The Aggregate — LLM benchmark aggregate vs Shadcn Ui MCP Server
A side-by-side look at the The Aggregate — LLM benchmark aggregate and Shadcn Ui MCP Server MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
T
The Aggregate — LLM benchmark aggregateAggregators · Remote HTTP/SSEFused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily.51GoodAuth: not declaredVerdict: choose The Aggregate — LLM benchmark aggregate for aggregators work over a hosted endpoint; choose Shadcn Ui MCP Server for developer tools as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
TChoose The Aggregate — LLM benchmark aggregate when
- You need dedicated capabilities in the Aggregators domain.
- You prefer a remote HTTP/SSE transport.
- You want tools like
get_leaderboard, search_models, get_model.
Choose Shadcn Ui MCP Server when
- You need dedicated capabilities in the Developer Tools domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: API key required.
- You have the keys it needs:
MCP_TRANSPORT_MODE, MCP_PORT, MCP_HOST, MCP_CORS_ORIGINS, GITHUB_PERSONAL_ACCESS_TOKEN, UI_LIBRARY. - You want tools like
get_component, get_component_demo, list_components.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | T The Aggregate — LLM benchmark aggregate | |
|---|---|---|
| Category | Aggregators | Developer Tools |
| Quality signal | 51/100 · Good | 72/100 · Great |
| Install command | Confirmed | Confirmed |
| Transport | Remote HTTP/SSE | Local subprocess (stdio) |
| Auth | Not declared | API key required |
| Pricing | Not declared | Free |
| Required env vars | None listed | MCP_TRANSPORT_MODEMCP_PORTMCP_HOSTMCP_CORS_ORIGINSGITHUB_PERSONAL_ACCESS_TOKENUI_LIBRARY |
| Verified owner | Community listing | Community listing |
| GitHub stars | — | 3,068 |
| Directory activity | 0 views 0 installs 0 upvotes | 3 views 0 installs 0 upvotes |
| Tools | 8 | 10 |
| Full listing | View The Aggregate — LLM benchmark aggregate | View Shadcn Ui MCP Server |
Tools & capabilities
The Aggregate — LLM benchmark aggregate tools 8
get_leaderboardTop of the cross-benchmark aggregate ranking: every model placed on one rating scale by an IRT model fit over public benchmark leaderboards (call about_the_aggregate for the current coverage counts). One row per model by default, fused across reasoning-effort settings. Supports paging via limit/offset.search_modelsFind ranked models by (partial) name or provider. Returns rank, Aggregate Rating and the model page URL. One row per model by default, fused across reasoning-effort settings.get_modelOne model in depth: aggregate rank, Aggregate Rating with standard error, provider, what it is, cost per task where known, and its most notable benchmark results (with percentiles).compare_modelsHead-to-head between 2-4 models: aggregate ranks, rating gap with a significance note based on the standard errors, and notable benchmarks they share.search_benchmarksFind benchmarks in the aggregate by (partial) name. Returns model coverage, difficulty on the rating scale, and the benchmark page URL.get_benchmarkOne benchmark in depth: what it measures, the original source leaderboard URL, IRT stats (difficulty, noise, model coverage), skill weights, and the current top models on it.get_prediction_duelGuesswork — the public prediction duel: every day frontier LLMs and The Aggregate's own IRT model predict newly scraped benchmark scores before seeing them, and the errors are scored. Returns the current monthly standings, wins and losses included.about_the_aggregateWhat this data is: how the IRT fusion works, current coverage counts, update cadence, and how to cite it.
Shadcn Ui MCP Server tools 10
get_componentGet the source code for a specific shadcn/ui v4 componentget_component_demoGet demo code illustrating how a shadcn/ui v4 component should be usedlist_componentsGet all available shadcn/ui v4 componentsget_component_metadataGet metadata for a specific shadcn/ui v4 componentget_directory_structureGet the directory structure of the shadcn-ui v4 repositoryget_blockGet source code for a specific shadcn/ui v4 block (e.g., calendar-01, dashboard-01)list_blocksGet all available shadcn/ui v4 blocks with categorizationapply_themeApply a TweakCN theme preset to the projectlist_themesList available tweakcn themesget_themeGet details of a specific tweakcn theme
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.
The Aggregate — LLM benchmark aggregate
{
"mcpServers": {
"the-aggregate-llm-benchmark-aggregate-2": {
"url": "https://theaggregate.ai/mcp"
}
}
}
Shadcn Ui MCP Server
{
"mcpServers": {
"jpisnice-shadcn-ui-mcp-server": {
"command": "npx",
"args": [
"-y",
"@jpisnice/shadcn-ui-mcp-server"
],
"env": {
"MCP_TRANSPORT_MODE": "YOUR_MCP_TRANSPORT_MODE_HERE",
"MCP_PORT": "YOUR_MCP_PORT_HERE",
"MCP_HOST": "YOUR_MCP_HOST_HERE",
"MCP_CORS_ORIGINS": "YOUR_MCP_CORS_ORIGINS_HERE",
"GITHUB_PERSONAL_ACCESS_TOKEN": "YOUR_GITHUB_PERSONAL_ACCESS_TOKEN_HERE",
"UI_LIBRARY": "YOUR_UI_LIBRARY_HERE"
}
}
}
}
Frequently asked questions
The Aggregate — LLM benchmark aggregate is categorized under Aggregators and uses a remote HTTP/SSE transport. Shadcn Ui MCP Server belongs to Developer Tools and uses a local stdio subprocess. Pick The Aggregate — LLM benchmark aggregate for aggregators work and Shadcn Ui MCP Server for developer tools.
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.
The Aggregate — LLM benchmark aggregate has no declared pricing — check the project's own site. Shadcn Ui MCP Server is listed as free. 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 the-aggregate-llm-benchmark-aggregate-2 and jpisnice-shadcn-ui-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, The Aggregate — LLM benchmark aggregate has a quality signal of 51/100 (Good) with 0 views, 0 installs and 0 GitHub stars. Shadcn Ui MCP Server has 72/100 (Great) with 3 views, 0 installs and 3,068 GitHub stars.