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Server Details

Production-grade MCP server for discovering AI agent frameworks, vector databases, LLM gateways, and generating certified Docker Compose deployment stacks

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Status
Unhealthy
Uptime
44.5% over 22 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4/5.0

Scored across 5 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: browsing categories, searching tools, retrieving single tool details, comparing two tools, and generating stack configurations. No overlapping or ambiguous boundaries.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern (compare_tools, generate_agent_stack, get_tool_details, list_categories, search_tools). The naming convention is uniform and predictable.

Tool Count5/5

Five tools is well-scoped for a server that provides AI infrastructure discovery, comparison, and stack generation. Each tool earns its place without redundancy or bloat.

Completeness5/5

The tool surface covers the full workflow: discover categories, search and filter tools, inspect individual tool details, compare tools side-by-side, and generate a complete stack configuration. No obvious dead ends or missing operations for the server's stated purpose.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 5 tool updates
    • First observedcompare_tools
    • First observedgenerate_agent_stack
    • First observedget_tool_details
    • First observedlist_categories
    • First observedsearch_tools

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