Agent Economy Index · MCP census · probed 2026-09-29 · JSON
io.github.JcJamet/ia-qa-toolbox
Verdict: 33 tool description(s) carry model-directed, hidden, secret-material or exfiltration patterns. Endpoint https://www.ia-qa.com/mcp. Latency 10,510 ms.
Tools (152 fingerprinted)
| tool | description length | flags | first seen | last seen |
|---|---|---|---|---|
ab_test_report | 200 | 2026-09-29 | 2026-09-29 | |
analyze_diff_bugs | 612 | 2026-09-29 | 2026-09-29 | |
analyze_responses | 611 | 2026-09-29 | 2026-09-29 | |
base64_decode | 151 | 2026-09-29 | 2026-09-29 | |
base64_encode | 166 | 2026-09-29 | 2026-09-29 | |
bias_detect | 303 | secret_material | 2026-09-29 | 2026-09-29 |
bm25_score | 243 | 2026-09-29 | 2026-09-29 | |
build_rag_prompt | 210 | 2026-09-29 | 2026-09-29 | |
calculate_readability | 173 | 2026-09-29 | 2026-09-29 | |
case_convert | 178 | 2026-09-29 | 2026-09-29 | |
check_contrast_ratio | 116 | 2026-09-29 | 2026-09-29 | |
color_convert | 236 | 2026-09-29 | 2026-09-29 | |
compare_models | 183 | 2026-09-29 | 2026-09-29 | |
compare_responses | 439 | secret_material | 2026-09-29 | 2026-09-29 |
consistency_check | 463 | secret_material | 2026-09-29 | 2026-09-29 |
context_window_check | 167 | 2026-09-29 | 2026-09-29 | |
conversation_analyze | 176 | 2026-09-29 | 2026-09-29 | |
cookie_security_audit | 590 | 2026-09-29 | 2026-09-29 | |
cors_checker | 250 | 2026-09-29 | 2026-09-29 | |
cors_test | 597 | secret_material | 2026-09-29 | 2026-09-29 |
cot_analyzer | 205 | 2026-09-29 | 2026-09-29 | |
count_code_lines | 160 | 2026-09-29 | 2026-09-29 | |
count_tokens | 274 | 2026-09-29 | 2026-09-29 | |
create_confluence_page | 244 | 2026-09-29 | 2026-09-29 | |
cron_parse | 131 | 2026-09-29 | 2026-09-29 | |
cron_validator | 235 | 2026-09-29 | 2026-09-29 | |
decode_jwt | 270 | 2026-09-29 | 2026-09-29 | |
detect_language | 249 | 2026-09-29 | 2026-09-29 | |
detect_secrets | 231 | secret_material | 2026-09-29 | 2026-09-29 |
diff_mappings | 541 | 2026-09-29 | 2026-09-29 | |
diff_text | 302 | 2026-09-29 | 2026-09-29 | |
embedding_similarity | 428 | secret_material | 2026-09-29 | 2026-09-29 |
env_parse | 298 | secret_material | 2026-09-29 | 2026-09-29 |
escape_html | 221 | 2026-09-29 | 2026-09-29 | |
estimate_llm_cost | 232 | 2026-09-29 | 2026-09-29 | |
extract_json_from_text | 275 | 2026-09-29 | 2026-09-29 | |
extract_json_path | 171 | 2026-09-29 | 2026-09-29 | |
extract_links | 181 | 2026-09-29 | 2026-09-29 | |
extract_todos | 183 | 2026-09-29 | 2026-09-29 | |
fetch_confluence_page | 205 | secret_material | 2026-09-29 | 2026-09-29 |
fetch_jira_issue | 242 | secret_material | 2026-09-29 | 2026-09-29 |
fetch_veille_feed | 444 | 2026-09-29 | 2026-09-29 | |
few_shot_formatter | 161 | 2026-09-29 | 2026-09-29 | |
find_tool | 298 | 2026-09-29 | 2026-09-29 | |
fix_gherkin | 340 | 2026-09-29 | 2026-09-29 | |
flatten_json | 180 | 2026-09-29 | 2026-09-29 | |
format_bytes | 175 | 2026-09-29 | 2026-09-29 | |
format_json | 407 | 2026-09-29 | 2026-09-29 | |
format_table | 290 | 2026-09-29 | 2026-09-29 | |
function_call_validate | 201 | 2026-09-29 | 2026-09-29 | |
generate_ci_workflow | 604 | secret_material | 2026-09-29 | 2026-09-29 |
generate_curl | 180 | 2026-09-29 | 2026-09-29 | |
generate_eval_yaml | 365 | secret_material | 2026-09-29 | 2026-09-29 |
generate_hmac | 209 | secret_material | 2026-09-29 | 2026-09-29 |
generate_html_report | 250 | 2026-09-29 | 2026-09-29 | |
generate_json_ld | 203 | 2026-09-29 | 2026-09-29 | |
generate_password | 231 | secret_material | 2026-09-29 | 2026-09-29 |
generate_slug | 248 | 2026-09-29 | 2026-09-29 | |
generate_test_cases | 680 | 2026-09-29 | 2026-09-29 | |
generate_uuid | 244 | 2026-09-29 | 2026-09-29 | |
get_testing_guidelines | 808 | 2026-09-29 | 2026-09-29 | |
guardrail_test | 191 | 2026-09-29 | 2026-09-29 | |
hallucination_check | 766 | secret_material | 2026-09-29 | 2026-09-29 |
hash_text | 255 | secret_material | 2026-09-29 | 2026-09-29 |
html_to_markdown | 181 | 2026-09-29 | 2026-09-29 | |
http_status_lookup | 447 | 2026-09-29 | 2026-09-29 | |
identify_caller | 199 | 2026-09-29 | 2026-09-29 | |
jira_to_test_suite | 368 | secret_material | 2026-09-29 | 2026-09-29 |
json_diff | 505 | 2026-09-29 | 2026-09-29 | |
json_schema_generate | 373 | 2026-09-29 | 2026-09-29 | |
json_schema_validate | 321 | 2026-09-29 | 2026-09-29 | |
json_to_csv | 141 | 2026-09-29 | 2026-09-29 | |
json_to_yaml | 153 | 2026-09-29 | 2026-09-29 | |
latency_benchmark | 162 | 2026-09-29 | 2026-09-29 | |
levenshtein_distance | 196 | 2026-09-29 | 2026-09-29 | |
lint_commit_message | 214 | 2026-09-29 | 2026-09-29 | |
list_llm_models | 286 | 2026-09-29 | 2026-09-29 | |
list_local_tests | 193 | 2026-09-29 | 2026-09-29 | |
llm_fit_finder | 222 | secret_material | 2026-09-29 | 2026-09-29 |
llm_format_check | 187 | 2026-09-29 | 2026-09-29 | |
llm_generate | 368 | secret_material | 2026-09-29 | 2026-09-29 |
llm_json_schema_check | 192 | 2026-09-29 | 2026-09-29 | |
llm_output_validator | 239 | 2026-09-29 | 2026-09-29 | |
lorem_ipsum | 204 | 2026-09-29 | 2026-09-29 | |
mcp_schema_lint | 187 | 2026-09-29 | 2026-09-29 | |
mcp_server_evaluate | 311 | 2026-09-29 | 2026-09-29 | |
mcp_server_health_check | 202 | 2026-09-29 | 2026-09-29 | |
merge_json | 196 | 2026-09-29 | 2026-09-29 | |
metamorphic_check | 943 | 2026-09-29 | 2026-09-29 | |
minify_js | 227 | 2026-09-29 | 2026-09-29 | |
mock_from_schema | 265 | 2026-09-29 | 2026-09-29 | |
model_info | 252 | 2026-09-29 | 2026-09-29 | |
multimodal_eval_guide | 299 | 2026-09-29 | 2026-09-29 | |
needle_haystack_generate | 256 | secret_material | 2026-09-29 | 2026-09-29 |
normalize_vector | 171 | 2026-09-29 | 2026-09-29 | |
normalize_whitespace | 186 | 2026-09-29 | 2026-09-29 | |
number_base_convert | 119 | 2026-09-29 | 2026-09-29 | |
openapi_validate | 454 | 2026-09-29 | 2026-09-29 | |
optimize_prompt_tokens | 206 | secret_material | 2026-09-29 | 2026-09-29 |
parse_csv | 447 | 2026-09-29 | 2026-09-29 | |
parse_http_headers | 205 | 2026-09-29 | 2026-09-29 | |
post_jira_comment | 224 | 2026-09-29 | 2026-09-29 | |
pr_gatekeeper | 432 | secret_material | 2026-09-29 | 2026-09-29 |
prompt_injection_scan | 802 | model_directed | 2026-09-29 | 2026-09-29 |
prompt_template_fill | 169 | 2026-09-29 | 2026-09-29 | |
prompt_test_suite | 202 | model_directed | 2026-09-29 | 2026-09-29 |
rag_relevance_rank | 156 | 2026-09-29 | 2026-09-29 | |
rate_tool | 497 | 2026-09-29 | 2026-09-29 | |
redact_pii | 249 | 2026-09-29 | 2026-09-29 | |
regex_test | 486 | 2026-09-29 | 2026-09-29 | |
rerank_evaluate | 860 | secret_material | 2026-09-29 | 2026-09-29 |
response_quality_score | 512 | 2026-09-29 | 2026-09-29 | |
run_eval_contract | 265 | 2026-09-29 | 2026-09-29 | |
run_pr_gate_pipeline | 614 | 2026-09-29 | 2026-09-29 | |
run_semantic_tests | 341 | secret_material | 2026-09-29 | 2026-09-29 |
run_vlm_test_suite | 489 | secret_material | 2026-09-29 | 2026-09-29 |
run_vlm_test_suite_batch | 362 | secret_material | 2026-09-29 | 2026-09-29 |
sandbox_scenario | 882 | url_in_description | 2026-09-29 | 2026-09-29 |
score_geo_signals | 248 | 2026-09-29 | 2026-09-29 | |
search_jira_issues | 226 | secret_material | 2026-09-29 | 2026-09-29 |
secret_scan | 439 | secret_material | 2026-09-29 | 2026-09-29 |
security_headers_check | 588 | 2026-09-29 | 2026-09-29 | |
shield_analyze | 900 | 2026-09-29 | 2026-09-29 | |
similarity_score | 271 | secret_material | 2026-09-29 | 2026-09-29 |
sort_lines | 131 | 2026-09-29 | 2026-09-29 | |
split_chunks | 133 | 2026-09-29 | 2026-09-29 | |
ssl_certificate_check | 352 | 2026-09-29 | 2026-09-29 | |
strip_markdown | 271 | 2026-09-29 | 2026-09-29 | |
system_prompt_builder | 183 | model_directed | 2026-09-29 | 2026-09-29 |
test_skill | 434 | model_directed,secret_material | 2026-09-29 | 2026-09-29 |
text_stats | 488 | 2026-09-29 | 2026-09-29 | |
timestamp_convert | 227 | 2026-09-29 | 2026-09-29 | |
token_budget_calculator | 163 | model_directed | 2026-09-29 | 2026-09-29 |
toxicity_scan | 385 | 2026-09-29 | 2026-09-29 | |
transform_json_array | 242 | 2026-09-29 | 2026-09-29 | |
truncate_to_tokens | 280 | 2026-09-29 | 2026-09-29 | |
unescape_html | 242 | 2026-09-29 | 2026-09-29 | |
url_decode | 147 | 2026-09-29 | 2026-09-29 | |
url_encode | 182 | 2026-09-29 | 2026-09-29 | |
validate_agent_trajectory | 942 | 2026-09-29 | 2026-09-29 | |
validate_email | 204 | 2026-09-29 | 2026-09-29 | |
validate_mcp_response | 200 | 2026-09-29 | 2026-09-29 | |
validate_url | 124 | 2026-09-29 | 2026-09-29 | |
vector_quantize | 232 | 2026-09-29 | 2026-09-29 | |
vector_similarity | 215 | 2026-09-29 | 2026-09-29 | |
vector_stats | 204 | 2026-09-29 | 2026-09-29 | |
web_security_audit | 551 | 2026-09-29 | 2026-09-29 | |
webhook_endpoint_create | 245 | 2026-09-29 | 2026-09-29 | |
webhook_endpoint_requests | 178 | 2026-09-29 | 2026-09-29 | |
word_frequency | 191 | 2026-09-29 | 2026-09-29 | |
xml_to_json | 167 | 2026-09-29 | 2026-09-29 | |
yaml_to_json | 280 | 2026-09-29 | 2026-09-29 |
Tool changes (0)
| when | tool | kind |
|---|---|---|
| none yet |
Probe history
2026-09-29 ok (152 tools)
Depend on this server? Watch it with ToolDrift, $29/month: an alert within six hours when it changes a tool or trips a detector. Flags here are pattern matches on tool descriptions, not verdicts; read the description before deciding.
Run this server? Show today's check on your README or site with a badge that refreshes daily: 
<a href="https://index.agentexchange.work/mcp-server/io.github.JcJamet%2Fia-qa-toolbox"><img src="https://index.agentexchange.work/badge/mcp/io.github.JcJamet%2Fia-qa-toolbox.svg" alt="MCP server check by agentexchange.work"></a>
Claim this server — prove you operate
www.ia-qa.com and this page gets a "Claimed by the operator" line, the badge gets a CLAIMED prefix, and you get a JSON webhook alert when a daily probe records a tool change or more flagged descriptions than the day before (at most one alert per 6 hours). No account, no email, nothing to install.
- Put a text file at
https://www.ia-qa.com/.well-known/agentexchange-claim.txtwhose entire content is exactlyio.github.JcJamet/ia-qa-toolbox. - Submit this form. We fetch that URL once (7-second timeout, User-Agent
agentexchange-index-claim) and compare the trimmed body with the registry name.
Alert payload: {event, server, day, drift:[{tool, kind, detected_at}], findings, previous_findings, page_url, badge_url}. Public list of claims (names and hosts only): /v1/claims.json.
Run this server? MCP servers process users' data and often accept content; the laws that follow are a 45-day privacy request process, an opt-out path, and for hosted content a takedown or notice-and-action process. Check your site free or get a hosted desk.
Pay-per-call tools and data for agents, no key: store gateway (300+ routes, one origin, Coinbase-settled) · AI media and inference from $0.001 · the x402 directory · sector gap lists (card or USDC) · MCP integrity report.