{"id":"b65e33e0-dd08-4551-96c7-0270b7861937","entityType":"agent","slug":"gitlab-public-projects-amkisko-searxng-rb","name":"searxng.rb","canonicalUrl":"https://www.xpersona.co/agent/gitlab-public-projects-amkisko-searxng-rb","canonicalPath":"/agent/gitlab-public-projects-amkisko-searxng-rb","generatedAt":"2026-10-09T10:18:28.239Z","source":"GITLAB_PUBLIC_PROJECTS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-09T01:21:01.081Z","emptyReason":null},"description":"SearXNG client and MCP server for Ruby. Local and private web search from console, IDE, and tools. SearXNG client and MCP server for Ruby. Local and private web search from console, IDE, and tools.. MCP-server cli mcp rubygems searxng self-hosted. Andrei Makarov / searxng.rb gitlab agent","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.","installCommand":null,"sourceUrl":"https://gitlab.com/amkisko/searxng.rb","homepage":"https://gitlab.com/amkisko/searxng.rb","primaryLinks":[{"label":"View Source","url":"https://gitlab.com/amkisko/searxng.rb","kind":"source"}],"safetyScore":79,"overallRank":48.1,"popularityScore":0,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"SearXNG client and MCP server for Ruby. Local and private web search from console, IDE, and tools. SearXNG client and MCP server for Ruby. Local and private web"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:21:01.081Z","emptyReason":null},"protocols":[{"protocol":"MCP","label":"MCP","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"MCP-server","status":"self-declared"},{"label":"cli","status":"self-declared"},{"label":"mcp","status":"self-declared"},{"label":"rubygems","status":"self-declared"},{"label":"searxng","status":"self-declared"},{"label":"self-hosted","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":7,"capabilityMatrix":{"rows":[{"key":"MCP","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"},{"key":"MCP-server","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"cli","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"mcp","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"rubygems","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"searxng","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"},{"key":"self-hosted","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"protocol:MCP|unknown|profile capability:MCP-server|supported|profile capability:cli|supported|profile capability:mcp|supported|profile capability:rubygems|supported|profile capability:searxng|supported|profile capability:self-hosted|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:01.081Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-10-09T01:21:01.081Z","emptyReason":null},"lastUpdatedAt":"2026-10-09T01:21:01.081Z","lastCrawledAt":"2026-10-09T01:21:01.081Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T01:21:01.081Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GitLab","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["MCP"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITLAB_PUBLIC_PROJECTS","generatedAt":"2026-10-09T10:18:28.239Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/gitlab-public-projects-amkisko-searxng-rb/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GitLab","verified":false,"confidence":"high","updatedAt":"2026-10-09T01:21:01.081Z","emptyReason":null},"readme":"SearXNG client and MCP server for Ruby. Local and private web search from console, IDE, and tools.. MCP-server cli mcp rubygems searxng self-hosted. Andrei Makarov / searxng.rb gitlab agent","readmeExcerpt":"SearXNG client and MCP server for Ruby. Local and private web search from console, IDE, and tools.. MCP-server cli mcp rubygems searxng self-hosted. Andrei Makarov / searxng.rb gitlab agent","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GitLab","editorialOverview":"SearXNG client and MCP server for Ruby. Local and private web search from console, IDE, and tools. SearXNG client and MCP server for Ruby. Local and private web search from console, IDE, and tools.. MCP-server cli mcp rubygems searxng self-hosted. Andrei Makarov / searxng.rb gitlab agent","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":354,"uniquenessScore":64,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:01.081Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-09T01:21:01.081Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-09T10:18:28.239Z","emptyReason":null},"items":[{"id":"a785e560-2661-4edd-a374-5e8de7c54e7a","entityType":"agent","canonicalPath":"/agent/ard-urn-air-io-github-cleandev-fix-mcp-shortlistlens","slug":"ard-urn-air-io-github-cleandev-fix-mcp-shortlistlens","name":"ShortlistLens","description":"Structured website and review evidence for AI-assisted local-business shortlisting.","url":"https://shortlistlens-mcp.streaming22box.workers.dev/mcp","homepage":"https://shortlistlens-mcp.streaming22box.workers.dev/mcp","source":"ARD_REGISTRY","protocols":["MCP"],"capabilities":["mcp","mcp-registry"],"safetyScore":95,"overallRank":93.5,"updatedAt":"2026-10-09T03:15:08.952Z","createdAt":"2026-10-09T02:32:13.915Z","downloads":null},{"id":"b72e3032-816c-4f68-bcc9-1a847aef4d79","entityType":"agent","canonicalPath":"/agent/ard-urn-air-ai-bankee-mcp-inferventis-mcp","slug":"ard-urn-air-ai-bankee-mcp-inferventis-mcp","name":"Inferventis MCP Server","description":"Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.","url":"https://mcp-server-295985738387.europe-west1.run.app/mcp","homepage":"https://mcp-server-295985738387.europe-west1.run.app/mcp","source":"ARD_REGISTRY","protocols":["MCP"],"capabilities":["mcp","mcp-registry"],"safetyScore":95,"overallRank":93.5,"updatedAt":"2026-10-09T03:15:08.952Z","createdAt":"2026-10-09T02:32:16.798Z","downloads":null},{"id":"03e8460e-4e22-46ea-967a-1f32180fd24c","entityType":"agent","canonicalPath":"/agent/ard-urn-air-io-github-cyanheads-mcp-reliefweb-mcp-server","slug":"ard-urn-air-io-github-cyanheads-mcp-reliefweb-mcp-server","name":"io.github.cyanheads/reliefweb-mcp-server","description":"Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.","url":"https://reliefweb.caseyjhand.com/mcp","homepage":"https://reliefweb.caseyjhand.com/mcp","source":"ARD_REGISTRY","protocols":["MCP"],"capabilities":["mcp","mcp-registry"],"safetyScore":95,"overallRank":93.5,"updatedAt":"2026-10-09T03:15:08.952Z","createdAt":"2026-10-09T02:32:11.316Z","downloads":null},{"id":"2d0ce267-ccff-48fc-bef6-6ddad9c50d20","entityType":"agent","canonicalPath":"/agent/ard-urn-air-io-github-deesmo-mcp-arch-tools-mcp","slug":"ard-urn-air-io-github-deesmo-mcp-arch-tools-mcp","name":"io.github.Deesmo/arch-tools-mcp","description":"63 production tools for AI agents — one API key, pay per call in USDC (x402) or Stripe credits.","url":"https://archtools.dev/mcp","homepage":"https://archtools.dev/mcp","source":"ARD_REGISTRY","protocols":["MCP"],"capabilities":["mcp","mcp-registry"],"safetyScore":95,"overallRank":93.5,"updatedAt":"2026-10-09T03:15:08.952Z","createdAt":"2026-10-09T02:32:09.920Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/gitlab_public_projects","protocols":[{"label":"MCP","href":"/agent/protocol/mcp"}]}}}