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    ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox

    ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox

    ia-qa/api
    •last deployed
    2.6k calls
    100% uptime

    IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG ai tools, directly from Cursor, Claude Desktop, Windsurf, or any AI agent without leaving your IDE...

    Homepage
    www.ia-qa.com/mcp-server
    Published
    Apr 1, 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 ia-qa/api
    
    # List available tools
    smithery tool list {connection}
    
    # Call a tool
    smithery tool call {connection} {tool_name} '{"key": "value"}'
    89/100
    Tool Calls
    2,616

    Performance

    Tool
    Calls
    validate_email
    143
    url_decode
    79
    llm_format_check
    72
    generate_slug
    66
    transform_json_array
    57
    token_budget_calculator
    56
    prompt_injection_scan
    55
    llm_json_schema_check
    52
    http_status_lookup
    49
    diff_text
    47
    ssl_certificate_check
    44
    security_headers_check
    44
    validate_url
    43
    format_json
    41
    context_window_check
    41
    regex_test
    40
    lint_commit_message
    40
    find_tool
    39
    base64_decode
    38
    number_base_convert
    38
    generate_curl
    37
    json_to_csv
    36
    parse_http_headers
    34
    generate_password
    33
    cookie_security_audit
    32
    parse_csv
    31
    text_stats
    31
    run_pr_gate_pipeline
    31
    count_tokens
    29
    score_geo_signals
    29
    xml_to_json
    28
    secret_scan
    28
    word_frequency
    26
    llm_generate
    26
    toxicity_scan
    26
    cors_test
    25
    lorem_ipsum
    25
    detect_secrets
    25
    minify_js
    25
    check_contrast_ratio
    25
    extract_todos
    24
    strip_markdown
    24
    llm_output_validator
    24
    decode_jwt
    23
    sort_lines
    23
    shield_analyze
    23
    url_encode
    23
    mcp_schema_lint
    23
    response_quality_score
    23
    redact_pii
    22
    generate_uuid
    22
    system_prompt_builder
    22
    case_convert
    21
    generate_json_ld
    21
    calculate_readability
    21
    count_code_lines
    20
    unescape_html
    20
    consistency_check
    20
    vector_similarity
    20
    rag_relevance_rank
    20
    mock_from_schema
    19
    vector_quantize
    19
    extract_links
    19
    split_chunks
    19
    truncate_to_tokens
    19
    hallucination_check
    19
    conversation_analyze
    19
    compare_responses
    19
    escape_html
    18
    base64_encode
    18
    build_rag_prompt
    18
    html_to_markdown
    17
    guardrail_test
    17
    list_llm_models
    17
    few_shot_formatter
    17
    mcp_server_health_check
    17
    normalize_whitespace
    17
    timestamp_convert
    17
    cot_analyzer
    16
    web_security_audit
    16
    embedding_similarity
    16
    function_call_validate
    15
    levenshtein_distance
    14
    fetch_veille_feed
    12
    extract_json_path
    12
    bm25_score
    11
    estimate_llm_cost
    10
    generate_test_cases
    6
    extract_json_from_text
    5
    json_schema_validate
    5
    json_to_yaml
    4
    analyze_diff_bugs
    4
    normalize_vector
    3
    cron_validator
    3
    pr_gatekeeper
    2
    format_bytes
    2
    flatten_json
    2
    cron_parse
    2
    color_convert
    2
    model_info
    2
    compare_models
    2
    vector_stats
    2
    detect_language
    2
    merge_json
    2
    ab_test_report
    2
    hash_text
    2
    generate_hmac
    2
    json_diff
    2
    webhook_endpoint_requests
    2
    prompt_test_suite
    1
    latency_benchmark
    1
    validate_mcp_response
    1
    prompt_template_fill
    1
    Total
    2,616
    Uptime (30d)100.0%
    Latency (30d)557ms p50

    Usage

    Top Clients

    1
    Smithery
    Smithery278
    2
    Claude Code
    Claude Code77
    Total903

    Daily Sessions