Deduped AI use cases
REMOTE · DEDUPEDAI.COM
AI use cases with steps and agent prompts for hot GitHub AI repos, plus daily AI news. No key.
Available components
Last scanned (6 hours ago)
Scores higher than 56% of remote servers
Reachable. Last reached 23 Oct 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 Usability65
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 275 tokens (~68/item across 4 items; 4 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management3
- Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage87
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 60% 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 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
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.
- 23 Oct 26 0
- Stability: unverified → 0.03 ▲ functional
- 22 Oct 26 67
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 23 Oct 2026 · Probed https://dedupedai.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=dedupedai.com | CN=WE1,O=Google Trust Services,C=US | 14 Oct 2026 | 12 Jan 2027 | ECDSA 256 | ECDSA-SHA256 | 596cd3282edba190e4c10841155cd1c |
| SANs: dedupedai.com | ||||||
| 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 |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of dedupedai.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| dedupedai.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://dedupedai.com/mcp | Verified | 200 | |
| http (plaintext) | http://dedupedai.com/mcp | HTTPS enforced | 301 | https://dedupedai.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 →
get_use_case ~64
One use case: who it is for, steps, a copy-paste agent prompt, requirements, risks, caveat and the repo url.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Use case id from search_use_cases, e.g. owner-repo--use-case-slug |
No output schema declared.
No examples provided.
hot_repos ~41
The hottest AI repos on GitHub right now (last 90 days, best first), with a plain-English line each.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
No output schema declared.
No examples provided.
search_use_cases ~100
Search Deduped's catalog of practical AI use cases generated from hot GitHub AI repos. Returns ids, titles, summaries and page urls. Then call get_use_case for steps and an agent prompt.
| Name | Type | Req | Description |
|---|---|---|---|
| category | string | – | Optional category filter, e.g. Research, Content, Software and DevOps |
| limit | integer | – | – |
| query | string | yes | The task, e.g. 'turn PDFs into a searchable knowledge base' |
No output schema declared.
No examples provided.
today_news ~30
Today's deduped AI news brief: the top stories, each once, with category and a short summary.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
How do I install the Deduped AI use cases MCP server?
Deduped AI use cases is a hosted endpoint at https://dedupedai.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 · dedupedai.com
claude mcp add --transport http com-dedupedai-deduped-mcp 'https://dedupedai.com/mcp'
What is the Deduped AI use cases MCP server?
Deduped AI use cases is an MCP server listed in the public MCP registry as com.dedupedai/deduped-mcp. AI use cases with steps and agent prompts for hot GitHub AI repos, plus daily AI news. No key. This page covers its hosted endpoint (https://dedupedai.com/mcp).
Is the Deduped AI use cases MCP server safe to use?
Deduped AI use cases scores 67 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 Deduped AI use cases MCP server expose?
Deduped AI use cases exposes 4 tools: search_use_cases, get_use_case, hot_repos, today_news. Their descriptions and schemas cost roughly 235 tokens of context every time the server is loaded.
Does the Deduped AI use cases MCP server require authentication?
No. We connected to Deduped AI use cases without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Deduped AI use cases MCP server still maintained?
Deduped AI use cases is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.