Agent Economy Index · MCP census · probed 2026-09-29 · JSON
io.datadef/mcp
Verdict: 1 tool description(s) carry model-directed, hidden, secret-material or exfiltration patterns. Endpoint https://datadef.io/mcp. Latency 11,878 ms.
Tools (39 fingerprinted)
| tool | description length | flags | first seen | last seen |
|---|---|---|---|---|
canvas_add_flow_arrow | 797 | 2026-09-29 | 2026-09-29 | |
canvas_add_lineage | 674 | 2026-09-29 | 2026-09-29 | |
canvas_add_nodes | 859 | 2026-09-29 | 2026-09-29 | |
canvas_add_region | 940 | 2026-09-29 | 2026-09-29 | |
canvas_add_shape | 694 | 2026-09-29 | 2026-09-29 | |
canvas_add_standalone_node | 685 | 2026-09-29 | 2026-09-29 | |
canvas_add_text | 939 | 2026-09-29 | 2026-09-29 | |
canvas_align_nodes | 549 | 2026-09-29 | 2026-09-29 | |
canvas_batch | 1,040 | 2026-09-29 | 2026-09-29 | |
canvas_collapse_nodes | 774 | 2026-09-29 | 2026-09-29 | |
canvas_connect_nodes | 795 | 2026-09-29 | 2026-09-29 | |
canvas_describe_canvas | 729 | 2026-09-29 | 2026-09-29 | |
canvas_disconnect_nodes | 492 | 2026-09-29 | 2026-09-29 | |
canvas_group_nodes | 1,118 | 2026-09-29 | 2026-09-29 | |
canvas_inspect_nodes | 527 | 2026-09-29 | 2026-09-29 | |
canvas_layout_canvas | 1,352 | 2026-09-29 | 2026-09-29 | |
canvas_measure_canvas | 621 | 2026-09-29 | 2026-09-29 | |
canvas_move_nodes | 848 | 2026-09-29 | 2026-09-29 | |
canvas_move_to_group | 799 | 2026-09-29 | 2026-09-29 | |
canvas_remove_lineage | 727 | 2026-09-29 | 2026-09-29 | |
canvas_remove_nodes | 886 | 2026-09-29 | 2026-09-29 | |
canvas_replace_node | 931 | 2026-09-29 | 2026-09-29 | |
canvas_resize_nodes | 573 | 2026-09-29 | 2026-09-29 | |
canvas_search_icons | 718 | 2026-09-29 | 2026-09-29 | |
canvas_set_columns | 1,060 | 2026-09-29 | 2026-09-29 | |
canvas_suggest_simplifications | 531 | 2026-09-29 | 2026-09-29 | |
canvas_update_edges | 951 | 2026-09-29 | 2026-09-29 | |
canvas_update_nodes | 1,070 | 2026-09-29 | 2026-09-29 | |
canvas_validate_canvas | 604 | 2026-09-29 | 2026-09-29 | |
canvas_view | 1,012 | 2026-09-29 | 2026-09-29 | |
create_blank_diagram | 699 | 2026-09-29 | 2026-09-29 | |
create_diagram | 2,691 | 2026-09-29 | 2026-09-29 | |
edit_diagram | 1,153 | 2026-09-29 | 2026-09-29 | |
export_diagram | 541 | secret_material | 2026-09-29 | 2026-09-29 |
get_design_guide | 516 | 2026-09-29 | 2026-09-29 | |
get_diagram | 445 | 2026-09-29 | 2026-09-29 | |
list_diagrams | 217 | 2026-09-29 | 2026-09-29 | |
repo_refresh | 305 | 2026-09-29 | 2026-09-29 | |
repo_status | 269 | 2026-09-29 | 2026-09-29 |
Tool changes (0)
| when | tool | kind |
|---|---|---|
| none yet |
Probe history
2026-09-29 ok (39 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.datadef%2Fmcp"><img src="https://index.agentexchange.work/badge/mcp/io.datadef%2Fmcp.svg" alt="MCP server check by agentexchange.work"></a>
Claim this server — prove you operate
datadef.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://datadef.io/.well-known/agentexchange-claim.txtwhose entire content is exactlyio.datadef/mcp. - 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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