ApeRAG vs Brightdata MCP
A side-by-side look at the ApeRAG and Brightdata MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose ApeRAG for search & data extraction work over a hosted endpoint; choose Brightdata MCP for search & data extraction as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose ApeRAG when
- You need dedicated capabilities in the Search & Data Extraction domain.
- You prefer a remote HTTP/SSE transport.
- Its auth model fits you: API key required.
- You have the keys it needs:
APERAG_API_KEY.
Choose Brightdata MCP when
- You need dedicated capabilities in the Search & Data Extraction domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: API key required.
- You have the keys it needs:
API_TOKEN. - You want tools like
GROUPS, TOOLS, search_engine.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Search & Data Extraction | Search & Data Extraction |
| Quality signal | 55/100 · Good | 69/100 · Great |
| Install command | Confirmed | Confirmed |
| Transport | Remote HTTP/SSE | Local subprocess (stdio) |
| Auth | API key required | API key required |
| Pricing | Free | Freemium |
| Required env vars | APERAG_API_KEY | API_TOKEN |
| Verified owner | Community listing | Community listing |
| GitHub stars | 1,322 | 2,685 |
| Directory activity | 3 views 0 installs 0 upvotes | 4 views 0 installs 0 upvotes |
| Tools | Not listed | 6 |
| Full listing | View ApeRAG | View Brightdata MCP |
Tools & capabilities
ApeRAG tools
No tool names declared yet. Check the project README from the listing page.
Brightdata MCP tools 6
GROUPSTOOLSsearch_enginescrape_as_markdownask_brightdata_assistantcustom
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.
ApeRAG
{
"mcpServers": {
"apecloud-aperag": {
"url": "http://localhost:8000/mcp/"
}
}
}
Brightdata MCP
{
"mcpServers": {
"luminati-io-brightdata-mcp": {
"command": "npx",
"args": [
"@brightdata/mcp"
],
"env": {
"API_TOKEN": "YOUR_API_TOKEN_HERE"
}
}
}
}
Frequently asked questions
ApeRAG is categorized under Search & Data Extraction and uses a remote HTTP/SSE transport. Brightdata MCP belongs to Search & Data Extraction and uses a local stdio subprocess. Pick ApeRAG for search & data extraction work and Brightdata MCP for search & data extraction.
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.
ApeRAG is listed as free. Auth: api key required. Brightdata MCP is listed as freemium — a free tier with paid plans. Auth: api key required. 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 apecloud-aperag and luminati-io-brightdata-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, ApeRAG has a quality signal of 55/100 (Good) with 3 views, 0 installs and 1,322 GitHub stars. Brightdata MCP has 69/100 (Great) with 4 views, 0 installs and 2,685 GitHub stars.