Agent Economy Index · MCP census · probed 2026-09-29 · JSON
io.customerdashboard/customerdashboard
Verdict: 5 tool description(s) carry model-directed, hidden, secret-material or exfiltration patterns. Endpoint https://app.customerdashboard.io/mcp. Latency 11,786 ms.
Tools (42 fingerprinted)
| tool | description length | flags | first seen | last seen |
|---|---|---|---|---|
add_customer | 330 | 2026-09-29 | 2026-09-29 | |
add_customer_user | 237 | secret_material | 2026-09-29 | 2026-09-29 |
add_data_source | 203 | 2026-09-29 | 2026-09-29 | |
create_dashboard | 307 | 2026-09-29 | 2026-09-29 | |
create_view | 115 | 2026-09-29 | 2026-09-29 | |
create_widget | 307 | 2026-09-29 | 2026-09-29 | |
delete_customer | 195 | 2026-09-29 | 2026-09-29 | |
delete_customer_user | 176 | 2026-09-29 | 2026-09-29 | |
delete_dashboard | 213 | 2026-09-29 | 2026-09-29 | |
delete_data_source | 207 | 2026-09-29 | 2026-09-29 | |
delete_view | 120 | 2026-09-29 | 2026-09-29 | |
delete_widget | 99 | 2026-09-29 | 2026-09-29 | |
explain_customer_filtering | 205 | 2026-09-29 | 2026-09-29 | |
get_account | 226 | 2026-09-29 | 2026-09-29 | |
get_dashboard | 217 | 2026-09-29 | 2026-09-29 | |
get_dashboard_share_url | 125 | 2026-09-29 | 2026-09-29 | |
get_data_source | 104 | secret_material | 2026-09-29 | 2026-09-29 |
get_data_source_schema | 195 | 2026-09-29 | 2026-09-29 | |
get_platform_overview | 227 | 2026-09-29 | 2026-09-29 | |
get_started | 193 | 2026-09-29 | 2026-09-29 | |
list_customers | 131 | 2026-09-29 | 2026-09-29 | |
list_dashboards | 99 | 2026-09-29 | 2026-09-29 | |
list_data_sources | 94 | secret_material | 2026-09-29 | 2026-09-29 |
list_plans_and_limits | 184 | 2026-09-29 | 2026-09-29 | |
list_supported_data_connectors | 185 | 2026-09-29 | 2026-09-29 | |
list_views | 93 | 2026-09-29 | 2026-09-29 | |
list_widget_types | 207 | 2026-09-29 | 2026-09-29 | |
list_widgets | 90 | 2026-09-29 | 2026-09-29 | |
publish_dashboard | 268 | secret_material | 2026-09-29 | 2026-09-29 |
reorder_views | 151 | 2026-09-29 | 2026-09-29 | |
run_query_preview | 281 | 2026-09-29 | 2026-09-29 | |
set_dashboard_formatting | 157 | 2026-09-29 | 2026-09-29 | |
set_dashboard_theme | 211 | 2026-09-29 | 2026-09-29 | |
set_widget_layout | 143 | 2026-09-29 | 2026-09-29 | |
test_data_source_connection | 181 | 2026-09-29 | 2026-09-29 | |
unpublish_dashboard | 164 | secret_material | 2026-09-29 | 2026-09-29 |
update_customer | 177 | 2026-09-29 | 2026-09-29 | |
update_dashboard | 230 | 2026-09-29 | 2026-09-29 | |
update_data_source | 163 | 2026-09-29 | 2026-09-29 | |
update_view | 57 | 2026-09-29 | 2026-09-29 | |
update_widget | 129 | 2026-09-29 | 2026-09-29 | |
validate_customer_filtering | 192 | 2026-09-29 | 2026-09-29 |
Tool changes (0)
| when | tool | kind |
|---|---|---|
| none yet |
Probe history
2026-09-29 ok (42 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.customerdashboard%2Fcustomerdashboard"><img src="https://index.agentexchange.work/badge/mcp/io.customerdashboard%2Fcustomerdashboard.svg" alt="MCP server check by agentexchange.work"></a>
Claim this server — prove you operate
app.customerdashboard.io 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://app.customerdashboard.io/.well-known/agentexchange-claim.txtwhose entire content is exactlyio.customerdashboard/customerdashboard. - 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.
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