mcp-brasil vs mcp-server-qdrant

Side-by-side comparison to help you pick between these two MCP servers.

	mcp-brasil by Mcp-Brasil	mcp-server-qdrant by qdrant
Stars	★ 1,561	★ 1,397
30d uses	—	—
Score	56	55
Official	—	—
Categories	AI / LLM ToolsDeveloper ToolsDatabase	DatabaseAI / LLM ToolsDeveloper Tools
Language	Python	Python
Last commit	1 mo ago	1 mo ago

mcp-brasil · Summary

Comprehensive MCP server providing access to 70 Brazilian public APIs with 533 tools for various government data sources.

mcp-server-qdrant · Summary

Official Qdrant MCP server for semantic memory storage and retrieval using vector embeddings.

mcp-brasil · Use cases

Query legislative projects about AI in the Chamber of Deputies in 2024 and identify their authors
Analyze economic trends by comparing Selic interest rates with inflation (IPCA) over the past year
Find the top 10 largest federal government contracts in 2024 and identify the suppliers

mcp-server-qdrant · Use cases

Building AI applications with long-term memory capabilities
Code search and retrieval for development environments
Enhancing LLM applications with vector-based semantic search

mcp-brasil · Install

Install with pip or uv:

pip install mcp-brasil
uv add mcp-brasil

For Claude Desktop, add to claude_desktop_config.json:

{
  "mcpServers": {
    "mcp-brasil": {
      "command": "uvx",
      "args": ["--from", "mcp-brasil", "python", "-m", "mcp_brasil.server"],
      "env": {
        "TRANSPARENCIA_API_KEY": "sua-chave-aqui",
        "DATAJUD_API_KEY": "sua-chave-aqui",
        "META_ACCESS_TOKEN": "seu-token-aqui"
      }
    }
  }
}

API keys are optional - without them, 36 APIs still function normally.

mcp-server-qdrant · Install

Installation Options

Using uvx

QDRANT_URL="http://localhost:6333" \
COLLECTION_NAME="my-collection" \
EMBEDDING_MODEL="sentence-transformers/all-MiniLM-L6-v2" \
uvx mcp-server-qdrant

Using Docker

docker build -t mcp-server-qdrant .
docker run -p 8000:8000 \
  -e FASTMCP_SERVER_HOST="0.0.0.0" \
  -e QDRANT_URL="http://your-qdrant-server:6333" \
  -e QDRANT_API_KEY="your-api-key" \
  -e COLLECTION_NAME="your-collection" \
  mcp-server-qdrant

Claude Desktop Configuration

Add to claude_desktop_config.json:

{
  "qdrant": {
    "command": "uvx",
    "args": ["mcp-server-qdrant"],
    "env": {
      "QDRANT_URL": "https://xyz-example.eu-central.aws.cloud.qdrant.io:6333",
      "QDRANT_API_KEY": "your_api_key",
      "COLLECTION_NAME": "your-collection-name",
      "EMBEDDING_MODEL": "sentence-transformers/all-MiniLM-L6-v2"
    }
  }
}

Comparison generated from public README + GitHub signals. Last updated automatically.