# Databases & data MCP servers in 2026: Vibe Shipped directory

> Remote MCP servers (streamable HTTP) from the official MCP Registry, probed daily.

16 entries. Last verification run: 2026-10-27.

## MCP servers / Databases & data

- [Dataset Diff & Change Detector](https://vibeshipped.io/directory/mcp-servers/dataset-diff-detector) (Verified working on 2026-10-27): Compare two versions of a JSON row list: what was added, removed or changed, field by field.
- [CompletionKit](https://vibeshipped.io/directory/mcp-servers/evals) (Verified working on 2026-10-27): Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
- [Veto — SQL Safety & Cost Oracle](https://vibeshipped.io/directory/mcp-servers/veto) (Verified working on 2026-10-27): Deterministic safety, correctness & cost gate that vets Postgres SQL before your AI agent runs it.
- [Run402](https://vibeshipped.io/directory/mcp-servers/com-run402-mcp) (Verified working on 2026-10-27): x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
- [site](https://vibeshipped.io/directory/mcp-servers/com-walkthroughdesk-site) (Verified working on 2026-10-27): WalkthroughDesk: the site's own MCP server — dataset; every answer cites the site.
- [site](https://vibeshipped.io/directory/mcp-servers/site) (Verified working on 2026-10-27): Taxyearvo: the site's own MCP server — dataset; every answer cites the site.
- [site](https://vibeshipped.io/directory/mcp-servers/com-telescopecomparehq-site) (Verified working on 2026-10-27): TelescopeCompareHQ: the site's own MCP server — dataset, enquiry (enquiry = a human handoff, not...
- [site](https://vibeshipped.io/directory/mcp-servers/com-termslane-site) (Verified working on 2026-10-27): Termslane: the site's own MCP server — dataset; every answer cites the site.
- [Appbricx](https://vibeshipped.io/directory/mcp-servers/appbricx) (Reachable on 2026-10-27: sign-in required, tools not listed): Build, verify and deploy full-stack apps: Postgres, sign-in, workflows, realtime, AI, rollback.
- [ImageToLayers](https://vibeshipped.io/directory/mcp-servers/image-to-layers) (Reachable on 2026-10-27: sign-in required, tools not listed): Split images into editable layers (PSD/PNG), outpaint images, and generate clean vector SVGs.
- [Neon](https://vibeshipped.io/directory/mcp-servers/com-neon-mcp) (Reachable on 2026-10-27: sign-in required, tools not listed): Official Neon MCP server for managing Neon projects and Lakebase Postgres databases.
- [nlqdb — analytical memory for AI agents](https://vibeshipped.io/directory/mcp-servers/nlqdb) (Reachable on 2026-10-27: sign-in required, tools not listed): Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.
- [Supabase](https://vibeshipped.io/directory/mcp-servers/com-supabase-mcp) (Reachable on 2026-10-27: sign-in required, tools not listed): MCP server for interacting with the Supabase platform
- [UmbPanel — UmbHost GreenStack management](https://vibeshipped.io/directory/mcp-servers/umbpanel-mcp) (Reachable on 2026-10-27: sign-in required, tools not listed): Manage your UmbHost GreenStack hosting: deploys, Cloudflare, databases, SFTP, email and domains.
- [Vectorize](https://vibeshipped.io/directory/mcp-servers/vectorize) (Reachable on 2026-10-27: sign-in required, tools not listed): Hosted MCP front door to the Vectorize API: raster-to-vector tracing to SVG, PDF, EPS or DXF.
- [WalkMyPlan](https://vibeshipped.io/directory/mcp-servers/walkmyplan) (Reachable on 2026-10-27: sign-in required, tools not listed): Describe a house or upload a DWG/vector-PDF plan and get a walkable, editable 3D model.

Ranking rule: Within a category, entries sort by (1) latest verification: verified working, then reachable but sign-in required, then failing; (2) share of daily checks that passed; (3) number of sourced facts attached to the entry; (4) median response time of passing checks; (5) name. Nothing else counts. Rankings are never for sale: sponsors and paid plans cannot change an entry's position.