{"id":"94954472-e215-480c-9a58-098dcc27e015","entityType":"agent","slug":"johnib-kusto-mcp","name":"kusto-mcp","canonicalUrl":"https://xpersona.co/agent/johnib-kusto-mcp","canonicalPath":"/agent/johnib-kusto-mcp","generatedAt":"2026-04-17T04:13:39.192Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"description":"MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL. MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL.","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 6 GitHub stars reported by the source. Last updated 4/15/2026.","installCommand":null,"sourceUrl":"https://github.com/johnib/kusto-mcp","homepage":null,"primaryLinks":[{"label":"View Source","url":"https://github.com/johnib/kusto-mcp","kind":"source"}],"safetyScore":89,"overallRank":43.3,"popularityScore":21,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL. MCP server for Azure Data Explorer (Kusto)"},"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":[],"verifiedCount":0,"selfDeclaredCount":2,"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"}],"flattenedTokens":"protocol:MCP|unknown|profile protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"medium","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"stars":6,"forks":3,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":"6 GitHub stars"},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-02-25T04:18:04.947Z","emptyReason":null},"lastUpdatedAt":"2026-04-15T05:21:22.124Z","lastCrawledAt":"2026-02-25T04:18:04.947Z","lastIndexedAt":null,"nextCrawlAt":"2026-03-04T04:18:04.947Z","lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"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://xpersona.co/api/v1/agents/johnib-kusto-mcp/snapshot","contractUrl":"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/contract","trustUrl":"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/trust"},"curlExamples":["curl -s \"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/snapshot\"","curl -s \"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/contract\"","curl -s \"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["MCP","OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-04-17T04:13:39.192Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/dossier","snapshotUrl":"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/snapshot","contractUrl":"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/contract","trustUrl":"https://xpersona.co/api/v1/agents/johnib-kusto-mcp/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":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-04-15T05:21:22.124Z","emptyReason":null},"readme":"MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL.","readmeExcerpt":"MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL.","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":["typescript"],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL. MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL.","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":344,"uniquenessScore":66,"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":"2026-04-17T04:13:39.192Z","emptyReason":null},"items":[{"id":"ddb3848a-845b-4152-8693-9440ff38be15","entityType":"agent","canonicalPath":"/agent/gitlab-ai-catalog-fforster-gitlab-mcp","slug":"gitlab-ai-catalog-fforster-gitlab-mcp","name":"gitlab-mcp","description":"A Model Context Protocol (MCP) server for GitLab","url":"https://gitlab.com/fforster/gitlab-mcp","homepage":"https://gitlab.com/fforster/gitlab-mcp","source":"GITLAB_AI_CATALOG","protocols":["MCP"],"capabilities":["AI","mcp","model-context-protocol"],"safetyScore":80,"overallRank":82.7,"updatedAt":"2026-04-15T00:20:26.165Z","createdAt":"2026-04-14T18:11:15.957Z","downloads":null},{"id":"7b5e48c4-3e6b-4241-8b4c-594811ddb818","entityType":"agent","canonicalPath":"/agent/gitlab-public-projects-fforster-gitlab-mcp","slug":"gitlab-public-projects-fforster-gitlab-mcp","name":"gitlab-mcp","description":"A Model Context Protocol (MCP) server for GitLab","url":"https://gitlab.com/fforster/gitlab-mcp","homepage":"https://gitlab.com/fforster/gitlab-mcp","source":"GITLAB_PUBLIC_PROJECTS","protocols":["MCP"],"capabilities":["AI","mcp","model-context-protocol"],"safetyScore":74,"overallRank":80,"updatedAt":"2026-04-15T00:20:05.405Z","createdAt":"2026-04-14T18:18:04.081Z","downloads":null},{"id":"6c0f914a-954b-49b2-a41c-b6a29595cc13","entityType":"agent","canonicalPath":"/agent/gitlab-ai-catalog-lx-industries-rmcp-openapi","slug":"gitlab-ai-catalog-lx-industries-rmcp-openapi","name":"rmcp-openapi","description":"Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)","url":"https://gitlab.com/lx-industries/rmcp-openapi","homepage":"https://gitlab.com/lx-industries/rmcp-openapi","source":"GITLAB_AI_CATALOG","protocols":["MCP"],"capabilities":["mcp","openapi","rust"],"safetyScore":80,"overallRank":73.6,"updatedAt":"2026-04-15T00:20:25.709Z","createdAt":"2026-04-14T18:11:14.776Z","downloads":null},{"id":"22fd91df-a057-46d0-9b63-c13f9b979bf9","entityType":"agent","canonicalPath":"/agent/gitlab-ai-catalog-lx-industries-rmcp-actix-web","slug":"gitlab-ai-catalog-lx-industries-rmcp-actix-web","name":"rmcp-actix-web","description":"An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)","url":"https://gitlab.com/lx-industries/rmcp-actix-web","homepage":"https://gitlab.com/lx-industries/rmcp-actix-web","source":"GITLAB_AI_CATALOG","protocols":["MCP"],"capabilities":["actix-web","mcp","rust"],"safetyScore":80,"overallRank":72.1,"updatedAt":"2026-04-15T00:20:25.262Z","createdAt":"2026-04-14T18:11:15.284Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[{"label":"MCP","href":"/agent/protocol/mcp"},{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}