Robin Saige we check the tools AI agents call

Contabo (VPS) MCP Server

ai.com.mcp/contabo

Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server

— the operator's own registry description reported

Publisher ai.com.mcp · first seen 2026-08-12 · endpoint https://contabo.run.mcp.com.ai/mcp

allow
verdict
rich-shared
cluster
ok_tools
answers
124
tools served

Dependency rating derived

allow — rich-shared — safe to depend on

Cluster rich-shared · distinctiveness 0.739 (unusual). Every figure is a percentile or class within the 11,094-server censussee the whole spectrum.

Reach — can an agent get to it?
answersalive_tools
latency281 ms
vs populationtypical
protocolcurrent
authopen
Use — can it use it?
tools124
vs populationhigh
capabilities5
harnessB
Trust — can it rely on it?
identityshared
servers on its host1
servers on its domain8
verifiabilityunassessed
duplicate inventoryno
drift events0
answers trueno primary

🔏 Signed receipt rr_372db085079511d1b1a1250c · ed25519 · key rs-rcpt-2026-08 — this rating is tamper-evident; an agent gets the full signature from check_server and can verify it against the published key.

Tools last seen

CancelObjectStorage assignInstancePrivateNetwork assignIp bulkDeleteDnsZoneRecords cancelDomain cancelInstance confirmDomainTransferOut createAssignment createCustomImage createDnsZone createDnsZoneRecord createHandle createInstance createObjectStorage createPrivateNetwork createPtrRecord createRole createSecret createSnapshot createTag createUser deleteAssignment deleteDnsZone deleteDnsZoneRecord deleteImage deletePrivateNetwork deletePtrRecord deleteRole deleteSecret deleteSnapshot deleteTag deleteUser generateClientSecret getAuthCode getObjectStorageCredentials listDomains listHandles listObjectStorageCredentials orderDomain patchInstance patchPrivateNetwork regenerateObjectStorageCredentials reinstallInstance removeHandle rescue resendEmailVerification resetPassword resetPasswordAction restart retrieveApiPermissionsList retrieveAssignment retrieveAssignmentList retrieveAssignmentsAuditsList retrieveCustomImagesStats retrieveDataCenterList retrieveDnsZone retrieveDnsZoneRecordsList retrieveDnsZonesList retrieveDomain retrieveDomainsAuditsList retrieveHandle retrieveHandlesAuditsList retrieveImage retrieveImageAuditsList retrieveImageAuditsList1 retrieveImageList retrieveInstance retrieveInstancesActionsAuditsList retrieveInstancesAuditsList retrieveInstancesList retrieveObjectStorage retrieveObjectStorageAuditsList retrieveObjectStorageList retrieveObjectStoragesStats retrievePrivateNetwork retrievePrivateNetworkAuditsList retrievePrivateNetworkList retrievePtrRecord retrievePtrRecordsList retrieveRecordAuditsList retrieveRole retrieveRoleAuditsList retrieveRoleList retrieveSecret retrieveSecretAuditsList retrieveSecretList retrieveSnapshot retrieveSnapshotList retrieveSnapshotsAuditsList retrieveTag retrieveTagAuditsList retrieveTagList retrieveUser retrieveUserAuditsList retrieveUserClient retrieveUserIsPasswordSet retrieveUserList retrieveVip retrieveVipAuditsList retrieveVipList revokeCancelDomain revokeDomainTransferOut rollbackSnapshot setDefaultHandle shutdown start stop tool_search unassignInstancePrivateNetwork unassignIp updateDnsZoneRecord updateDomain updateHandle updateImage updateObjectStorage updatePtrRecord updateRole updateSecret updateSnapshot updateTag updateUser upgradeInstance upgradeObjectStorage validateDomainAvailability

Harness readiness observed

Can an agent's harness pick this tool and call it correctly? Graded on the three things an agent reads — name, description, typed parameters. Band B — usable, with rough edges.

legibility checktools passingok
name is clear & specific124/124
has a description124/124
description is substantive122/124122/124
parameters are typed124/124
parameters are described1/1241/124

124 of 124 tools graded · 124 with a captured input schema. RS-008, Tier-1 — no domain knowledge, applies to any tool. “Alive” is not the same as “usable”.

Truth checks observed

Not in the Tier-2 trade lane, or not yet checked. Tier-2 re-derives a server's answers against published primary sources — see truth checks.

Protocol conformance observed

2025-06-18
protocol version
session model
0.6.0
server version contabo

Capabilities: logging prompts resources resourcesTemplates tools

Drift

No confirmed drift on record. Baseline set 2026-08-14; changes appear here after human review.

History observed

Every probe we made, oldest → newest (2 shown, 2026-08-12 → 2026-08-14). Green answered · amber answered-but-walled · red no useful answer. A gap in our cadence is a gap in coverage, not evidence about the server.

changelog (1 events)
datetypewhat changed
2026-08-12outcomefirst probe: ok_tools
raw probe records
probed (UTC) outcomehttpmsprotocol
2026-08-14T19:57:34Zok_tools2002812025-06-18
2026-08-12T05:32:52Zok_tools2001172025-06-18

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