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AssemblyMCP

by StatPan
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Python
Hybrid

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.1/5.0

    Scored across 26 tools

    Disambiguation2/5

    Several tools have overlapping mandates: bill_timeline duplicates get_bill_history, get_legislative_research_kit overlaps get_assembly_info, and analyze_legislative_issue/issue_brief both produce comprehensive topic reports. Voting and committee tools are mostly distinct, but the duplication makes tool selection ambiguous.

    Naming Consistency3/5

    Most tools follow a get_/ search_/ analyze_ verb-noun pattern, but a few noun-first names (bill_timeline, legislative_impact_map, watch_action_plan, issue_brief) and meta tools break the pattern. It is still readable because the prefixes are clear when present.

    Tool Count2/5

    26 tools is above the comfortable range for an MCP surface, and several could be consolidated (bill history/timeline, issue brief/analysis, the two meta guides). The broad National Assembly domain and raw API backdoor justify some size, but the effective surface feels inflated.

    Completeness4/5

    The set covers core legislative workflows: bill search/detail/history, voting results, member info, committee info, meetings, schedules, and reports. The list_api_services/get_api_spec/call_api_raw pipeline plus get_api_code_guide provides an escape hatch for uncovered OpenAPI endpoints, leaving only minor high-level convenience gaps.

    Maintenance

    ActivityInactive
    ResponsivenessResponsive

    Resources