IMPOCOR-AI Nexus

io.github.professoryilmaz1Published by GitHub account professoryilmaz1v0.1.0Updated Oct 24, 2026

Agent-native security, trust, reliability, data and procurement tools for AI workflows.

VerifiedStreamable HTTPWeb executableDeveloper ToolsAI & ML

Overview

AI-generated overview

A remote MCP endpoint offering free diagnostics and paid fixes for tool descriptions, structured agent output, and RAG evidence quality.

What you can do
Diagnose and optimize MCP or tool descriptions, with a free quality check and a paid optimizer for purpose, trigger, input, output and constraint cues. Inspect structured agent output against required fields and basic object contracts, and get a paid repair plan. Check RAG claims and sources for citation and recency metadata coverage, and obtain a paid RAG evidence QA report.
When to use it
Useful when preparing a tool for publication and wanting a description quality check, when validating structured agent output against a schema, or when auditing RAG citations and source freshness before shipping an AI workflow.
Requirements
A remote streamable HTTP endpoint; no local package, environment variables or headers are declared. The paid tools require a purchase entitlement obtained through the provider's agent-commerce pages.
Before you install
Three of the six tools are paid and require buying an entitlement before use; the free tools are diagnostics only. Content submitted for inspection is sent to a third-party remote service, so avoid sending sensitive tool descriptions, outputs or RAG sources.

Installation

In SourceWeft

  1. Open IMPOCOR-AI Nexus in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.professoryilmaz1%2Fimpocor-ai-nexus/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "impocor-ai-nexus": {
      "type": "http",
      "url": "https://ai.impocorgroup.com/mcp"
    }
  }
}

Tools

6

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.

ParametersnamerequireddescriptionrequiredinputSchemaoutputSchema

optimize_tool_description

Paid optimizer for MCP/tool descriptions. Purchase entitlement: https://ai.impocorgroup.com/agent-commerce/buy/mcp-tool-description-qa

ParametersnamerequireddescriptionrequiredinputSchemaoutputSchemaentitlementSession

inspect_structured_output

Free inspection of structured agent output against required fields and basic object contracts.

Parametersvaluerequiredschemarequired

repair_structured_output_plan

Paid structured-output repair plan. Purchase entitlement: https://ai.impocorgroup.com/agent-commerce/buy/structured-output-schema-guard

ParametersvaluerequiredschemarequiredentitlementSession

inspect_rag_evidence

Free evidence-hygiene diagnostic for RAG claims and sources, including citation and recency metadata coverage.

Parametersclaimsrequiredsourcesrequired

rag_quality_report

Paid RAG evidence QA report. Purchase entitlement: https://ai.impocorgroup.com/agent-commerce/buy/rag-citation-freshness-qa

ParametersclaimsrequiredsourcesrequiredentitlementSession

Version history

1
  1. v0.1.0LatestSep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.