AARF Utility Network
REMOTE · MCP.QOLAPPS.ORG · SCANNED SEP 28
Paid AI utilities for web comparison, code checks, document extraction, security, and research.
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 → Why this is hard to score →
Endpoint Security74
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- 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 Usability53
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 1241 tokens (~82/item across 15 items; 15 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management40
- Stability observed for 12 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 15 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 15 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
How do I install the AARF Utility Network MCP server?
AARF Utility Network is a hosted endpoint at https://mcp.qolapps.org/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · mcp.qolapps.org
claude mcp add --transport http org-qolapps-aarf-utility-network 'https://mcp.qolapps.org/mcp'
{
"mcpServers": {
"org-qolapps-aarf-utility-network": {
"url": "https://mcp.qolapps.org/mcp"
}
}
} {
"servers": {
"org-qolapps-aarf-utility-network": {
"type": "http",
"url": "https://mcp.qolapps.org/mcp"
}
}
} [mcp_servers.org-qolapps-aarf-utility-network] url = "https://mcp.qolapps.org/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"org-qolapps-aarf-utility-network": {
"type": "remote",
"url": "https://mcp.qolapps.org/mcp",
"enabled": true
}
}
} openclaw mcp add org-qolapps-aarf-utility-network --url 'https://mcp.qolapps.org/mcp' --transport streamable-http
mcp_servers:
org-qolapps-aarf-utility-network:
url: "https://mcp.qolapps.org/mcp" {
"McpServers": {
"org-qolapps-aarf-utility-network": {
"Transport": "http",
"Url": "https://mcp.qolapps.org/mcp"
}
}
} assistant mcp add org-qolapps-aarf-utility-network -t streamable-http -u 'https://mcp.qolapps.org/mcp'
{
"mcpServers": {
"org-qolapps-aarf-utility-network": {
"type": "http",
"url": "https://mcp.qolapps.org/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.
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 24 Sept 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.
- 22 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 20 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 18 Sept 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.
- 17 Sept 26 0
- Stability: unverified → 0.03 ▲ functional
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 28 Sept 2026 · Probed https://mcp.qolapps.org/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=mcp.qolapps.org | CN=Amazon RSA 2048 M01,O=Amazon,C=US | 16 Sept 2026 | 1 Apr 2027 | RSA 2048 | SHA256-RSA | f0d646b8b37d3c78d880236d1bb2cc8 |
| SANs: mcp.qolapps.org | ||||||
| CN=Amazon RSA 2048 M01,O=Amazon,C=US (CA) | CN=Amazon Root CA 1,O=Amazon,C=US | 23 Aug 2022 | 23 Aug 2030 | RSA 2048 | SHA256-RSA | 77312380b9d6688a33b1ed9bf9ccda68e0e0f |
| CN=Amazon Root CA 1,O=Amazon,C=US (CA) | CN=Starfield Services Root Certificate Authority - G2,O=Starfield Technologies\, Inc.,L=Scottsdale,ST=Arizona,C=US | 25 May 2015 | 31 Dec 2037 | RSA 2048 | SHA256-RSA | 67f944a2a27cdf3fac2ae2b01f908eeb9c4c6 |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of mcp.qolapps.org. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| org. | present | 26974 | 8 | Verified |
| qolapps.org. | 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 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp.qolapps.org/mcp | Verified | 200 | |
| http (plaintext) | http://mcp.qolapps.org/mcp | HTTPS enforced | 301 | https://mcp.qolapps.org/mcp |
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
citation_research_pack Citation Research Pack ~66
Collect relevant evidence from supplied public sources and return source-linked snippets that agents can cite and verify. Use when an agent needs evidence-ranked excerpts from supplied public sources. Price: $0.35 per research pack.
| Name | Type | Req | Description |
|---|---|---|---|
| question | string | yes | – |
| sources | array | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| answerable | boolean | yes | – |
| limitation | string | yes | – |
| question | string | yes | – |
| sources | array | yes | – |
| warnings | array | yes | – |
No examples provided.
code_diff_verifier Code Diff Verifier ~118
Review a source-code diff for likely bugs, missing tests, compatibility problems, unsafe migrations, and security-relevant mistakes. Returns structured findings with file/line evidence and confidence. Use before merging a patch when you want a quick static check for bugs, security, and missing tests. Price: $0.25 per diff.
| Name | Type | Req | Description |
|---|---|---|---|
| context | string | – | – |
| diff | string | yes | – |
| focus | array | – | – |
| framework | string | – | – |
| language | string | – | – |
| testOutput | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| confidence | number | yes | – |
| findings | array | yes | – |
| limitation | string | yes | – |
| missingTests | array | yes | – |
| positiveNotes | array | yes | – |
| verdict | string | yes | – |
No examples provided.
data_cleaner CSV and JSON Cleaner ~85
Normalize, trim, validate, and deduplicate tabular CSV or JSON data for reliable agent workflows. Use when JSON or CSV-like data needs normalization, trimming, or duplicate removal. Price: $0.08 per dataset.
| Name | Type | Req | Description |
|---|---|---|---|
| data | string | yes | – |
| deduplicateBy | array | – | – |
| format | string | yes | – |
| requiredColumns | array | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| changes | array | yes | – |
| data | string | yes | – |
| format | string | yes | – |
| rowsIn | integer | yes | – |
| rowsOut | integer | yes | – |
| warnings | array | yes | – |
No examples provided.
dependency_risk_scanner Dependency and License Risk Scanner ~87
Inspect dependency manifests for missing versions, risky install scripts, unknown licenses, and policy issues without claiming to replace a live CVE database. Use when a manifest needs static checks for dependency, license, and policy risk. Price: $0.35 per dependency manifest.
| Name | Type | Req | Description |
|---|---|---|---|
| allowedLicenses | array | – | – |
| ecosystem | string | – | – |
| files | array | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| dependencies | array | yes | – |
| ecosystem | string | yes | – |
| findings | array | yes | – |
| limitation | string | yes | – |
| score | number | yes | – |
No examples provided.
document_structured_extractor Document Structured Extractor ~94
Extract structured fields and source evidence from supported documents using task-specific profiles such as tenders, invoices, contract dates, and privacy policies. Returns schema-validated JSON with confidence and page/source references. Use when you need named fields extracted from an invoice or other document with evidence. Price: $0.05 per document.
| Name | Type | Req | Description |
|---|---|---|---|
| fields | array | – | – |
| profile | string | yes | – |
| source | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| evidenceRequired | boolean | yes | – |
| fields | object | yes | – |
| profile | string | yes | – |
| truncatedByBudget | boolean | yes | – |
| warnings | array | yes | – |
No examples provided.
document_table_extractor Document Table Extractor ~77
Extract Markdown, CSV, and plain-text tables into clean structured rows for agents and business workflows. Use when a text or Markdown document contains tables that an agent needs as structured rows. Price: $0.15 per document.
| Name | Type | Req | Description |
|---|---|---|---|
| document | string | yes | – |
| format | string | – | – |
| headerRow | boolean | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| limitation | string | yes | – |
| tables | array | yes | – |
| totalRows | integer | yes | – |
| warnings | array | yes | – |
No examples provided.
document_validator Document Validator ~77
Check invoices, contracts, tenders, and text documents for required fields and source evidence before downstream automation. Use when a text document must be checked against a known profile such as an invoice. Price: $0.25 per document.
| Name | Type | Req | Description |
|---|---|---|---|
| profile | string | yes | – |
| requiredFields | array | – | – |
| text | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| checks | array | yes | – |
| limitation | string | yes | – |
| missingFields | array | yes | – |
| profile | string | yes | – |
| valid | boolean | yes | – |
| warnings | array | yes | – |
No examples provided.
invoice_receipt_matcher Invoice and Receipt Matcher ~77
Compare invoice and receipt text for matching document numbers and totals with a configurable amount tolerance. Use when an invoice and receipt must be compared for amount and identifier mismatches. Price: $0.20 per match.
| Name | Type | Req | Description |
|---|---|---|---|
| amountTolerance | number | – | – |
| invoiceText | string | yes | – |
| receiptText | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| differences | array | yes | – |
| invoiceNumber | – | yes | – |
| invoiceTotal | – | yes | – |
| limitation | string | yes | – |
| matched | boolean | yes | – |
| receiptTotal | – | yes | – |
| score | number | yes | – |
No examples provided.
migration_safety_auditor Migration Safety Auditor ~100
Analyze Postgres, Supabase Postgres, or Prisma/Postgres migration SQL for destructive operations, lock/data-loss risk, backwards-compatibility hazards, rollback issues, and safer sequencing. Returns structured findings with evidence and confidence. Use before applying a database migration to identify destructive or risky steps. Price: $0.25 per migration.
| Name | Type | Req | Description |
|---|---|---|---|
| context | object | – | – |
| dialect | string | yes | – |
| migration | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| findings | array | yes | – |
| risk | string | yes | – |
| rollbackNotes | array | yes | – |
| safeSequence | array | yes | – |
| score | number | yes | – |
| unknowns | array | yes | – |
No examples provided.
openapi_agent_auditor OpenAPI Agent-Readiness Auditor ~81
Audit an OpenAPI document for complete schemas, useful examples, stable operation IDs, clear descriptions, and payment/authentication discoverability. Use before publishing an API to find missing schemas, examples, operation IDs, and agent-facing guidance. Price: $0.20 per API specification.
| Name | Type | Req | Description |
|---|---|---|---|
| baseUrl | string | – | – |
| spec | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| agentReadiness | array | yes | – |
| format | string | yes | – |
| issues | array | yes | – |
| limitation | string | yes | – |
| operations | array | yes | – |
| score | number | yes | – |
| valid | boolean | yes | – |
No examples provided.
pii_secret_redactor PII and Secret Redactor ~84
Detect and redact common personal data and credentials from text, JSON, and source code without sending content to a model. Use before sharing logs, documents, tickets, or code that may contain personal data or secrets. Price: $0.15 per text.
| Name | Type | Req | Description |
|---|---|---|---|
| format | string | – | – |
| redactionStyle | string | – | – |
| text | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| count | integer | yes | – |
| findings | array | yes | – |
| limitation | string | yes | – |
| redacted | string | yes | – |
| types | array | yes | – |
No examples provided.
semantic_web_diff Semantic Web Diff ~59
Compare two webpage versions and return only meaningful content changes as structured JSON. Filters cosmetic DOM churn, tracking IDs, timestamps, and other noise. Use when you need to distinguish meaningful webpage changes from layout noise. Price: $0.02 per comparison.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| changes | array | yes | – |
| confidence | number | yes | – |
| ignoredNoise | array | yes | – |
| meaningfulChange | boolean | yes | – |
| severity | string | yes | – |
| summary | string | yes | – |
No examples provided.
url_to_agent_markdown URL to Agent Markdown ~75
Fetch a public webpage and return compact agent-ready Markdown, canonical metadata, tables, and important links while removing navigation, scripts, cookie UI, and layout clutter. Use when you need readable content from a public webpage without navigation or page clutter. Price: $0.01 per page.
| Name | Type | Req | Description |
|---|---|---|---|
| url | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| author | – | yes | – |
| canonicalUrl | string | yes | – |
| links | array | yes | – |
| markdown | string | yes | – |
| metadata | object | yes | – |
| publishedAt | – | yes | – |
| quality | object | yes | – |
| tables | array | yes | – |
| title | – | yes | – |
| url | string | yes | – |
No examples provided.
website_accessibility_auditor Website Accessibility Auditor ~62
Check public HTML for common accessibility failures including missing image text, labels, page language, headings, and link names. Use when HTML needs a fast heuristic accessibility review before publishing. Price: $0.20 per page audit.
| Name | Type | Req | Description |
|---|---|---|---|
| source | – | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| checksRun | integer | yes | – |
| issues | array | yes | – |
| limitation | string | yes | – |
| score | number | yes | – |
No examples provided.
website_change_monitor Website Change Monitor ~99
Fetch a public webpage, normalize its readable text, and report whether it changed against a caller-supplied baseline. Use when an agent needs to fetch a public page and compare it with a previous baseline. Price: $0.03 per page check.
| Name | Type | Req | Description |
|---|---|---|---|
| baselineKey | string | – | – |
| focusTerms | array | – | – |
| previousContent | string | – | – |
| saveBaseline | boolean | – | – |
| url | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| changed | boolean | yes | – |
| contentPreview | string | yes | – |
| currentHash | string | yes | – |
| fetchedBytes | integer | yes | – |
| matchedTerms | array | yes | – |
| summary | string | yes | – |
| url | string | yes | – |
No examples provided.
What is the AARF Utility Network MCP server?
AARF Utility Network is an MCP server listed in the public MCP registry as org.qolapps/aarf-utility-network. Paid AI utilities for web comparison, code checks, document extraction, security, and research. This page covers its hosted endpoint (https://mcp.qolapps.org/mcp).
Is the AARF Utility Network MCP server safe to use?
AARF Utility Network scores 70 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the AARF Utility Network MCP server expose?
AARF Utility Network exposes 15 tools: semantic_web_diff, migration_safety_auditor, document_structured_extractor, url_to_agent_markdown, code_diff_verifier, and 10 more. Their descriptions and schemas cost roughly 1,241 tokens of context every time the server is loaded.
Does the AARF Utility Network MCP server require authentication?
No. We connected to AARF Utility Network without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the AARF Utility Network MCP server still maintained?
AARF Utility Network is still listed as active in the MCP registry. We last reached this channel on 28 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.