{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-mcp-searxng-enhanced-web-search","slug":"mcp-searxng-enhanced-web-search","name":"MCP-SearXNG-Enhanced Web Search","type":"mcp","url":"https://github.com/OvertliDS/mcp-searxng-enhanced","page_url":"https://unfragile.ai/mcp-searxng-enhanced-web-search","categories":["mcp-servers","rag-knowledge"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-mcp-searxng-enhanced-web-search__cap_0","uri":"capability://search.retrieval.category.aware.web.search.with.searxng.integration","name":"category-aware web search with searxng integration","description":"Executes web searches against a SearXNG instance with category filtering to constrain results by domain type (news, social media, academic, etc.). The MCP server translates search queries into SearXNG API calls with category parameters, enabling clients to retrieve semantically-filtered results without post-processing. Supports multi-category queries and respects SearXNG instance configuration for available categories.","intents":["Search for recent news articles without social media noise","Find academic papers and scholarly sources for a research topic","Retrieve social media discussions while excluding news outlets","Constrain web search results to specific content types in a single query"],"best_for":["RAG pipeline builders needing filtered source retrieval","AI agents requiring category-specific search without client-side filtering","Teams running private SearXNG instances for compliance-aware search"],"limitations":["Category availability depends on SearXNG instance configuration — not all instances expose identical categories","Search latency scales with SearXNG backend response time; no built-in caching or result deduplication","Category filtering is instance-specific; no normalization across different SearXNG deployments"],"requires":["Running SearXNG instance (self-hosted or public endpoint)","Network access to SearXNG API endpoint","MCP client supporting tool calling (Claude, custom agents)"],"input_types":["text (search query)","string (category name)","integer (result limit)"],"output_types":["structured JSON (search results with title, URL, snippet, source category)","text (raw snippet content)"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-searxng-enhanced-web-search__cap_1","uri":"capability://data.processing.analysis.web.page.scraping.with.content.extraction","name":"web page scraping with content extraction","description":"Fetches and parses HTML from URLs returned by search results, extracting main content, metadata, and structured text. The MCP server handles HTTP requests, HTML parsing, and content isolation to separate article body from navigation/ads. Supports configurable extraction strategies and returns cleaned text suitable for RAG ingestion.","intents":["Extract full article text from search result URLs for RAG context","Retrieve page metadata (title, description, publish date) for citation","Convert web pages to clean text for LLM processing without HTML markup","Build knowledge bases by scraping multiple search results in sequence"],"best_for":["RAG systems needing full-text content from web search results","Agents building dynamic knowledge bases from live web sources","Researchers extracting structured data from multiple web pages"],"limitations":["JavaScript-rendered content is not executed — only static HTML is parsed","Large pages (>10MB) may timeout or consume excessive memory","Extraction quality varies by page structure; no ML-based content detection, relies on heuristics","No handling of paywalled or authentication-required content"],"requires":["HTTP client library (requests, httpx, or similar)","HTML parser (BeautifulSoup, lxml, or equivalent)","Network access to target URLs","Reasonable timeout configuration (default likely 10-30 seconds)"],"input_types":["text (URL string)","optional: extraction strategy/selector"],"output_types":["structured JSON (title, body text, metadata, links)","text (cleaned article body)"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-searxng-enhanced-web-search__cap_2","uri":"capability://tool.use.integration.date.and.time.retrieval.tool","name":"date and time retrieval tool","description":"Provides current date, time, and timezone information to MCP clients, enabling agents to contextualize search queries with temporal constraints and timestamp results. Returns structured datetime data in ISO 8601 format with timezone awareness, allowing agents to filter searches by date ranges or understand recency of retrieved content.","intents":["Get current date to filter search results to recent articles only","Timestamp search results for citation and freshness tracking","Enable time-aware agent reasoning (e.g., 'find news from the last 7 days')","Provide temporal context for multi-step workflows spanning hours or days"],"best_for":["Agents performing time-sensitive searches (news, market data, events)","RAG systems needing to track result recency and temporal relevance","Workflows requiring consistent timestamps across distributed tool calls"],"limitations":["Returns server-side time only — no client timezone conversion","No timezone database; relies on system timezone configuration","No scheduling or future time prediction capabilities"],"requires":["System clock synchronized with NTP or equivalent","Python datetime module or equivalent runtime capability"],"input_types":["none (stateless query)"],"output_types":["structured JSON (ISO 8601 datetime, timezone, Unix timestamp)","text (human-readable date/time string)"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-searxng-enhanced-web-search__cap_3","uri":"capability://tool.use.integration.mcp.server.protocol.implementation.for.search.and.scraping.tools","name":"mcp server protocol implementation for search and scraping tools","description":"Implements the Model Context Protocol (MCP) server specification, exposing search, scraping, and time tools as standardized tool definitions with JSON schema validation. The server handles MCP message routing, tool invocation, and response serialization, allowing any MCP-compatible client (Claude, custom agents) to discover and call these tools without custom integration code.","intents":["Enable Claude or other MCP clients to use web search in conversations","Build agent frameworks that can dynamically discover and call search/scrape tools","Integrate SearXNG-based search into existing MCP-aware applications","Standardize tool interface for search and scraping across multiple clients"],"best_for":["Teams building Claude-integrated applications with web search","MCP ecosystem participants needing standardized search tool definitions","Developers migrating from REST APIs to MCP for tool orchestration"],"limitations":["Requires MCP-compatible client; not usable with non-MCP tools or REST-only systems","Tool schema must be pre-defined; no dynamic tool generation at runtime","No built-in authentication or rate limiting — relies on client or reverse proxy","Message serialization overhead adds ~5-10ms per tool call"],"requires":["MCP server library (likely mcp package or equivalent)","Python 3.8+ or Node.js 16+","MCP-compatible client (Claude, Anthropic SDK, or custom MCP client)"],"input_types":["MCP tool call requests (JSON with tool name and arguments)"],"output_types":["MCP tool response (JSON with result or error)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcp-searxng-enhanced-web-search__cap_4","uri":"capability://planning.reasoning.multi.step.search.and.scrape.workflows.via.tool.chaining","name":"multi-step search and scrape workflows via tool chaining","description":"Enables agents to chain search and scraping tools together in a single workflow: search for results, scrape top URLs, extract content, and return aggregated data. The MCP server supports sequential tool calls with result passing, allowing agents to build complex information retrieval pipelines without client-side orchestration logic.","intents":["Search for a topic and automatically scrape the top 5 results for full content","Build a knowledge base by searching multiple queries and scraping all results","Retrieve and compare information from multiple sources in a single agent step","Create a research summary by searching, scraping, and extracting key facts"],"best_for":["Agents performing multi-step research or fact-gathering tasks","RAG systems building dynamic knowledge bases from live web sources","Automated research or competitive intelligence workflows"],"limitations":["No built-in parallelization — scraping happens sequentially, adding latency for large result sets","No caching of scraped content — repeated searches re-scrape identical URLs","Tool call depth limits may apply (e.g., Claude's max tool calls per conversation)","No built-in error recovery; failed scrapes break the chain unless client implements retry logic"],"requires":["MCP client supporting sequential tool calls (Claude, custom agent framework)","Sufficient timeout budget for multiple HTTP requests (search + N scrapes)","Network stability for multi-step workflows"],"input_types":["text (initial search query)","integer (number of results to scrape)"],"output_types":["structured JSON (aggregated search results with full content from scraped URLs)","text (concatenated article bodies)"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":29,"verified":false,"data_access_risk":"high","permissions":["Running SearXNG instance (self-hosted or public endpoint)","Network access to SearXNG API endpoint","MCP client supporting tool calling (Claude, custom agents)","HTTP client library (requests, httpx, or similar)","HTML parser (BeautifulSoup, lxml, or equivalent)","Network access to target URLs","Reasonable timeout configuration (default likely 10-30 seconds)","System clock synchronized with NTP or equivalent","Python datetime module or equivalent runtime capability","MCP server library (likely mcp package or equivalent)"],"failure_modes":["Category availability depends on SearXNG instance configuration — not all instances expose identical categories","Search latency scales with SearXNG backend response time; no built-in caching or result deduplication","Category filtering is instance-specific; no normalization across different SearXNG deployments","JavaScript-rendered content is not executed — only static HTML is parsed","Large pages (>10MB) may timeout or consume excessive memory","Extraction quality varies by page structure; no ML-based content detection, relies on heuristics","No handling of paywalled or authentication-required content","Returns server-side time only — no client timezone conversion","No timezone database; relies on system timezone configuration","No scheduling or future time prediction capabilities","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.35,"ecosystem":0.49999999999999994,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.578Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=mcp-searxng-enhanced-web-search","compare_url":"https://unfragile.ai/compare?artifact=mcp-searxng-enhanced-web-search"}},"signature":"IXQglvrvBfOVTRyJ6vwx4X9Ni2lIYQC03hut/VeDaQThbROmkZK6ONhv4nTlxQyZv9VeLidV6bKV01WoFgNDAQ==","signedAt":"2026-06-21T21:36:55.495Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/mcp-searxng-enhanced-web-search","artifact":"https://unfragile.ai/mcp-searxng-enhanced-web-search","verify":"https://unfragile.ai/api/v1/verify?slug=mcp-searxng-enhanced-web-search","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}