AnySearch
https://api.anysearch.com/mcp ↗
Description
Unified real-time search engine skill for AI agents.
What our measurements say
AnySearch is a remote MCP server published at api.anysearch.com. It has been probed 7 times since 9/10/2026. It answered in 7 of them (100.0%), a near-uninterrupted record. Median response time is 611 ms, a delay an agent will notice. It offers a narrow, focused set of 4 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names are descriptive and indicate their primary function.
- Some tools include important constraints (e.g., get_sub_domains requiring prior use).
Weaknesses
- Descriptions are frequently truncated (e.g., 'or d', 'answer the ').
- No inputSchema details provided to clarify parameter requirements.
- Ambiguous overlap between 'search' and 'batch_search' use cases.
batch_search— Description cut off mid-sentence ('or d')extract— Description ends abruptly ('answer the ')search— No explicit parameter constraints or error handling mentionedget_sub_domains— No inputSchema details for required parameters
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — era changed from 'auth-gated' to 'legacy' · system transitioned to legacy mode, affecting management protocols
- 2026-09-11T01:59:45.474Z — complianceScore increased from null to 100 · full compliance achieved, indicating stable operational standards
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test failed · last run:
- Cold-start: cold 490ms → warm 490ms (penalty 0ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 1.0.0
- Supported versions: — → 2025-11-25
- Era changed: Auth-gated → Legacy
- Added to watch — era: Auth-gated
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