mcpbeat Sign in

WhichModel MCP Server

by which-model Your server? Claim it
not responding

WhichModel is listed as active in the registry but did not answer our last check.

Cost-optimized LLM model routing recommendations for autonomous AI agents

The linked repository no longer exists on GitHub — it was deleted or made private.

Uptime history 91 days of history · worst day 0%
91 days agonow
0.0%
Uptime 24h
0 of 92 checks
—
Tools
hidden behind auth
94 ms
Response time
average over 24h
open, no key
Access
streamable-http

WhichModel does not always answer

Over the last week it answered 0.0% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 0 min ago.

run in your terminal
claude mcp add whichmodel --transport http https://whichmodel.dev/mcp
Settings → Connectors → Add custom connector, then paste this address
https://whichmodel.dev/mcp
~/.codex/config.toml
[mcp_servers.whichmodel]
url = "https://whichmodel.dev/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "whichmodel": {
      "url": "https://whichmodel.dev/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "whichmodel": {
      "type": "http",
      "url": "https://whichmodel.dev/mcp"
    }
  }
}

Endpoints

URLTransportStateLatencyChecked
https://whichmodel.dev/mcp streamable-http answering 94 ms 0 min ago

Alternatives to WhichModel

same job, measured the same way
Tessera MCP Server
by tesseraai

MCP server for Tessera's LLM cost-optimization layer: anchored spend, drift, recommendations.

65 installs/wk local only
MCP Cost Optimizer
by petrovicistefan

Local-first LLM cost analysis and model-switch savings estimates for AI agents.

81 installs/wk local only
Forex Mobile
by klawdik

Forex broker data, comparisons, recommendations & live rates for AI agents.

48 installs/wk local only
Logic Server
by nocturnus

Agent reasoning, memory, and token-optimized context for AI applications.

93 installs/wk local only
Machine Hearts
by trainmyagent

Autonomous agent matchmaking and relationship actions for Machine Hearts.

45 installs/wk local only
Rhizome MCP
by odrin

Local-first MCP server for task tracking and coordination of autonomous AI coding agents.

214 installs/wk local only
distil
by munhq

Context optimization for LLM agents: tool registry, result masking, budgeting, compaction.

72 installs/wk local only
Opentable
by markswendsen-code

MCP server for OpenTable - let AI agents book restaurant reservations and manage dining autonomously

319 installs/wk local only

WhichModel — questions

Answers built from our own checks of this server.

Is WhichModel working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 0 of 92 checks got a reply (0.0%), average response time 94 ms. The bar chart above shows every period we have measured.
Is WhichModel still maintained?
The linked repository no longer exists on GitHub — it was deleted or made private. We show this because it changes what you can expect: an unmaintained server may keep answering for months and then stop without warning.
The registry lists WhichModel as active — why does it not respond?
The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.
How do I connect WhichModel?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does WhichModel need an API key?
No. WhichModel completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. This is what we observed, not what the docs claim.