Install payload
Install payload is broadly covered in current results.
86% (6/7)
Browse the directory
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Showing 7 resources for "crawling"
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Active
Safety notes filter active — add entries to compare trust side by side.
Trust snapshot
7 results in this view
Claimed
0%(0/7)
1 trust signal differs in this sample: Submitter
Signals differ on Submitter — add entries to compare before you install.
Rollout signal scan
2 rollout risk signals in current results
Biggest gaps: metadata review, package integrity. 0 entries have 2+ required gaps.
good
Adoption queue
Browse adoption queue · balanced
1/7 visible results are in hold tier and need mitigation before adoption.
ready 0caution 6hold 1
Exa MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/exa-mcp-server · trust review · confidence 67%
Firecrawl MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/firecrawl-mcp-server · trust review · confidence 67%
Graphlit MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/graphlit-mcp-server · trust review · confidence 67%
Hyperbrowser MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/hyperbrowser-mcp-server · trust review · confidence 67%
Omnisearch MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/omnisearch-mcp-server · trust review · confidence 67%
WebClaw MCP Server
1 blockers: Metadata review
caution
50/100
Request metadata review from maintainers or internal owners.
Collect package checksum or signed artifact information.
mcp/webclaw-mcp-server · trust review · confidence 67%
Crawl4AI
2 blockers: Metadata review, Install payload
hold
36/100
Request metadata review from maintainers or internal owners.
Add install/config payload for reproducible team rollout.
Collect package checksum or signed artifact information.
tools/crawl4ai · trust review · confidence 50%
Decision confidence
Decision confidence scan · balanced
1/7 results are low-confidence and need review before adoption.
high 0medium 6low 1
Exa MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/exa-mcp-server · trust review
Firecrawl MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/firecrawl-mcp-server · trust review
Graphlit MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/graphlit-mcp-server · trust review
Hyperbrowser MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/hyperbrowser-mcp-server · trust review
Omnisearch MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/omnisearch-mcp-server · trust review
WebClaw MCP Server
Address Metadata review, Package integrity before broader rollout.
medium
54/100
Missing: Metadata reviewMissing: Package integrity
mcp/webclaw-mcp-server · trust review
Crawl4AI
Hold adoption until Metadata review, Package integrity are resolved.
low
36/100
Missing: Metadata reviewMissing: Package integrityMissing: Install payload
tools/crawl4ai · trust review
Freshness distribution
Current results are broadly fresh
Median age 52 days; all 7 scanned entries are within 90 days.
Theme distribution
Results center on crawling
71% of this view shares the top theme. Leading themes: crawling, scraping, extraction.
- crawling71% (5)
- scraping43% (3)
- extraction29% (2)
- rag29% (2)
- research29% (2)
- search29% (2)
- web-crawling29% (2)
- browser-automation14% (1)
27 distinct themes across 7 scanned
Hyperbrowser's MCP server for AI agents that need hosted browser scraping, crawling, structured extraction, Bing search, persistent browser profiles, and browser-use, OpenAI CUA, or Claude computer-use browser agents.
Graphlit MCP Serverby Graphlit · submitted by oktofeesh1
MCP server for the Graphlit platform, enabling Claude to ingest, search, retrieve, organize, and operate on files, web pages, feeds, collections, conversations, memory, connectors, crawls, and RAG-ready project knowledge.
Omnisearch MCP Serverby Scott Spence · submitted by oktofeesh1
MCP server that unifies web search, AI answer, GitHub search, and web extraction providers including Tavily, Brave, Kagi, Exa, Linkup, Firecrawl, and GitHub behind four consolidated tools.
WebClaw MCP Serverby WebClaw · submitted by oktofeesh1
Local-first MCP server for web scraping, crawling, URL mapping, batch extraction, structured extraction, summarization, diffing, brand extraction, and optional hosted API fallback for bot-protected pages.
Exa MCP Serverby Exa Labs · submitted by oktofeesh1
Web search and web fetch MCP server that connects AI assistants to Exa's hosted search, crawling, code search, and research capabilities.
Firecrawl MCP Serverby Firecrawl · submitted by JSONbored
Official Firecrawl MCP server for scraping, crawling, mapping, searching, and extracting web content through Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, and other MCP clients.
Crawl4AIby unclecode · submitted by davion-knight
Open-source, LLM-friendly Python web crawler and scraper that turns web pages into clean, LLM-ready Markdown for RAG, agents, and data pipelines, with an async browser pool, caching, structured extraction, and adaptive deep crawling.