simulate-monte-carlo
REMOTE · SIMULATE-MONTE-CARLO.ENCODARI.WORKERS.DEV · SCANNED AUG 21
Real Monte Carlo simulation of a compound event/conditional probability. Paid via x402.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →
Endpoint Security46
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 1 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement. View diagnostics → Unverified
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability58
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 321 tokens (~321/item across 1 items; 1 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management33
- Stability observed for 10 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · simulate-monte-carlo.encodari.workers.dev
claude mcp add --transport http encodi-simulate-monte-carlo https://simulate-monte-carlo.encodari.workers.dev/mcp
[mcp_servers.encodi-simulate-monte-carlo] url = "https://simulate-monte-carlo.encodari.workers.dev/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"encodi-simulate-monte-carlo": {
"type": "remote",
"url": "https://simulate-monte-carlo.encodari.workers.dev/mcp",
"enabled": true
}
}
} openclaw mcp add encodi-simulate-monte-carlo --url https://simulate-monte-carlo.encodari.workers.dev/mcp --transport streamable-http
mcp_servers:
encodi-simulate-monte-carlo:
url: "https://simulate-monte-carlo.encodari.workers.dev/mcp" {
"mcpServers": {
"encodi-simulate-monte-carlo": {
"type": "http",
"url": "https://simulate-monte-carlo.encodari.workers.dev/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 20 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
- 19 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 16 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 14 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 13 Aug 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 12 Aug 26 0
- Stability: unverified → 0.03 ▲ functional
- 11 Aug 26 55
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 21 Aug 2026 · Probed https://simulate-monte-carlo.encodari.workers.dev/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=encodari.workers.dev | CN=WE1,O=Google Trust Services,C=US | 10 Aug 2026 | 8 Nov 2026 | ECDSA 256 | ECDSA-SHA256 | 674cb95b4a104ee10efee9f8b6684bb8 |
| SANs: encodari.workers.dev, *.encodari.workers.dev | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
DNSSEC insecure
Validation of simulate-monte-carlo.encodari.workers.dev. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| dev. | present | 60074 | 8 | Verified |
| workers.dev. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://simulate-monte-carlo.encodari.workers.dev/mcp | Verified | 200 | |
| http (plaintext) | http://simulate-monte-carlo.encodari.workers.dev/mcp | Inconclusive | 405 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
simulate_monte_carlo Simulate a compound event or conditional probability (Monte Carlo) ~321
Actually draws random samples from real distributions and counts outcomes, instead of a model guess about a probability. Declare named random variables (uniform, normal, bernoulli, binomial, poisson, exponential, discrete), an "event" boolean expression over those variable names (e.g. "a > 0.5 && b == 1"), and an optional "condition" expression to estimate a conditional probability P(event | condition) by rejection sampling. Event/condition expressions are parsed and evaluated by a small built-in interpreter (arithmetic, comparisons, &&/||/!, min/max/abs) — no arbitrary code execution. Returns the estimated probability, a 95% confidence interval, and the seed used (pass the same seed back to reproduce the exact result). Costs $0.03 USDC (Base) per call.
| Name | Type | Req | Description |
|---|---|---|---|
| condition | string | – | Optional boolean expression; if given, the result is P(event | condition), estimated only over trials where this is true. |
| event | string | yes | Boolean expression over the variable names, evaluated each trial (e.g. "a + b > 10", "x == 1 && y < 0.2"). |
| seed | integer | – | Optional PRNG seed for a reproducible run. If omitted, a random seed is generated and returned in the output. |
| trials | integer | – | Number of trials to run. Default 10000, between 100 and 100000. |
| variables | array | yes | Random variables to sample each trial. Max 10. |
| Name | Type | Req | Description |
|---|---|---|---|
| condition_successes | – | yes | Number of trials where condition was true. null if no condition was given. |
| confidence_interval_95 | – | yes | Approximate 95% confidence interval [low, high] via the normal approximation. |
| error | – | yes | Error or warning message. null if none. |
| event_successes | number | yes | Number of trials (or condition-matching trials) where event was true. |
| probability | – | yes | Estimated P(event) or P(event | condition). null if invalid, or if condition matched zero trials. |
| seed_used | number | yes | The PRNG seed used — pass it back as `seed` to reproduce this exact result. |
| standard_error | – | yes | Estimated standard error of the probability estimate. |
| trials_run | number | yes | Number of trials actually simulated (0 if valid is false). |
| valid | boolean | yes | false if the input (variables, expressions, limits) was invalid. |
No examples provided.