Freshness shows when VCP last verified this platform
AgentWeb
Give an AI agent web search and local-business data through REST or hosted MCP. VCP tested a free key, indexed web search, business-directory lookup and a three-place local search.
Verdict: AgentWeb is best for adding web search and page retrieval to a tool-capable AI agent.
Who it's for: Adding web search and page retrieval to a tool-capable AI agent
Free tier: An email registration immediately issued a free API key, with no card or email verification. VCP successfully used REST indexed web search and business-directory search, and hosted MCP time_now and local_search; MCP agent_profile confirmed the free tier. Current pages did not establish a numeric daily/monthly quota, rate limit, key expiry or reset schedule, so usage must not be described as unlimited. Responses can be read as structured JSON/text, with an attribution field; image/video export resolution and watermarks are not applicable. Documentation states that fetched pages can be cached for 15 minutes, research evidence is retained for seven days, and agent history lasts 90 days up to 500 interactions; those retention limits were not duration-tested. Local search can be public while protected operations require the key. Commercial redistribution rights and a data-processing policy were not verified; check the relevant source and service terms for your use.
Paid from: No paid plan or checkout was offered in the reviewed signup and installation pages. The site advertises Free forever; this is a vendor offer, not a guarantee of future pricing. A model provider or host application can have separate costs. Source
Give an AI agent web search and local-business data through REST or hosted MCP. VCP tested a free key, indexed web search, business-directory lookup and a three-place local search. Source
Best for
Adding web search and page retrieval to a tool-capable AI agent
Retrieving local places as structured data for further verification
Connecting a local-model client to an online data service
Not for
Guaranteed current opening hours, prices or complete worldwide business coverage
Offline lookup: tool requests contact AgentWeb and relevant sources
Treating directory websites and contact fields as independently verified official business details
Strengths & trade-offs
Strengths
A free API key returned indexed Python documentation results with source capture timestamps
REST business search returned structured records; hosted MCP local_search returned three Copenhagen cafés without a tool error
Live MCP discovery exposed 37 tools and the service supports a hosted connection without installing a package
Trade-offs
The local-search result was cached; source availability and freshness vary
Some tested directory website fields pointed to third-party listing pages; one hours object had a malformed day key
The REST profile call timed out once, while the MCP profile call succeeded; no availability or latency guarantee was tested
Timeline
2026-10-28 — The official local-research example records a Copenhagen café lookup at 15:24 UTC and publishes the request, returned places and a runnable Node example. Source
Community feedback data
No opinion posts about AgentWeb were sampled in our current window ( – ), so we have no feedback data to show yet. See our feedback rules.
Current status
Free tier
An email registration immediately issued a free API key, with no card or email verification. VCP successfully used REST indexed web search and business-directory search, and hosted MCP time_now and local_search; MCP agent_profile confirmed the free tier. Current pages did not establish a numeric daily/monthly quota, rate limit, key expiry or reset schedule, so usage must not be described as unlimited. Responses can be read as structured JSON/text, with an attribution field; image/video export resolution and watermarks are not applicable. Documentation states that fetched pages can be cached for 15 minutes, research evidence is retained for seven days, and agent history lasts 90 days up to 500 interactions; those retention limits were not duration-tested. Local search can be public while protected operations require the key. Commercial redistribution rights and a data-processing policy were not verified; check the relevant source and service terms for your use. Source
Paid plans
No paid plan or checkout was offered in the reviewed signup and installation pages. The site advertises Free forever; this is a vendor offer, not a guarantee of future pricing. A model provider or host application can have separate costs. Source
Operating developer data service. VCP registered a free key, received two indexed web-search results and two business-directory records through REST, initialized hosted MCP, listed 37 tools, and successfully called time_now and local_search. The local call returned three distinct places with a cached flag. Directory data included third-party listing URLs and imperfect fields; no visit, opening-hours verification or full-database audit was performed. Flights, hotels, research execution, watches and third-party client integrations are documented but were not tested. No package was installed or personal agent configuration changed. Source
For makers
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