swiss-truth-mcp

Verified knowledge base for AI agents via MCP — certified facts with source references, confidence scores, and SHA256 integrity hashes

0 stars PythonOthers Updated Apr 30, 2026

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Documentation

Swiss Truth MCP

> Verified knowledge infrastructure for AI agents — certified facts, not hallucinations.

Swiss Truth is a human + AI validated knowledge base purpose-built for AI agents.

Every fact passes a 5-stage validation pipeline, carries a confidence score, verified source URLs, and a SHA256 integrity hash.

Connect in 30 seconds. No API key required.

Why agents use Swiss Truth

Problem	Swiss Truth Tool
🧠 LLM hallucination on factual questions	`search_knowledge` — 2000+ certified facts, 30 domains
📎 Cannot cite sources or verify citations	`get_citations` — inline + APA with verified URLs
⏰ Stale training data on fast-changing topics	`check_freshness` — detect outdated facts
⚖️ Non-compliant responses in regulated domains	`check_regulatory_compliance` — FINMA, BAG, GDPR, EU AI Act
✅ Verify multiple claims before sending a response	`verify_claims_batch` — up to 20 claims in parallel
🔍 Full response hallucination risk	`verify_response` — low / medium / high risk score

Quick Setup

MCP (Claude Desktop, Cursor, Windsurf, any MCP client)

json

{
  "mcpServers": {
    "swiss-truth": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://swisstruth.org/mcp"]
    }
  }
}

Or directly via HTTP:

json

{
  "mcpServers": {
    "swiss-truth": {
      "type": "http",
      "url": "https://swisstruth.org/mcp"
    }
  }
}

LangChain

bash

pip install swiss-truth-langchain

python

from swiss_truth_langchain import SwissTruthToolkit

toolkit = SwissTruthToolkit()
tools = toolkit.get_tools()  # search, verify, batch verify, citations, freshness, compliance

CrewAI

bash

pip install swiss-truth-crewai

python

from swiss_truth_crewai import SwissTruthSearchTool, SwissTruthVerifyTool
from crewai import Agent

researcher = Agent(
    role="Research Agent",
    tools=[SwissTruthSearchTool(), SwissTruthVerifyTool()]
)

AutoGen

bash

pip install swiss-truth-autogen

python

from swiss_truth_autogen import register_swiss_truth_functions

register_swiss_truth_functions(assistant, user_proxy)
# Adds: search_knowledge, verify_claim, verify_claims_batch, get_knowledge_brief

OpenAI function-calling

python

import requests

tools = requests.get("https://swisstruth.org/openai-tools.json").json()
# Ready-to-use tool definitions for OpenAI API, LlamaIndex, etc.

14 MCP Tools

🔍 Retrieval

Tool	Description
`search_knowledge`	Semantic search over 2000+ certified facts. Auto-detects language (DE/EN/FR/IT/ES/ZH/AR/RU/JA/KO). Returns confidence score, source URLs, SHA256 hash.
`get_claim`	Full provenance for a single claim: validator, institution, review date, SHA256.
`get_knowledge_brief`	Structured, citable knowledge brief optimized for RAG pipelines.
`list_domains`	Browse all 30 knowledge domains with certified claim counts.

✅ Verification

Tool	Description
`verify_claim`	Fact-check a statement: `supported` / `contradicted` / `unknown` with confidence + evidence.
`verify_claims_batch`	Verify up to 20 claims in parallel. Returns per-claim verdict + summary.
`verify_response`	Check a full AI response for hallucination risk: `low` / `medium` / `high`.
`find_contradictions`	Find all certified claims that contradict a statement.

📎 Citation & Quality

Tool	Description
`get_citations`	Properly formatted inline + APA citations with verified source URLs.
`check_freshness`	Detect stale training data. Returns `current` / `changed` / `unknown`.
`check_regulatory_compliance`	Swiss/EU compliance check (FINMA, BAG, GDPR, EU AI Act).

📥 Contribution & Feedback

Tool	Description
`submit_claim`	Submit a missing fact for expert review. Triggers AI pre-screening + URL verification.
`get_claim_status`	Track review pipeline: `draft` → `peer_review` → `certified`.
`report_agent_need`	Report missing domains or features — feedback shapes the roadmap.

30 Knowledge Domains

🇨🇭 Swiss (11): `swiss-health` · `swiss-law` · `swiss-finance` · `swiss-education` · `swiss-energy` · `swiss-transport` · `swiss-politics` · `swiss-agriculture` · `swiss-digital` · `swiss-environment` · `labor-employment`

🇪🇺 EU & Global (6): `eu-law` · `eu-health` · `global-science` · `international-law` · `economics` · `us-law`

🔬 Science & Tech (8): `ai-ml` · `ai-safety` · `quantum-computing` · `cybersecurity` · `biotech` · `renewable-energy` · `space-science` · `blockchain-crypto`

🌍 General (5): `climate` · `world-science` · `world-history` · `mental-health` · `nutrition-food`

Agent Personas

Agent Type	Primary Tools	Use Case
Research Agent	`search_knowledge`, `get_knowledge_brief`, `get_citations`	Ground research in verified facts
Legal Compliance	`search_knowledge`, `check_regulatory_compliance`, `verify_claim`	FINMA, BAG, GDPR, EU AI Act
RAG Pipeline	`get_knowledge_brief`, `search_knowledge`, `get_citations`	Enrich retrieval with validated facts
Fact-Checking	`verify_claim`, `verify_claims_batch`, `verify_response`	Prevent hallucinations
Health Advisory	`search_knowledge`, `check_regulatory_compliance`, `check_freshness`	KVG, Krankenkasse, Swissmedic
Financial Agent	`search_knowledge`, `check_regulatory_compliance`, `verify_claim`	FINMA-compliant information

Discovery Endpoints

Swiss Truth is discoverable by agents and crawlers via standard endpoints:

Endpoint	Standard	Purpose
`/.well-known/mcp.json`	RFC 8615	MCP auto-discovery
`/.well-known/ai-plugin.json`	OpenAI	GPT / Assistants API integration
`/agents.json`	Swiss Truth	Agent capability manifest
`/llms.txt`	llmstxt.org	LLM crawler discovery
`/openai-tools.json`	OpenAI	Function-calling tool definitions

Validation Pipeline

Every claim passes a 5-stage pipeline before certification:

code

Submit → AI Pre-Screen → URL Verification → Expert Review → Peer Review → Certified ✓

SHA256 integrity hash — detect tampering
Blockchain anchoring — weekly Merkle root on-chain
Confidence scoring — multi-dimensional quality score
Auto-renewal — expired claims re-verified daily
EU AI Act compliant — full audit trail

Knowledge Stats

Metric	Value
Certified claims	2000+
Domains	30
Languages	10
Validation stages	5
Human validated	✓
SHA256 integrity	✓
Blockchain anchored	✓
EU AI Act compliant	✓
API key required	✗

Example Queries

code

"Is health insurance mandatory in Switzerland?"
"What does the EU AI Act require for high-risk AI systems?"
"How does RAG reduce LLM hallucinations?"
"What are the FINMA regulations for crypto assets?"
"What is the current status of quantum error correction?"
"How does Swiss mandatory health insurance work?"

Frequently asked questions

What is swiss-truth-mcp?

swiss-truth-mcp is Verified knowledge base for AI agents via MCP — certified facts with source references, confidence scores, and SHA256 integrity hashes

How do I install swiss-truth-mcp?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is swiss-truth-mcp open source?

Yes — it is hosted on GitHub at https://github.com/swisstruthorg/swiss-truth-mcp.

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