Leaderboard/toolroute - Intelligent Automated LLM Routing
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

toolroute - Intelligent Automated LLM Routing

smithery.ai/grossiweb/toolroute↗

Your agent shouldn't have to guess which model or tool to use. ToolRoute does it automatically - and gets it right. Tell it what you need. Get back the best MCP server + LLM for that exact task, ranked by real execution data from 132+ benchmark runs. Not GitHub stars. Not vibes. → "Scrape competitor pricing and store to database" firecrawl-mcp + supabase-mcp + DeepSeek V3 · $0.003/run → "Draft a cold email to a Series B founder" Claude 3.5 Sonnet · creative_writing tier → "What did the Fed announce yesterday?" exa-mcp-server + Gemini Flash · $0.0002/run Works with Cursor, Claude Desktop, Windsurf, Cline, and any OpenRouter-compatible model. Drop it in, it routes everything else. The more agents use it, the smarter it gets. Report an outcome, earn credits. Credits improve your routing priority. toolroute.io · docs · @toolroute/sdk on npm

47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.3%
P95 Latency
766.2ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 207ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 766ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 16, 2026success207.3msPass
Apr 16, 2026success281msPass
Apr 16, 2026success207.6msPass
Apr 16, 2026success559.7msPass
Apr 16, 2026success200.3msPass
Apr 16, 2026timeout0msFail
Apr 16, 2026timeout0msFail
Apr 16, 2026success259msPass
Apr 16, 2026success219.8msPass
Apr 16, 2026success711.5msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 18, 2026
Last Probed
Apr 16, 2026