Evidence infrastructure for agents: source-backed company verification and beta import assessment.
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Scored across 7 tools
The three active tools (factrail_assess, factrail_verify, factrail_capabilities) have distinct purposes: import assessment vs. company verification vs. capability discovery. However, the three deprecated tools (analyze_company, assess_import, verify_french_company) are explicit aliases of factrail_verify and factrail_assess respectively, creating intentional overlap that could confuse agents without careful reading.
The active tools follow a 'factrail_' prefix with mixed verb/noun structure (factrail_assess, factrail_verify, factrail_capabilities, factrail_get_receipt), which is fairly consistent. But the deprecated tools use entirely different conventions (analyze_company, assess_import, verify_french_company) with no prefix, breaking the pattern.
Seven tools is a reasonable number for the scope, but three of them are deprecated compatibility shims, leaving only four unique operations. This makes the effective tool surface feel thin and cluttered with legacy aliases.
The active tools cover capability discovery, company verification, import assessment, and result auditing, which is a coherent core. However, the deprecated tools expose unavailable data (financial/credit) or partial results, and there is no clear CRUD or lifecycle management beyond verify/assess/get_receipt.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
analyze_company1 field changedInput schema / properties / company_name / descriptionPrevious value: -"Company legal name for lookup."New value: +"Optional caller-provided display name; it is echoed without verification."factrail_assess4 fields changedInput schema / properties / parameters / properties / assessment_dateAdded value: +{
+ "anyOf": [
+ {
+ "format": "date",
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "default": null,
+ "description": "Optional TARIC effective/simulation date; availability depends on the installed snapshot.",
+ "title": "Assessment Date"
+}Output schema / $defs / Fact / properties / support_levelAdded value: +{
+ "$ref": "#/$defs/SupportLevel",
+ "default": "supported"
+}Output schema / $defs / SupportLevelAdded value: +{
+ "description": "How strongly a fact is supported, independent of numeric confidence.",
+ "enum": [
+ "authoritative",
+ "supported",
+ "derived_supported",
+ "derived_provisional",
+ "curated",
+ "caller_input"
+ ],
+ "title": "SupportLevel",
+ "type": "string"
+}Output schema / properties / schema_version / defaultPrevious value: -"1.1"New value: +"1.2"factrail_capabilitiesfactrail_get_receipt3 fields changedOutput schema / $defs / Fact / properties / support_levelAdded value: +{
+ "$ref": "#/$defs/SupportLevel",
+ "default": "supported"
+}Output schema / $defs / SupportLevelAdded value: +{
+ "description": "How strongly a fact is supported, independent of numeric confidence.",
+ "enum": [
+ "authoritative",
+ "supported",
+ "derived_supported",
+ "derived_provisional",
+ "curated",
+ "caller_input"
+ ],
+ "title": "SupportLevel",
+ "type": "string"
+}Output schema / properties / schema_version / defaultPrevious value: -"1.1"New value: +"1.2"factrail_verify3 fields changedOutput schema / $defs / Fact / properties / support_levelAdded value: +{
+ "$ref": "#/$defs/SupportLevel",
+ "default": "supported"
+}Output schema / $defs / SupportLevelAdded value: +{
+ "description": "How strongly a fact is supported, independent of numeric confidence.",
+ "enum": [
+ "authoritative",
+ "supported",
+ "derived_supported",
+ "derived_provisional",
+ "curated",
+ "caller_input"
+ ],
+ "title": "SupportLevel",
+ "type": "string"
+}Output schema / properties / schema_version / defaultPrevious value: -"1.1"New value: +"1.2"analyze_companyfactrail_assessfactrail_get_receiptfactrail_verifyassess_importverify_french_companySource-traced evidence research for AI agents. We organise the evidence; you decide.
Machine-native utility network: verified evidence services for autonomous agents.
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