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    GoldenMatch

    GoldenMatch

    benzsevern/goldenmatch
    •last deployed
    1.2k calls
    99.71% uptime

    Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

    Repository
    github.com/benseverndev-oss/goldenmatch
    Homepage
    github.com/benseverndev-oss/goldenmatch
    Published
    Mar 27, 2026
    Tool Calls

    Performance

    Usage

    Integrate

    Integrate this server via the CLI, MCP SDK, or AI SDK. Smithery handles OAuth, token refresh, and session management for you.

    Create API keyManage Connections

    1. Install Smithery CLI

    2. Create a namespace

    3. Use this server

    # Add this server
    smithery mcp add benzsevern/goldenmatch
    
    # List available tools
    smithery tool list {connection}
    
    # Call a tool
    smithery tool call {connection} {tool_name} '{"key": "value"}'
    78/100
    Tool Calls
    1,238

    Performance

    Tool
    Calls
    agent_explain_pair
    338
    agent_deduplicate
    102
    agent_match_sources
    81
    identity_list
    80
    suggest_pprl
    76
    list_corrections
    67
    identity_resolve
    63
    memory_export
    58
    agent_review_queue
    56
    identity_history
    53
    memory_stats
    53
    identity_conflicts
    52
    agent_explain_cluster
    36
    controller_telemetry
    33
    list_domains
    32
    agent_compare_strategies
    13
    analyze_data
    10
    pprl_link
    9
    explain_match
    8
    match_record
    5
    add_correction
    1
    identity_split
    1
    get_cluster
    1
    scan_quality
    1
    identity_merge
    1
    run_transforms
    1
    get_stats
    1
    fix_quality
    1
    find_duplicates
    1
    learn_thresholds
    1
    list_clusters
    1
    auto_configure
    1
    agent_approve_reject
    1
    Total
    1,238
    Uptime (30d)99.7%
    Latency (30d)174ms p50

    Usage

    Top Clients

    1
    Smithery
    Smithery11
    Total537

    Daily Sessions