tools.schemasevery tool has an object input schema
warn
tools.annotationsonly 7 of 10 tools declare readOnlyHint or destructiveHint
warn
tools.directory_hints7 of 10 tools declare all four hints; missing: agentobserver_interfaces (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); agentobserver_targets (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); agentobserver_status (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
pass
tools.token_costabout 1,658 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
pass
stability.changes1 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package
10 tools, about 1,658 tokens to load them all · tool set 401eaea16055 · tools last changed 2026-09-24 · checked 2026-10-20 03:37 UTC
Tool changes
agentobserver_check_before_spendadded
Use immediately before invoking or paying a dependency. Checks Exa Search, BlockRun, OneSource, Apify, Laevitas or any AgentObserver catalog resource for current observable terms, endpoint-specific demand and drift without sending credentials or payment signatures.
Use immediately before invoking or paying a dependency. Checks Exa Search, BlockRun, OneSource, Apify, Laevitas or any AgentObserver catalog resource for current observable terms, endpoint-specific demand and drift without sending credentials or payment signatures.
agentobserver_dependenciesread-only
Discover x402 dependencies agents already use, including Exa Search, BlockRun, OneSource, Apify, Laevitas and others. Returns endpoint-specific demand evidence when available.
agentobserver_dependency_preflightdestructive
Paid x402 dependency Preflight for eligible resources such as OneSource, BlockRun Exa Find Similar, Apify and Laevitas. Returns fresh hash-bound pre-spend evidence.
agentobserver_dependency_watchread-only
Read persisted continuous-watch state for an eligible dependency. This tool never triggers an outbound probe.
agentobserver_interfaces
Discover all public AgentObserver interfaces: HTTP/x402, MCP/x402 and A2A.
agentobserver_preflightdestructive
Paid x402 Preflight: return fresh machine-readable evidence about a registered AI-agent counterparty.
agentobserver_resolveread-only
Resolve providers for a capability using factual filters and dated demand evidence. Sorting is not a trust score.
agentobserver_spend_statusread-only
Check one dependency before spending. Use for Exa Search, BlockRun Chat Completions, OneSource, Apify or any catalog resource; never sends provider credentials or payment signatures.
agentobserver_status
Free preflight status: show freshness, reachability, material changes and factual reasons that deserve review before relying on or paying a registered counterparty.
agentobserver_targets
Legacy registered-target catalog: list free status actions and any target-specific paid eligibility. Use agentobserver_dependencies/agentobserver_resolve for the primary dependency workflow.