Hallucination Detector Prover Connector for AI agents.
1 live capability
Verify every claim with specific citations and evidence-based confidence scores.
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Why people use Hallucination Detector Prover
Hallucination Detector Prover for Rigorous Fact-Checking
This Connector flips that script. Instead of you hunting for the truth, the agent is forced to present the truth with the receipts attached. You get a structured breakdown of sources, confidence levels, and clear boundaries, so you can move on to your next task immediately.
What Vinkius changes
You get verifiable evidence instead of plausible fiction.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Verifying Medical Research
A researcher asks about a new drug.
- Real-world use case 02
Financial Market Analysis
An analyst checks market cap trends.
- Real-world use case 03
Technical Documentation
A developer asks about API limits.
Complete set · 1capability
The complete Hallucination Detector Prover capability set.
These are the exact actions your AI can choose when you ask it to work with Hallucination Detector Prover.
01
1 capability in this set.
Part of 1 available through Hallucination Detector Prover.
- 01 Capability
Validate hallucination grounding
Forces the agent to provide citations, confidence levels, and fact-opinion labels for every claim. It ensures the output is grounded in verifiable evidence.
Set up in minutes
One URL. Then ask Hallucination Detector Prover to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Hallucination Detector Prover from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Hallucination Detector Prover, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Hallucination Detector Prover for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Hallucination Detector Prover URL.
- Step 03
Save and start
Save the connection and enable Hallucination Detector Prover in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"hallucination-detector-prover": {
"url": "https://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Hallucination Detector Prover
Open Agent mode in chat and ask: "Using Hallucination Detector Prover, help me...". 1 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"hallucination-detector-prover": {
"url": "https://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Hallucination Detector Prover
Ask Copilot: "Using Hallucination Detector Prover, help me...". 1 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"hallucination-detector-prover": {
"url": "https://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Hallucination Detector Prover
Open Cascade and ask: "Using Hallucination Detector Prover, help me...". 1 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"hallucination-detector-prover": {
"url": "https://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Hallucination Detector Prover
Ask Cline: "Using Hallucination Detector Prover, help me...". 1 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add hallucination-detector-prover --transport http "https://edge.vinkius.com/vk_preview_vDQP8rsjOjnTGJSK3m5NZIgbd5iLRTOGta25N4jN/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Hallucination Detector Prover
Ask Claude: "Using Hallucination Detector Prover, show me...". 1 tools are ready
Where the request belongs
Work Hallucination Detector Prover can move forward.
This is for professionals who cannot afford to be wrong. It's for researchers, legal teams, and analysts who need to verify every single data point before it hits a final report.
Research Analyst
Uses this to cross-reference claims across multiple white papers and ensure every statistic has a real DOI.
Legal Professional
Checks that every claim in a brief is backed by a specific, real-world statute or case rather than a summary.
Content Strategist
Verifies "expert opinions" and "studies" before publishing to avoid retractions or misinformation.
When one Connector is not enough
Carry the request into a workflow.
Combine Hallucination Detector Prover with the systems that finish the task.
View all recipesBuild the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
Critical Thinking Prover
AI agents accept premises without questioning, analyze from one perspective, cherry-pick evidence, ignore consequences, and present uncertainty as certainty. This capability forces rigor: surface assumptions, apply competing frameworks, weigh counterevidence, trace ripple effects, bound confidence.
Yakunashi-Safety Gate
LLMs hallucinate confidently when context is missing. This capability enforces epistemic calibration: map required preconditions, audit information sufficiency, detect speculation (yakunashi), and trigger safe folding (Beta-Ori) when data is missing.
Galileo Experimental Prover
Your AI accepted a claim because 'the documentation recommends it.' That is authority deference. not evidence. Galileo did not accept Aristotle's 2,000-year claim that heavier objects fall faster. He dropped two masses from the Tower of Pisa. This capability forces authority questioning, experimental design, variable control, outcome prediction, and belief revision.
Marilyn vos Savant Probabilistic Clarity Prover
Stop your AI from trusting its gut. force it to check intuition against actual probability before every conclusion.
Social Proof Strength Calculator
Quantify the reliability of testimonials and reviews using specificity and credibility analysis.
Counterfactual-Variant Prover
AI models recite memorized answers to classic puzzles, failing when variables or rules are changed. This capability forces cognitive decontamination: isolate variables, compare prompt rules against standard puzzle templates, execute first-principles logic step-by-step, and prove decontaminated output.
Bring your own AI
Change the model, client or framework. Keep Hallucination Detector Prover connected.
-
Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Hallucination Detector Prover.
The practical details behind the request, access and result.
How does Hallucination Detector Prover stop my AI from lying?
It forces the AI to provide specific citations, like authors and DOIs, for every claim. If it can't find a real source, it is required to admit that it doesn't know the answer rather than guessing.
Can I use Hallucination Detector Prover for medical research?
Yes, it is ideal for medical research because it forces the agent to cite specific journals and peer-reviewed studies, helping you avoid fabricated medical claims.
How does it handle opinions vs facts?
The Connector requires the agent to explicitly label every statement. If the AI provides a subjective judgment, it must be tagged as an opinion so you can distinguish it from verifiable data.
Does Hallucination Detector Prover check for internal contradictions?
Yes, it cross-references claims across the entire response. This ensures that a fact stated in the beginning of a summary doesn't get contradicted in a later paragraph.
Why should I use Hallucination Detector Prover instead of just asking for sources?
Standard prompts often result in the AI making up fake sources. This Connector uses a structured reflection capability to ensure the citations provided are actually verifiable and grounded in reality.
What happens if the AI doesn't know a fact?
Instead of hallucinating, the AI is forced to state its knowledge boundaries. It will tell you if the information is outside its training data or if it lacks the necessary access to provide a certain fact.
What counts as a verifiable source?
Author or organization, publication name, date, and DOI or URL. 'Studies show' is rejected. 'Smith et al., Nature 2024, doi:10.1038/...' is accepted.
How does confidence calibration work?
The engine requires per-claim confidence with evidence quality: '90% confident (3 peer-reviewed sources)' instead of 'definitely' or '100% certain'.
Can it detect self-contradictions?
Yes. It rejects circular self-validation like 'as I said' and demands explicit cross-referencing by paragraph and claim number.
One connection away
Give your agent a direct line to Hallucination Detector Prover.
Connect Hallucination Detector Prover once. Keep it beside 5,900+ managed Connectors when the next task needs more.
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