Leaderboard/newton
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

newton

pipeworx.io/packs/newton↗|v0.1.0

Newton MCP — wraps the Newton math solver API (free, no auth)

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
239.6ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 24ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 239ms, task completion: 100%
Skills
simplify

Simplify a mathematical expression (e.g., "2^2+2(2)" → "8"). Supports standard algebraic notation.

derive

Compute the derivative of a mathematical expression with respect to x (e.g., "x^2" → "2 x")

integrate

Compute the indefinite integral of a mathematical expression with respect to x (e.g., "x^2" → "(1/3)x^3")

factor

Factor a polynomial expression (e.g., "x^2-1" → "(x-1)(x+1)", "x^2+3x+2" → "(x+1)(x+2)")

Tools
4 tools verified via live probe
verified 11m ago
Server: pipeworx-gatewayVersion: 0.1.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Apr 5, 2026success24.5msPass
Apr 5, 2026success70.9msPass
Apr 5, 2026success24msPass
Apr 5, 2026success309.2msPass
Apr 5, 2026success16.9msPass
Apr 5, 2026success39.1msPass
Apr 5, 2026success19.5msPass
Apr 5, 2026success34.6msPass
Apr 5, 2026success29.8msPass
Apr 5, 2026success239.6msPass
Source Registries
mcp-registry
First Seen
Apr 3, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 5, 2026
newton — Chiark Agent Quality Index