Data and Analytics MCP Servers

11 data and analytics MCP servers are cataloged, 0 with verified current-spec support.

MCP servers for analytics and data engineering: warehouses, BI and dashboards, event pipelines, dataset catalogs, and analysis utilities.

• Apache SkyWalking MCP - Spec Support Unverified

  The Apache SkyWalking project's own MCP server, a Go binary named swmcp that queries a SkyWalking OAP backend for traces, logs, metrics, topology and alarms. It serves stdio, streamable HTTP and legacy SSE, and authenticates to OAP rather than to its own callers. The 0.3.0 changelog entry on master says the server migrated to the official Go SDK and added support for the 2026-07-28 revision, but no 0.3.0 release is tagged: the newest tag is v0.2.0, so revision support is not yet recorded as shipped.

• growthbook-mcp - Earlier Revision

  Distributed as npm:@growthbook/mcp. Resolved from the published package: @growthbook/mcp 2.1.0 depends on @modelcontextprotocol/sdk@1.30.0, whose artifact implements 2025-11-25. This records what the artifact implements, not what a deployment negotiates.

• mcp - Earlier Revision

  Listed with a remote endpoint. Resolved from the published package: keboola-mcp-server 1.74.6 depends on mcp@1.28.1, whose artifact implements 2025-11-25. This records what the artifact implements, not what a deployment negotiates.

• mcp-server-chart - Earlier Revision

  Distributed as npm:@antv/mcp-server-chart. Resolved from the published package: @antv/mcp-server-chart 0.9.10 depends on @modelcontextprotocol/sdk@1.30.0, whose artifact implements 2025-11-25. This records what the artifact implements, not what a deployment negotiates.

• Power BI Modeling MCP Server - Earlier Revision

  Distributed as npm:@microsoft/powerbi-modeling-mcp. Checked 2026-08-25: the README states "This MCP Server supports the Elicitation MCP protocol", linking the 2025-06-18 specification's elicitation section; no later revision is named anywhere in the repository. Public Preview with no GitHub releases; npm 0.5.0-beta.12 ships platform-specific binaries with no SDK runtime dependency. Authority: the repository is in the microsoft GitHub organization, the package under the @microsoft npm scope, and the registry namespace com.microsoft is DNS-verified by the official registry.

• Search Console MCP - Earlier Revision

  Distributed as npm:search-console-mcp. Resolved from the published package: search-console-mcp 2.0.3 depends on @modelcontextprotocol/sdk@1.30.0, whose artifact implements 2025-11-25. This records what the artifact implements, not what a deployment negotiates.

• Semiotic - Earlier Revision

  Endpoint probe negotiated 2025-11-25; support for 2026-07-28 not confirmed.

• Splunk MCP Server - Earlier Revision

  Splunk publishes the Splunk MCP Server app (Splunkbase uid 7931, appid Splunk_MCP_Server) as an installable Splunkbase package for a customer's own Splunk Search Head or Search Head Cluster; there is no Splunk-hosted public endpoint and no linked source repository on the advisory, the CVE record, or the Splunkbase listing. The app's 1.3.1 release entry (published 2026-08-03 per the Splunkbase release API) states "Updated MCP protocol version to 2025-11-25," a vendor release note naming a revision, so spec_status is legacy with latest_spec 2025-11-25 and a matching support edge; no fetched page ties a revision to the current 2.0.0 release, and no page names 2026-07-28.

• TikTok for Business MCP Server - Spec Support Unverified

  TikTok's first-party MCP server for the TikTok Ads platform, documented on business-api.tiktok.com as packaging roughly 400 TikTok API for Business endpoints as MCP tools. It is served at two paths under /open_mcp/: tt-ads-mcp-flat loads the full tool set at connection time, and tt-ads-mcp-layer loads around 40 core tools with the rest discoverable on demand. Tokens are scoped per path. Authorization is OAuth 2.0 with dynamic client registration and PKCE (S256), access tokens valid 24 hours and refresh tokens 30 days. No TikTok surface names a supported MCP revision, so spec support is unverified.

• Weather MCP Server - Spec Support Unverified

  Distributed as pypi:mcp-weather-server. Authority resolved 2026-08-25: the publisher is the personal GitHub account isdaniel (PING-HSIU SHIH) and the server fronts the third-party Open-Meteo API, which the publisher does not operate. No MCP revision statement found (checked 2026-08-25): the README's "latest MCP Streamable HTTP specification" names no revision, and server.json's $schema date is the registry server schema, not a spec revision. PyPI requires mcp[cli]>=1.12.0, an ambiguous range.

• Weather MCP Server (dangahagan) - Spec Support Unverified

  Distributed as npm:@dangahagan/weather-mcp. Community: the server aggregates free public weather APIs the publisher does not operate. The README states zero API keys are required, which grounds auth none. No MCP revision statement found (checked 2026-08-27).