GoAI Moat Competitor AI Signals
REMOTE · COMP.MCP.GOAIMOAT.COM · SCANNED SEP 29
Detect a company quiet AI adoption via 7 public signals and a TSI score.
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 Security57
- 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 3 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 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 Usability70
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 416 tokens (~138/item across 3 items; 3 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 Management17
- Stability observed for 5 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage83
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 40% of tool parameters carry a description.Partial
- 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 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
How do I install the GoAI Moat Competitor AI Signals MCP server?
GoAI Moat Competitor AI Signals is a hosted endpoint at https://comp.mcp.goaimoat.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 · comp.mcp.goaimoat.com
claude mcp add --transport http com-goaimoat-competitor-signals 'https://comp.mcp.goaimoat.com/mcp'
{
"mcpServers": {
"com-goaimoat-competitor-signals": {
"url": "https://comp.mcp.goaimoat.com/mcp"
}
}
} {
"servers": {
"com-goaimoat-competitor-signals": {
"type": "http",
"url": "https://comp.mcp.goaimoat.com/mcp"
}
}
} [mcp_servers.com-goaimoat-competitor-signals] url = "https://comp.mcp.goaimoat.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"com-goaimoat-competitor-signals": {
"type": "remote",
"url": "https://comp.mcp.goaimoat.com/mcp",
"enabled": true
}
}
} openclaw mcp add com-goaimoat-competitor-signals --url 'https://comp.mcp.goaimoat.com/mcp' --transport streamable-http
mcp_servers:
com-goaimoat-competitor-signals:
url: "https://comp.mcp.goaimoat.com/mcp" {
"McpServers": {
"com-goaimoat-competitor-signals": {
"Transport": "http",
"Url": "https://comp.mcp.goaimoat.com/mcp"
}
}
} assistant mcp add com-goaimoat-competitor-signals -t streamable-http -u 'https://comp.mcp.goaimoat.com/mcp'
{
"mcpServers": {
"com-goaimoat-competitor-signals": {
"type": "http",
"url": "https://comp.mcp.goaimoat.com/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 +1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 26 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.
- 25 Sept 26 −3
- 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 65
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 29 Sept 2026 · Probed https://comp.mcp.goaimoat.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=goaimoat.com | CN=YE1,O=Let's Encrypt,C=US | 24 Sept 2026 | 23 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 5809d6369c90f6bc543dafdb576eccea677 |
| SANs: brief.goaimoat.com, comp.mcp.goaimoat.com, contacts.mcp.goaimoat.com, content.mcp.goaimoat.com, goaimoat.com, intel.mcp.goaimoat.com, mcp.goaimoat.com, www.goaimoat.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 comp.mcp.goaimoat.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| goaimoat.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 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://comp.mcp.goaimoat.com/mcp | Verified | 200 | |
| http (plaintext) | http://comp.mcp.goaimoat.com/mcp | HTTPS enforced | 301 | https://comp.mcp.goaimoat.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 →
generate_brief Generate Brief ~129
生成《你的竞争对手正在用 AI 做什么》定制简报框架（先给价值、不吓唬）。 返回 4-6 页简报的结构骨架，含已观察信号的事实性陈述；未观察项不虚构。
| Name | Type | Req | Description |
|---|---|---|---|
| competitor | string | yes | 目标企业名称（简报对象）。 |
| string | – | – | |
| license_key | string | – | – |
| signals | – | yes | 其同品类竞对（或它自身）的七类信号观测结果，格式同 score_tsi。 |
Structured output declared, but exposes no named fields.
No examples provided.
get_signal_framework Get Signal Framework ~53
返回「七类公开信号」完整框架：信号、数据源、含义、权重、检测方法。免费。
| Name | Type | Req | Description |
|---|---|---|---|
| string | – | – | |
| license_key | string | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
score_tsi Score Tsi ~138
对一家企业算 TSI 转型活跃度指数并分级。 signals 传七类信号的观测结果（每类 observed/unobserved/unknown）， 格式：list[dict]（如 [{"id":"ai_hiring","status":"observed"}, ...]） 或 dict{id: status}（如 {"ai_hiring":"observed","alibaba_store":"unobserved", ...}）。
| Name | Type | Req | Description |
|---|---|---|---|
| competitor | string | yes | 目标企业名称。 |
| string | – | – | |
| license_key | string | – | – |
| signals | – | yes | 七类信号观测结果（见上）。 |
Structured output declared, but exposes no named fields.
No examples provided.
What is the GoAI Moat Competitor AI Signals MCP server?
GoAI Moat Competitor AI Signals is an MCP server listed in the public MCP registry as com.goaimoat/competitor-signals. Detect a company quiet AI adoption via 7 public signals and a TSI score. This page covers its hosted endpoint (https://comp.mcp.goaimoat.com/mcp).
Is the GoAI Moat Competitor AI Signals MCP server safe to use?
GoAI Moat Competitor AI Signals scores 64 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 GoAI Moat Competitor AI Signals MCP server expose?
GoAI Moat Competitor AI Signals exposes 3 tools: get_signal_framework, score_tsi, generate_brief. Their descriptions and schemas cost roughly 320 tokens of context every time the server is loaded.
Does the GoAI Moat Competitor AI Signals MCP server require authentication?
No. We connected to GoAI Moat Competitor AI Signals without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the GoAI Moat Competitor AI Signals MCP server still maintained?
GoAI Moat Competitor AI Signals is still listed as active in the MCP registry. We last reached this channel on 29 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.