{"id":"d53d4d30-5e31-4707-b591-ba90df9f456e","entityType":"agent","slug":"npm-toolrank-mcp-server","name":"@toolrank/mcp-server","canonicalUrl":"https://www.xpersona.co/agent/npm-toolrank-mcp-server","canonicalPath":"/agent/npm-toolrank-mcp-server","generatedAt":"2026-10-09T12:56:45.649Z","source":"NPM","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"description":"ToolRank MCP Server — Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) tool. ToolRank MCP Server — Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) tool.. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]. MCP OPENCLEW. typescript. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.","installCommand":"npm install @toolrank/mcp-server","sourceUrl":"https://github.com/imhiroki/toolrank","homepage":"https://toolrank.dev","primaryLinks":[{"label":"View on npm","url":"https://github.com/imhiroki/toolrank","kind":"source"},{"label":"Homepage","url":"https://toolrank.dev","kind":"homepage"}],"safetyScore":77,"overallRank":35.8,"popularityScore":6,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"ToolRank MCP Server — Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) tool. ToolRank MCP Server — Score "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"protocols":[{"protocol":"MCP","label":"MCP","status":"self-declared","notes":"Declared in the public agent profile."},{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[{"label":"[\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]","status":"self-declared"}],"verifiedCount":0,"selfDeclaredCount":3,"capabilityMatrix":{"rows":[{"key":"MCP","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"},{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"},{"key":"[\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]","type":"capability","support":"supported","confidenceSource":"profile","notes":"Declared in agent profile metadata"}],"flattenedTokens":"protocol:MCP|unknown|profile protocol:OPENCLEW|unknown|profile capability:[\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]|supported|profile"}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":"@toolrank/mcp-server","latestVersion":"0.1.2","tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-04-15T01:51:38.117Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T05:21:22.124Z","lastCrawledAt":"2026-04-15T01:51:38.117Z","lastIndexedAt":null,"nextCrawlAt":"2026-04-16T01:51:38.117Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"NPM","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"npm install @toolrank/mcp-server","setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","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/npm-toolrank-mcp-server/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["MCP","OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"NPM","generatedAt":"2026-10-09T12:56:45.649Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/npm-toolrank-mcp-server/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":"npm","verified":false,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"readme":"ToolRank MCP Server — Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) tool.. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]. MCP OPENCLEW. typescript. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]","readmeExcerpt":"ToolRank MCP Server — Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) tool.. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]. MCP OPENCLEW. typescript. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"npm","editorialOverview":"ToolRank MCP Server — Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) tool. ToolRank MCP Server — Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) tool.. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]. MCP OPENCLEW. typescript. [\"mcp\",\"ato\",\"agent-tool-optimization\",\"toolrank\",\"ai-agent\",\"tool-scoring\",\"mcp-server\"]","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":415,"uniquenessScore":52,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-15T05:21:22.124Z","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":"2026-04-15T05:21:22.124Z","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":"2026-10-09T12:56:45.649Z","emptyReason":null},"items":[{"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":"2026-10-09T12:38:51.997Z","createdAt":"2026-10-09T02:32:11.316Z","downloads":null},{"id":"3fa19dc2-ddd2-4258-bd2e-78923b585861","entityType":"agent","canonicalPath":"/agent/ard-urn-air-io-github-dopionut-jpg-mcp-crypto-data-market-analy","slug":"ard-urn-air-io-github-dopionut-jpg-mcp-crypto-data-market-analy","name":"Crypto Data & Market Analysis Agent","description":"One-call market verdict, plus funding, open interest, execution cost, volatility and macro","url":"https://asistent-crypto.vercel.app/mcp","homepage":"https://asistent-crypto.vercel.app/mcp","source":"ARD_REGISTRY","protocols":["MCP"],"capabilities":["mcp","mcp-registry"],"safetyScore":95,"overallRank":93.5,"updatedAt":"2026-10-09T03:15:08.952Z","createdAt":"2026-10-09T02:32:11.855Z","downloads":null},{"id":"92fae949-e803-4178-8659-d89228b6a165","entityType":"agent","canonicalPath":"/agent/ard-urn-air-com-jojapi-mcp-google-search","slug":"ard-urn-air-com-jojapi-mcp-google-search","name":"com.jojapi/google-search","description":"google search: google web search api, web, images, videos, news, music, favicon, proxy, audio.","url":"https://mcp.jojapi.com/google-search","homepage":"https://mcp.jojapi.com/google-search","source":"ARD_REGISTRY","protocols":["MCP"],"capabilities":["mcp","mcp-registry"],"safetyScore":95,"overallRank":93.5,"updatedAt":"2026-10-09T03:15:08.952Z","createdAt":"2026-10-09T02:32:06.125Z","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/npm","protocols":[{"label":"MCP","href":"/agent/protocol/mcp"},{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}