AIWiseRank
REMOTE · AIWISERANK.COM
AI tools ranked by real web traffic, with pricing, free plans, alternatives and LLM API benchmarks.
Available components
Last scanned (2 hours ago)
Scores higher than 64% of remote servers
Reachable. Last reached 5 Nov 2026.
Category AI and Machine Learning
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 Usability71
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 785 tokens (~112/item across 7 items; 7 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 Coverage90
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 69% of tool parameters carry a description.Partial
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 8 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
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.
- 4 Nov 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.
- 2 Nov 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.
- 31 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.
- 30 Oct 26 0
- Tool “best_ai_tools” rewrote its description, which is the text the model reads security
- “best_ai_tools” reworded the description of “category” cosmetic
- “search_ai_tools” reworded the description of “category” cosmetic
- 29 Oct 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.
- 26 Oct 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.
- 25 Oct 26 0
- The server rewrote its instructions, which are the text every model session reads security
- Stability: unverified → 0.03 ▲ functional
- Server version: 1.0.0 → 1.0.1 functional
- 24 Oct 26 70
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 5 Nov 2026 · Probed https://aiwiserank.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=aiwiserank.com | CN=YE1,O=Let's Encrypt,C=US | 16 Sept 2026 | 15 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 590b9fe90a3ac9fd16f052b62f2260e665a |
| SANs: aiwiserank.com, www.aiwiserank.com | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of aiwiserank.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| aiwiserank.com. | 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 |
| Header | Value |
|---|---|
| content-security-policy | upgrade-insecure-requests |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://aiwiserank.com/mcp | Verified | 200 | |
| http (plaintext) | http://aiwiserank.com/mcp | HTTPS enforced | 301 | https://aiwiserank.com/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 →
ai_traffic_report Monthly AI Traffic Report ~64
Which AI tools gained and lost real-world usage in a month: key takeaways, biggest risers and fallers, category momentum. Defaults to the latest month.
| Name | Type | Req | Description |
|---|---|---|---|
| month | string | – | Optional month as YYYY-MM, e.g. "2026-09". |
No output schema declared.
No examples provided.
best_ai_tools Best AI tools in a category ~111
The most-used AI tools in a category, ranked by real web traffic, with pricing and links. Categories: Software Engineering, Design & Creative, AI Models, Writing & Content, Customer Support, Productivity, Marketing & SEO, Data Analytics, Video Production, Sales Intelligence.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | yes | One of: Software Engineering, Design & Creative, AI Models, Writing & Content, Customer Support, Productivity, Marketing & SEO, Data Analytics, Video Production, Sales Intelligence |
| limit | integer | – | – |
No output schema declared.
No examples provided.
compare_ai_tools Compare AI tools ~58
Side-by-side comparison of 2 to 4 AI tools: traffic rank, trend, pricing, free plan, score and alternatives.
| Name | Type | Req | Description |
|---|---|---|---|
| tools | array | yes | Tool names, e.g. ["Cursor", "GitHub Copilot"]. |
No output schema declared.
No examples provided.
get_ai_tool Get AI tool details ~72
Everything AIWiseRank knows about one AI tool: summary, category rank, global traffic rank and 7/30-day trend, pricing and free plan, score, top alternatives and links.
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | Tool name, e.g. "Cursor", "Midjourney", "ElevenLabs". |
No output schema declared.
No examples provided.
list_ai_tool_categories List AI tool categories ~32
The AI tool categories AIWiseRank ranks, with how many tools each has and its most-visited tool.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
llm_api_pricing LLM API prices and benchmarks ~122
API token prices (USD per 1M input/output tokens) for current AI models across providers (OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI and more), with ARC-AGI-2 and SWE-bench Verified scores where published. Sort by cheapest, best ARC-AGI-2 or best SWE-bench.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| provider | string | – | Optional provider name, e.g. "Anthropic", "OpenAI", "Google". |
| sort | string | – | – |
No output schema declared.
No examples provided.
search_ai_tools Search AI tools ~205
Find AI tools for a task or need (e.g. "edit podcast audio", "AI video avatars", "SEO keyword research"), ranked by real web traffic. Optional filters: category, free plan only, max monthly price in USD. Returns tools with pricing, rank and a link to each tool's AIWiseRank page.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | Optional category: Software Engineering, Design & Creative, AI Models, Writing & Content, Customer Support, Productivity, Marketing & SEO, Data Analytics, Video Production, Sales Intelligence |
| free_plan_only | boolean | – | Only tools with a confirmed free plan or free tier. |
| limit | integer | – | – |
| max_monthly_usd | number | – | Budget: only tools whose entry paid plan costs at most this much per month (USD list prices). Tools with a free plan always count as within budget. |
| query | string | yes | What the user wants to do or the kind of tool, in plain words. |
No output schema declared.
No examples provided.
How do I install the AIWiseRank MCP server?
AIWiseRank is a hosted endpoint at https://aiwiserank.com/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 · aiwiserank.com
claude mcp add --transport http vlcode87-aiwiserank 'https://aiwiserank.com/mcp'
What is the AIWiseRank MCP server?
AIWiseRank is an MCP server listed in the public MCP registry as io.github.VLCODE87/aiwiserank. AI tools ranked by real web traffic, with pricing, free plans, alternatives and LLM API benchmarks. This page covers its hosted endpoint (https://aiwiserank.com/mcp).
Is the AIWiseRank MCP server safe to use?
AIWiseRank scores 75 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 AIWiseRank MCP server expose?
AIWiseRank exposes 7 tools: search_ai_tools, get_ai_tool, best_ai_tools, compare_ai_tools, list_ai_tool_categories, and 2 more. Their descriptions and schemas cost roughly 664 tokens of context every time the server is loaded.
Does the AIWiseRank MCP server require authentication?
No. We connected to AIWiseRank without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the AIWiseRank MCP server still maintained?
AIWiseRank is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.