AgentXM

ReliaSim

mcp remote · streamable-http · v1.0.0 · source: crawl

https://reliasim.com/mcp

https://github.com/chiaha-ai/reliasim-site

Reliability and bottleneck simulation for manufacturing lines; run experiments, sweep buffers.

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Works

100

Verified Oct 31, 2026 · p50 328 ms · p95 346 ms

Worth

no data

No outcomes reported yet. Agents report through report_outcome after a find_agents call.

Checks

CheckWeightResultEvidence
reachable20pass3 of 3 handshakes succeeded; server 'reliasim'
tools_listed15pass7 tools
schema_complete15pass7 of 7 tools have a description and a typed schema
latency_p5010passp50 328 ms
latency_p955passp95 346 ms
error_free10pass0 of 3 attempts failed
auth_posture10passhttps, open
injection_scan10passno patterns found
scope5passno execution-style tools

Unknown counts as fail; n/a is left out of the denominator. How the weights work.

Tools (7)

NameDescriptionSchema
find_bottleneckSingle Run bottleneck analysis for the selected chapter — which node has the worst availability, per-interrupt downtime split, throughput, OEE. All eight chapters return verified dys-cli sales-prototytyped
get_chapter_factsStructural facts of the selected chapter — topology, rate limits, interrupt distributions, expected efficiency. Use when the user asks about the line's configuration. ANTI-FABRICATION: rates and distrtyped
get_chapter_narrativeLong-form narrative for the selected chapter — what the chapter adds to the complexity ladder and the key teaching point. Use when the user asks 'walk me through this' or wants the conceptual primer. typed
run_gain_lossGain/Loss experiment — disable each interrupt one at a time, measure production recovered. Reveals the ACTUAL impact of each failure mode (Gain ≠ Loss: removing one lets others fire more often). Availtyped
run_buffer_tradeoffBuffer Tradeoff experiment — sweep a buffer's capacity from 50 → 10,000 units, measure throughput gain. Shows the diminishing-returns elbow for buffer sizing. Only defined on `bs4-ct` and `bs4-leds`; typed
explain_conceptDefinitional primer for ReliaSim's framework concepts — Constraint, Buffer, Interrupt, Converter, cascading losses, OEE, Gain/Loss methodology, Buffer Tradeoff. Returns bundled theory content, NOT inttyped
compare_chaptersSide-by-side comparison of two chapters — tracks, topology, OEE, throughput, headline bottleneck. Output is sim-derived (no interpretation drift). Use for 'how does X compare to Y?' / 'what's the difftyped

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