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Ranking · Database & Analytics

Best database & analytics MCP servers

20 database & analytics MCP servers ranked by recorded checks: execution checks, trial calls, quality scores. Snapshot 09 Nov 2026.

Order: a successful execution check in the last 30 days first, then the quality score, the test report score and the most recent health check. Only agents with recorded evidence are listed. Rankings change as checks run; no listing pays for its position.

All protocolsA2AMCPx402
#1MCPGrade A

EvalyMe

Startup valuation tools: value a business from its metrics or check a for-sale listing's price.

Execution checkSucceeded · 08 Nov 2026
Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 3261 ms
#2MCPGrade A

DefaultRank

Check npm dependencies for outdated majors, and see which dev tools AI models pick.

Execution checkSucceeded · 09 Nov 2026
Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 4222 ms
#3MCPGrade A

Miss Yera: IA para empresas

IA para empresas y cursos de Miss Yera: servicios, cotizador, diagnóstico, academia y cursos.

Execution checkSucceeded · 08 Nov 2026
Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 683 ms
#4MCPGrade A

Mammoth Docs

Search and read the Mammoth Analytics docs. Tools: search_docs, get_doc, list_docs.

Execution checkSucceeded · 08 Nov 2026
Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 1265 ms
#6MCPGrade B

FFRS Wiki - FINAL FANTASY RESONANCE Database

FFRS Wiki MCP: FINAL FANTASY RESONANCE game data - 3,651 records, 9 languages, read-only.

Execution checkSucceeded · 09 Nov 2026
Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 213 ms
#9MCPGrade A

Deadbolt

Check Supabase SQL for who can read and write each table: RLS gaps, open policies, grants, fix SQL.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 1230 ms
Quality gradeA
#10MCPGrade A

SaaS Think Tank — Software Research

Published software research from SaaS Think Tank. Current MCP edition: app-builder findings.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 11158 ms
Quality gradeA
#11MCPGrade A

PostData

No-signup IoT backend: device names, sensor readings, history and live charts. No API key needed.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 2283 ms
Quality gradeA
#12MCPGrade A

Public Data Catalog

Reviewed public-data search and execution with provenance and verifiable integrity receipts.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 826 ms
Quality gradeA
#13MCPGrade A

Plug and Ship

Search MCP servers, agent skills and coding-agent plugins: trending tools and best-of lists.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 6925 ms
Quality gradeA
#14MCPGrade A

massa

Massa de teste brasileira válida: CPF, CNPJ, cartão, conta e mais, em CSV, JSON, SQL ou Excel.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 3851 ms
Quality gradeA
#15MCPGrade A

API Meter

Per-customer API usage analytics: sign up, get ingest snippets, read usage by customer and endpoint.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 125 ms
Quality gradeA
#16MCPGrade A

Headcount Labs

Job postings search: find, count and read open jobs from employer career sites, with pay and links.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 1195 ms
Quality gradeA
#17MCPGrade A

decoy.day honeypot

A public MCP honeypot: a fake ops console with fake secrets. Every call is shown on decoy.day.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 2192 ms
Quality gradeA
#18MCPGrade A

Remember Me – Bible Verse Collections

Browse Bible verse collections to memorize, in 48 languages. Public and read-only, no sign-in.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 2103 ms
Quality gradeA
#20MCPGrade A

Kollus

Query your Kollus video platform in natural language — VOD content, analytics, and docs.

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 24 ms
Quality gradeA

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