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

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...

Performance

Tool

Calls

mcp_server_evaluate

267

estimate_llm_cost

226

json_diff

194

web_security_audit

145

analyze_diff_bugs

132

levenshtein_distance

131

llm_generate

109

rate_tool

model_info

escape_html

run_eval_contract

fetch_confluence_page

hash_text

text_stats

list_llm_models

find_tool

parse_csv

url_decode

number_base_convert

test_skill

identify_caller

get_testing_guidelines

count_tokens

lorem_ipsum

color_convert

check_contrast_ratio

generate_uuid

security_headers_check

fetch_veille_feed

redact_pii

merge_json

xml_to_json

multimodal_eval_guide

base64_encode

generate_slug

build_rag_prompt

system_prompt_builder

normalize_vector

truncate_to_tokens

token_budget_calculator

validate_email

openapi_validate

format_json

llm_output_validator

url_encode

detect_secrets

extract_todos

word_frequency

compare_models

generate_html_report

analyze_responses

base64_decode

html_to_markdown

vector_stats

split_chunks

unescape_html

secret_scan

parse_http_headers

validate_agent_trajectory

diff_text

list_local_tests

calculate_readability

extract_json_path

count_code_lines

env_parse

generate_eval_yaml

mcp_server_health_check

normalize_whitespace

generate_password

strip_markdown

timestamp_convert

generate_test_cases

cookie_security_audit

rag_relevance_rank

format_table

decode_jwt

regex_test

detect_language

minify_js

ssl_certificate_check

consistency_check

vector_similarity

llm_fit_finder

vector_quantize

shield_analyze

cron_parse

validate_url

llm_json_schema_check

embedding_similarity

cors_test

generate_curl

hallucination_check

latency_benchmark

run_pr_gate_pipeline

transform_json_array

similarity_score

case_convert

json_to_yaml

generate_json_ld

cron_validator

prompt_injection_scan

needle_haystack_generate

score_geo_signals

Total

2,529

Uptime (30d)99.8%

Latency (30d)596ms p50

Integrate

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

Create API key Manage 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"}'

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

Performance

Usage

Integrate

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

Performance

Performance

Usage

Top Clients

Daily Sessions

Usage

Integrate

Performance

Usage

Top Clients

Daily Sessions