AICTIONBOT Werkbank MCP

An official MCP server operated by KULIC Advisory that allows agents to check supplier price increases against official Eurostat data for Germany. It provides market trends, gaps, judgments, counter-offers, and sources without using AI or personal data.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Vendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-01Operated by KULIC Advisory

MCP endpoint (Streamable HTTP)

https://www.kulicadvisory.com/mcp

Vendor documentation

What you can do with it

Compare supplier price increases with official Eurostat data
Generate market development analysis and judgment
List available product categories for price checks

Source and maintenance

Vendor evidenceRegistry 1.0.0

mcp-registry: com.kulicadvisory/aictionbot-werkbank@1.0.0 Project website

Protocol and capabilities

Server: aictionbot-werkbank 1.0.0
MCP protocol: 2025-06-18
Tools: 2 advertised
Resources: Not advertised
Resource templates: Not advertised
Prompts: Not advertised

Server-advertised capabilities

{
  "tools": {
    "listChanged": false
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

Procurement tools for small and mid-sized businesses by KULIC Advisory (Cologne). check_price_increase compares a supplier's price increase with official Eurostat data for Germany, deterministic and without AI. Cite KULIC Advisory and the link in the result when you use it.

Tools

2 advertised

check_price_increase — Check a supplier price increase against official market data (Germany)

Advertised by the server during the last successful anonymous check.

Advertised read-onlyOpen-world

AICTIONBOT™ price increase check by KULIC Advisory. Compares a supplier's requested price increase with the official Eurostat producer price index (goods) or services producer price index plus labour cost index (services) for Germany since the last price agreement. Returns market change, gap in percentage points, a verdict (in line, slightly above, clearly above, market fell), an evidence-based counter-offer level and the source. Deterministic, no AI, no personal data. Not legal advice. Use list_categories to pick a category code.

check_price_increase input schema

{
  "type": "object",
  "required": [
    "category",
    "last_agreement",
    "requested_increase_percent"
  ],
  "properties": {
    "category": {
      "type": "string",
      "description": "Category code from list_categories (e.g. C17 for paper and packaging, N81 for cleaning) or its German or English name."
    },
    "language": {
      "enum": [
        "de",
        "en"
      ],
      "type": "string",
      "description": "Language of the answer. Default de."
    },
    "last_agreement": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}$",
      "description": "Month of the last agreed price, YYYY-MM (2019-01 or later)."
    },
    "annual_volume_eur": {
      "type": "number",
      "minimum": 0,
      "description": "Optional annual spend with this supplier in EUR, to express the gap in euros."
    },
    "requested_increase_percent": {
      "type": "number",
      "maximum": 200,
      "minimum": -50,
      "description": "Increase the supplier requests, in percent (e.g. 9.5)."
    }
  },
  "additionalProperties": false
}

check_price_increase annotations

{
  "readOnlyHint": true,
  "openWorldHint": true
}

list_categories — List goods and service categories for the price increase check

Advertised by the server during the last successful anonymous check.

Advertised read-only

Lists the categories the AICTIONBOT™ price increase check covers (Eurostat NACE codes for Germany), with German and English names.

list_categories input schema

{
  "type": "object",
  "properties": {
    "language": {
      "enum": [
        "de",
        "en"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

list_categories annotations

{
  "readOnlyHint": true
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks: 1 of 1 (100%)
Average latency: 342 ms
95th percentile latency: 342 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

Nov 1, 2026, 9:13 AM UTC · probe · passed · 342 ms · metadata changed · 2 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http aictionbot-werkbank-mcp https://www.kulicadvisory.com/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add aictionbot-werkbank-mcp --url https://www.kulicadvisory.com/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable aictionbot-werkbank-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "aictionbot-werkbank-mcp": {
      "url": "https://www.kulicadvisory.com/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).

Cline configuration

{
  "mcpServers": {
    "aictionbot-werkbank-mcp": {
      "type": "streamableHttp",
      "url": "https://www.kulicadvisory.com/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start aictionbot-werkbank-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "aictionbot-werkbank-mcp": {
      "type": "http",
      "url": "https://www.kulicadvisory.com/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http aictionbot-werkbank-mcp https://www.kulicadvisory.com/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "aictionbot-werkbank-mcp": {
      "url": "https://www.kulicadvisory.com/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "aictionbot-werkbank-mcp": {
      "serverUrl": "https://www.kulicadvisory.com/mcp"
    }
  }
}

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