AI Dev Analytics vs Llmkit
A side-by-side look at the AI Dev Analytics and Llmkit MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose AI Dev Analytics for monitoring work as a local process; choose Llmkit for monitoring as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose AI Dev Analytics when
- You need dedicated capabilities in the Monitoring domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
Choose Llmkit when
- You need dedicated capabilities in the Monitoring domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: API key required.
- You have the keys it needs:
LLMKIT_API_KEY.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Monitoring | Monitoring |
| Quality signal | 52/100 · Good | 56/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | No auth required | API key required |
| Pricing | Free | Freemium |
| Required env vars | None listed |
Tools & capabilities
AI Dev Analytics tools
No tool names declared yet. Check the project README from the listing page.
Llmkit 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.
AI Dev Analytics
{
"mcpServers": {
"lwtlong-ai-dev-analytics": {
"command": "npx",
"args": [
"-y",
"aida"
]
}
}
}
Llmkit
{
"mcpServers": {
"smigolsmigol-llmkit": {
"command": "npx",
"args": [
"-y",
"@f3d1/llmkit-mcp-server"
],
"env": {
"LLMKIT_API_KEY": "YOUR_LLMKIT_API_KEY_HERE"
}
}
}
}
Frequently asked questions
AI Dev Analytics is categorized under Monitoring and uses a local stdio subprocess. Llmkit belongs to Monitoring and uses a local stdio subprocess. Pick AI Dev Analytics for monitoring work and Llmkit for monitoring.
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.
AI Dev Analytics is listed as free. Auth: no auth required. Llmkit 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 lwtlong-ai-dev-analytics and smigolsmigol-llmkit as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, AI Dev Analytics has a quality signal of 52/100 (Good) with 2 views, 0 installs and 8 GitHub stars. Llmkit has 56/100 (Good) with 2 views, 0 installs and 16 GitHub stars.