ai-dreamlit-mcp declares 11 capabilities across 11 tools, with 2 critical issues.
51/100 exposureElevated
Manifest retrieved 2026-09-14 from tools/list on https://mcp.dreamlit.ai/mcp, published in the official MCP registry as ai.dreamlit/mcp 0.1.0. Not verified by a maintainer.
Issues
These describe what this server's manifest declares. A product can provide controls that MCP has no
way to express — token revocation, an admin console, audit logs — and this page cannot see them. The absence of a
declaration is not evidence that a control is absent.
critical · no-revocation · All 11 tools
11 of 11 tools declare no way for the customer to switch them off once granted. This applies to every tool because MCP has no field in which to declare a revocation mechanism; the product may provide one outside MCP that a manifest cannot show.
critical · irreversible-uncapped · 3 of 11 tools
3 tools are classified as irreversible and declare no limit.
high · no-expiry · All 11 tools
11 of 11 tools declare no expiry. This applies to every tool because MCP has no field in which to declare an expiry; the product may provide one outside MCP that a manifest cannot show.
high · no-audit-trail · All 11 tools
11 of 11 tools declare no record of their actions that the customer can read. This applies to every tool because MCP has no field in which to declare an audit requirement; the product may provide one outside MCP that a manifest cannot show.
high · uncapped-write · 1 of 11 tools
1 tool can modify data and declares no limit.
low · uncapped-read · 7 of 11 tools
7 tools can read data and declare no limit.
Declared capabilities
How each tool was read. declared means the server's own annotation said so — self-reported and
unverified. inferred is from the tool's name. assumed means nothing indicated either way.
Tool
Read as
Basis
get_status
read
declared
create_or_update_workflow
write
inferred
list_projects
read
declared
list_workflows
read
declared
list_brand_styles
read
declared
get_workflow_and_preview_url
read
declared
get_analytics
read
declared
send_workflow_test
send
inferred
prepare_publish
read
declared
confirm_publish
delete
declared
unpublish_workflow
delete
declared
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