{
 "categories": [
  "observability",
  "database"
 ],
 "deployment": "hybrid",
 "evidence": [
  {
   "date": "2026-10-13",
   "fact": "homepage",
   "note": "The MCP README identifies VictoriaMetrics and links https://docs.victoriametrics.com/victoriametrics/.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "license",
   "note": "The public GitHub API reports SPDX license Apache-2.0 for VictoriaMetrics/VictoriaMetrics and describes it as a time series database.",
   "source": "https://api.github.com/repos/VictoriaMetrics/VictoriaMetrics",
   "tier": "scraped"
  },
  {
   "date": "2026-10-13",
   "fact": "deployment",
   "note": "The README says the server works with single-node VictoriaMetrics, cluster VictoriaMetrics, and VictoriaMetrics Cloud.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "platforms",
   "note": "The binary install example is Linux x86_64. The README says other architectures and platforms are also available, without naming them in the opened section.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.api.exists",
   "note": "The URL examples document HTTP query and import endpoints for single-node and cluster VictoriaMetrics.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.api.kinds[0]",
   "note": "Examples are HTTP calls such as /prometheus/api/v1/query and /prometheus/api/v1/query_range.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.api.auth[0]",
   "note": "VM_INSTANCE_BEARER_TOKEN is documented as the authentication token for the VictoriaMetrics API.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.api.auth[1]",
   "note": "VMC_API_KEY is documented as an API key from the VictoriaMetrics Cloud console, used instead of an instance URL.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.api.coverage",
   "note": "The opened examples include instant queries, range queries, and a Prometheus import path. The page is a set of examples, not a full API catalog, so coverage is partial.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.api.docs",
   "note": "Opened as the current VictoriaMetrics URL examples.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.mcp.first_party",
   "note": "The VictoriaMetrics organization README documents the VictoriaMetrics MCP server.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.mcp.verdict",
   "note": "The server is published by VictoriaMetrics, so the verdict is official.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.data_access.export[0]",
   "note": "The query examples are HTTP API calls that return query results.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "modalities.data_access.import[0]",
   "note": "The page documents an insert path ending in /prometheus/api/v1/import/prometheus.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "verdict.scores.api",
   "note": "Documented HTTP query and import APIs, with bearer and Cloud API key authentication described in the vendor MCP README. Score 7.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "verdict.scores.mcp",
   "note": "Official MCP server for read-only VictoriaMetrics APIs, plus a public playground endpoint. Score 7.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "freshness.watch[0].url",
   "note": "Opened as the current VictoriaMetrics URL examples.",
   "source": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "freshness.watch[1].url",
   "note": "Opened as the current VictoriaMetrics MCP server README.",
   "source": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md",
   "tier": "declared"
  },
  {
   "date": "2026-10-13",
   "fact": "freshness.watch[2].url",
   "note": "Opened as the public GitHub repository record used for the Apache-2.0 license.",
   "source": "https://api.github.com/repos/VictoriaMetrics/VictoriaMetrics",
   "tier": "scraped"
  }
 ],
 "freshness": {
  "last_verified": "2026-10-13",
  "volatility": "medium",
  "watch": [
   {
    "type": "docs",
    "url": "https://docs.victoriametrics.com/victoriametrics/url-examples/"
   },
   {
    "type": "mcp",
    "url": "https://raw.githubusercontent.com/VictoriaMetrics/mcp-victoriametrics/master/README.md"
   },
   {
    "type": "docs",
    "url": "https://api.github.com/repos/VictoriaMetrics/VictoriaMetrics"
   }
  ]
 },
 "homepage": "https://docs.victoriametrics.com/victoriametrics/",
 "id": "victoriametrics",
 "license": "open-source",
 "modalities": {
  "agent_docs": {
   "llms_txt": "unknown"
  },
  "api": {
   "auth": [
    "bearer",
    "cloud-api-key"
   ],
   "coverage": "partial",
   "docs": "https://docs.victoriametrics.com/victoriametrics/url-examples/",
   "exists": true,
   "kinds": [
    "rest"
   ]
  },
  "cli": {
   "exists": "unknown"
  },
  "computer_use": {
   "issues": [],
   "viability": "unknown"
  },
  "data_access": {
   "export": [
    "json"
   ],
   "import": [
    "prometheus"
   ]
  },
  "extensibility": {
   "scripting": [],
   "webhooks": "unknown"
  },
  "integrations": {
   "make": "unknown",
   "n8n": "unknown",
   "power_automate": "unknown",
   "zapier": "unknown"
  },
  "mcp": {
   "first_party": true,
   "third_party": [],
   "verdict": "official"
  },
  "rpa": {
   "drivability": "unknown",
   "notes": "No repeatable UI probe was run. VictoriaMetrics documents HTTP APIs and a first-party read-only MCP server.\n",
   "ui_stack": [],
   "vendor_support": []
  },
  "sdk": {
   "exists": "unknown",
   "languages": [],
   "official": "unknown"
  }
 },
 "name": "VictoriaMetrics",
 "platforms": [
  "linux"
 ],
 "related": {
  "alternatives": [
   "influxdb",
   "grafana",
   "clickhouse"
  ],
  "our_products": []
 },
 "schema_version": 1,
 "score_version": 1,
 "status": "active",
 "vendor": "VictoriaMetrics",
 "verdict": {
  "best_path": "api",
  "scores": {
   "api": 7,
   "cli": null,
   "computer_use": null,
   "integrations": null,
   "mcp": 7,
   "overall": 7,
   "rpa": null
  },
  "summary": "VictoriaMetrics is automatable today through its HTTP APIs. This record is the VictoriaMetrics time-series database, including single-node, cluster, and VictoriaMetrics Cloud as named in the MCP README. VictoriaLogs, VictoriaTraces, and Anomaly Detection were not reviewed. The URL examples document Prometheus-compatible HTTP endpoints, including /api/v1/query and /api/v1/query_range on single-node and cluster select paths, and an insert path for Prometheus text at /insert/.../prometheus/api/v1/import/prometheus. The MCP README says a bearer token can authenticate the VictoriaMetrics API, and that VictoriaMetrics Cloud can use an API key from the Cloud console instead of an instance URL. The VictoriaMetrics organization publishes mcp-victoriametrics. The README says the server exposes read-only VictoriaMetrics APIs for queries, labels, rules, cardinality, and documentation search. It supports stdio, SSE, and streamable HTTP. A public playground is documented at https://play-mcp.victoriametrics.com/mcp against the public VictoriaMetrics playground. Linux x86_64 is the binary example on that README. The public GitHub API for VictoriaMetrics/VictoriaMetrics reports the Apache License 2.0. Connector catalogs were not opened. Computer-use viability is unassessed. API scores 7. MCP scores 7. API is the best path because the HTTP API includes the import path, while the MCP server is documented as read-only.\n"
 }
}