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MCP Server

IMPOCOR-AI Nexus

io.github.professoryilmaz1/impocor-ai-nexus
AI & Agents Developer Tools Public & reachable MCP 2026-07-28

What this MCP does

Evaluates MCP and tool descriptions, RAG evidence quality, and structured agent outputs, with paid optimization and repair reports.

Capabilities

Tools

6 tools
analyze_tool_description
Free diagnostic for MCP/tool description quality. Use before publishing a tool to identify missing purpose, trigger, input, output and constraint cues.
Read only
Input schema 
{'type': 'object', 'required': ['name', 'description'], 'properties': {'name': {'type': 'string'}, 'description': {'type': 'string'}, 'inputSchema': {'type': 'object'}, 'outputSchema': {'type': 'object'}}}
inspect_rag_evidence
Free evidence-hygiene diagnostic for RAG claims and sources, including citation and recency metadata coverage.
Read only
Input schema 
{'type': 'object', 'required': ['claims', 'sources'], 'properties': {'claims': {'type': 'array', 'items': {'type': 'string'}}, 'sources': {'type': 'array', 'items': {'type': 'object'}}}}
inspect_structured_output
Free inspection of structured agent output against required fields and basic object contracts.
Read only
Input schema 
{'type': 'object', 'required': ['value', 'schema'], 'properties': {'value': {}, 'schema': {'type': 'object'}}}
optimize_tool_description
Paid optimizer for MCP/tool descriptions. Purchase entitlement: https://ai.impocorgroup.com/agent-commerce/buy/mcp-tool-description-qa
Read only
Input schema 
{'type': 'object', 'required': ['name', 'description'], 'properties': {'name': {'type': 'string'}, 'description': {'type': 'string'}, 'inputSchema': {'type': 'object'}, 'outputSchema': {'type': 'object'}, 'entitlementSession': {'type': 'string', 'description': 'Paid LIVE Stripe Checkout session id.'}}}
rag_quality_report
Paid RAG evidence QA report. Purchase entitlement: https://ai.impocorgroup.com/agent-commerce/buy/rag-citation-freshness-qa
Read only
Input schema 
{'type': 'object', 'required': ['claims', 'sources'], 'properties': {'claims': {'type': 'array', 'items': {'type': 'string'}}, 'sources': {'type': 'array', 'items': {'type': 'object'}}, 'entitlementSession': {'type': 'string'}}}
repair_structured_output_plan
Paid structured-output repair plan. Purchase entitlement: https://ai.impocorgroup.com/agent-commerce/buy/structured-output-schema-guard
Read only
Input schema 
{'type': 'object', 'required': ['value', 'schema'], 'properties': {'value': {}, 'schema': {'type': 'object'}, 'entitlementSession': {'type': 'string'}}}
History

Recent tool changes

Added
rag_quality_report
Sept. 17, 2026, 12:49 p.m.
Added
inspect_rag_evidence
Sept. 17, 2026, 12:49 p.m.
Added
repair_structured_output_plan
Sept. 17, 2026, 12:49 p.m.
Added
inspect_structured_output
Sept. 17, 2026, 12:49 p.m.
Added
optimize_tool_description
Sept. 17, 2026, 12:49 p.m.
Added
analyze_tool_description
Sept. 17, 2026, 12:49 p.m.
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