trinity-research
Fact-check claims against live web sources: verdict, consensus, cited sources, PII redaction.
我該用這個嗎
品質與安全性
發現項目（1）
- LOWTool 'ping' description lacks action verb在 ping 中
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"trinity-research": {
"url": "https://trinity-v2-mcp.fly.dev/mcp"
}
}
}遠端端點
https://trinity-v2-mcp.fly.dev/mcpstreamable-http它能做什麼
工具清單
工具（4）
⚪multi_source_validator(claim, count)
Verify a factual claim against multiple live web sources (Brave). Returns a JSON object with a verdict (supported / contradicted / unverified), a 0-1 consensus score, short reasoning, and the actual cited sources (ref, title, url). Judges only from retrieved sources — never fabricates. 'contradicted' is used only when sources actively assert the opposite; absence of evidence yields 'unverified'.
輸入結構描述
{
"type": "object",
"properties": {
"claim": {
"description": "The factual claim to verify against multiple web sources.",
"type": "string"
},
"count": {
"default": 5,
"description": "How many web sources to consult (default 5, max 10).",
"format": "uint8",
"maximum": 255,
"minimum": 0,
"type": "integer"
}
},
"required": [
"claim"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "Parameters for `multi_source_validator`.",
"title": "ValidatorParams"
}⚪ping(message)
Liveness probe. Returns 'pong' plus any supplied message.
輸入結構描述
{
"type": "object",
"properties": {
"message": {
"default": null,
"description": "Optional message echoed back, to verify round-trip serialization.",
"type": [
"string",
"null"
]
}
},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "Parameters for the `ping` placeholder tool.",
"title": "PingParams"
}🟢privacy_shield_redact(text)
Redact personally identifiable information (PII) from text — emails, phone numbers, IDs, names, etc. Returns the masked text plus a count of what was redacted by type. Privacy-by-default for research workflows.
輸入結構描述
{
"type": "object",
"properties": {
"text": {
"description": "The text to scan and redact for personally identifiable information.",
"type": "string"
}
},
"required": [
"text"
],
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "Parameters for `privacy_shield_redact`.",
"title": "RedactParams"
}⚪structured_brief_synthesizer(format, sources)
Synthesize multiple sources into a structured, cited brief. format: 'synthesis' (narrative), 'summary' (bullets), or 'integrated' (how sources connect). Cites inline as [n]; never invents facts beyond the sources.
輸入結構描述
{
"type": "object",
"properties": {
"format": {
"default": "synthesis",
"description": "Output format: \"synthesis\" (narrative, default), \"summary\" (bullets),\nor \"integrated\" (shows how sources logically connect).",
"type": "string"
},
"sources": {
"description": "Sources to integrate (each with a title and content).",
"items": {
"$ref": "#/$defs/Source"
},
"type": "array"
}
},
"required": [
"sources"
],
"$defs": {
"Source": {
"description": "One input source for synthesis.",
"properties": {
"content": {
"description": "The source text to synthesize from.",
"type": "string"
},
"title": {
"description": "Short title or label for the source.",
"type": "string"
}
},
"required": [
"title",
"content"
],
"type": "object"
}
},
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "Parameters for `structured_brief_synthesizer`.",
"title": "BriefParams"
}社群
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