Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, system composition. Connect the official ReliaStats MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http reliastats https://reliastats.com/mcp/v1Run in your terminal, then restart Claude Code.
ReliaStats · https://reliastats.com/mcp/v1
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “explain_reliability_basics”: Return a textbook-tier explainer of reliability fundamentals: the four reliability functions R(t)/F(t)/f(t)/h(t), MTBF vs MTTF vs MTTR, the.”
“Use “explain_distributions_for_reliability”: Return a textbook-tier distribution zoology for reliability work: why Weibull is the default, the shape-parameter β table mapping β-ranges t.”
“Use “explain_advanced_reliability_patterns”: Return a textbook-tier explainer of advanced reliability patterns: censored data (right/left/interval — the rule not the exception), Maximum.”
“Use “explain_pi_vs_ci_for_validation”: Return the specific explainer for the ReliaStats Interrupt Validation scatter chart's red y=x / blue 95% Prediction Interval / teal 99% Conf.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how ReliaStats holds up.
Operated by ReliaStats (reliastats.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If ReliaStats adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose ReliaStats in the gate directory. No sign-in needed.
ReliaStats's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
explain_reliability_basics — Return a textbook-tier explainer of reliability fundamentals: the four reliability functions R(t)/F(t)/f(t)/h(t), MTBF vs MTTF vs MTTR, the
explain_distributions_for_reliability — Return a textbook-tier distribution zoology for reliability work: why Weibull is the default, the shape-parameter β table mapping β-ranges t
explain_advanced_reliability_patterns — Return a textbook-tier explainer of advanced reliability patterns: censored data (right/left/interval — the rule not the exception), Maximum
explain_pi_vs_ci_for_validation — Return the specific explainer for the ReliaStats Interrupt Validation scatter chart's red y=x / blue 95% Prediction Interval / teal 99% Conf
interpret_weibull_shape — Given a Weibull shape parameter β (and optionally the characteristic-life parameter η), return a plain-language interpretation: which bathtu
weibull_summary — Given Weibull two-parameter (β, η), return all the closed-form summary statistics: MTTF (η·Γ(1+1/β)), B10 / B50 / B90 life, characteristic l
compute_availability — Given MTBF and MTTR (same time unit), return steady-state availability A = MTBF / (MTBF + MTTR). One-line closed-form, but worth a dedicated
system_reliability — Given per-component reliabilities and a structure ('series' or 'parallel'), return the system reliability. Series = product (all must work).
+ 3 more tools once connected
https://reliastats.com/mcp/v1Yes — ReliaStats operates its own remote MCP server at reliastats.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick ReliaStats in the directory. No account or sign-in is needed. From then on, ReliaStats's tools are available in every client you've connected to gate.
No. ReliaStats runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect ReliaStats in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up ReliaStats in: Claude · Claude Code · ChatGPT · Cursor · VS Code