
        "-m",
        "agrobr_mcp"
      ]
    }
  }
}

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

agrobr-mcp or Memory (Knowledge Graph) — which is better?

Pick agrobr-mcp if you prefer its approach (give llms real-time brazilian agricultural data — prices, crop estimates, climate and deforestation from public sources). Pick Memory (Knowledge Graph) if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Can I use both agrobr-mcp 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 agrobr-mcp 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 agrobr-mcp →View Memory (Knowledge Graph) →More comparisons →