web-mcp
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- AlicenseNot gradedqualityBmaintenanceEnables AI agents to search layered web and about 45 structured data sources and receive quote-checked answers with supporting citations, or not_found when the evidence is insufficient.MIT
- AlicenseAqualityCmaintenanceEnables MCP hosts to perform cited web searches and receive source-bearing results with titles, URLs, snippets, and sources for evidence-grounded answers.112 npmMIT
- AlicenseAqualityBmaintenanceEnables finding information online, reading web pages, finding images, capturing screenshots, and performing multi-source research with per-answer confidence.5AGPL 3.0
- AlicenseNot gradedqualityCmaintenanceEnables cited research synthesis from verified public sources, returning extractive quotations with source URLs and refusing topics that cannot be grounded.MIT
- AlicenseNot gradedqualityAmaintenanceEnables free-first English and Chinese web search through zero-key engines plus optional paid providers, returning compact multi-source evidence with bounded token and request budgets. Each result exposes provenance, independent source counts, routing decisions, and visible provider failures so agents can verify claims rather than receive unexplained empty results.193 npmApache 2.0
- AlicenseNot gradedqualityBmaintenanceEnables coding agents to complete an entire web research task in one tool call, internally running dual-engine search, concurrent page fetching, main-content extraction, relevance ranking and digests, then returning a synthesized report with citations and uncovered-keyword gaps. Also supports batch fetching and condensing up to 10 known URLs in a single call, replacing step-by-step search-and-read loops.GPL 3.0
TDQS
Scored across 5 tools
web_read and web_page both read a single page and differ mainly in output shape (brief summary vs. verbatim-quote findings), while web_research and web_investigate are explicitly the same reply with different control knobs, so an agent can plausibly pick either in each pair. web_lookup is reasonably distinct. Descriptions help but the boundaries between the tiers are gradient rather than crisp.
All tools share a clean web_ prefix in snake_case, which makes the family obvious. However the suffix mixes verbs (lookup, read, research, investigate) with a bare noun (web_page), breaking the verb_noun predictability.
Five tools is a well-scoped surface for a web answer/read server and each maps to a plausible user intent. The only waste is that web_investigate is functionally web_research plus parameters, so one slot is arguably redundant.
Covers the core lifecycle: quick answer, single-page read, goal-driven research, and a high-control research mode with depth/recency/domain filters and cache refresh. Minor gap: no plain search-results tool that returns a list of candidate URLs, and no multi-page/batch read, which agents may need to discover pages before reading.