Data as of
Best Databases MCP Servers (2026): Top 10 Compared
Compare the best Databases MCP servers: 10 ranked picks from 679 available entries, ordered by recorded quality score, then non-monorepo repository stars. Shared monorepo stars are not used for ranking.
Best Databases MCP servers at a glance
— = not recorded in our data
| Rank / Server | Repo Stars | Last Push | Tools | Transports | Remote | Auth | License |
|---|---|---|---|---|---|---|---|
| 1. Redis | 91,342 repo stars (monorepo) | — | stdio | No | — | — | |
| 2. Postgres | 91,342 repo stars (monorepo) | — | stdio | No | — | — | |
| 3. MCP Toolbox for Databases | 16,678 repo stars | 2 | stdio | No | — | Apache-2.0 | |
| 4. Supabase MCP Server | 2,959 repo stars | 33 | stdio | No | — | Apache-2.0 | |
| 5. MongoDB MCP Server | 1,143 repo stars | 27 | stdio | No | — | Apache-2.0 | |
| 6. Whodb | 5,035 repo stars | — | stdio | No | — | — | |
| 7. atlas-mcp-server | 1,143 repo stars | — | stdio | No | — | Apache-2.0 | |
| 8. codegraphcontext | 4,293 repo stars | — | stdio | No | — | — | |
| 9. Neon MCP Server | 654 repo stars | 30 | stdio | No | — | MIT | |
| 10. Postgres MCP Pro | 3,403 repo stars | 9 | stdio | No | — | MIT |
How we ranked Databases MCP servers
Ranked by the stored quality_score, then non-monorepo repository stars; shared monorepo stars are excluded from the star tie-break. Remaining ties use server slug order. Up to ten visible published or generated entries are shown. Missing scores sort below recorded scores. We do not reconstruct or invent a score.
Stars and last push prefer the latest GitHub stats row, with server fields as fallback. Shared repositories are explicitly labeled repo stars (monorepo), never per-server stars. Tools are documented snapshots, not live capability checks.
Re-ranked from request-time data. Indexing requires six editorially published servers, including three pushed within six months, plus explicit publication approval.
Redis
Best for teams seeking a documented stdio connection.
It has 91,342 repo stars (monorepo), shared across the repository, not per-server stars. The last recorded push was 2026-10-13. Recorded transports: stdio. Remote: No. License: —. Tool count: —.
Runtime: node. Authentication: —. Recorded quality score: 7.117895. Tags: database, redis, key-value-store.
Tool names: —.
Postgres
Best for teams seeking a documented stdio connection.
It has 91,342 repo stars (monorepo), shared across the repository, not per-server stars. The last recorded push was 2026-10-13. Recorded transports: stdio. Remote: No. License: —. Tool count: —.
Runtime: node. Authentication: —. Recorded quality score: 7.107895. Tags: database-access, postgresql, read-only.
Tool names: —.
MCP Toolbox for Databases
Best for evaluating list_tables alongside 1 other documented tools.
Its repository has 16,678 stars. The last recorded push was 2026-10-17. The documented tool list contains 2 tools. Recorded transports: stdio. Remote: No. License: Apache-2.0.
Runtime: go. Authentication: —. Recorded quality score: 6.570278. Tags: connection-pooling, custom-tools, databases, opentelemetry, sql.
Tool names: list_tables, execute_sql.
Supabase MCP Server
Best for evaluating search_docs alongside 32 other documented tools.
Its repository has 2,959 stars. The last recorded push was 2026-10-17. The documented tool list contains 33 tools. Recorded transports: stdio. Remote: No. License: Apache-2.0.
Runtime: node. Authentication: —. Recorded quality score: 6.41855. Tags: database-migrations, edge-functions, postgresql, read-only, supabase.
Tool names: search_docs, list_organizations, get_organization, list_projects, get_project (+28 more).
MongoDB MCP Server
Best for evaluating aggregate-db alongside 26 other documented tools.
Its repository has 1,143 stars. The last recorded push was 2026-10-16. The documented tool list contains 27 tools. Recorded transports: stdio. Remote: No. License: Apache-2.0.
Runtime: node. Authentication: —. Recorded quality score: 5.986706. Tags: database-queries, mongodb, mongodb-atlas, schema-inspection.
Tool names: aggregate-db, aggregate, collection-indexes, collection-schema, collection-storage-size (+22 more).
Whodb
Best for teams seeking a documented stdio connection.
Its repository has 5,035 stars. The last recorded push was 2026-10-18. Recorded transports: stdio. Remote: No. License: —. Tool count: —.
Runtime: —. Authentication: —. Recorded quality score: 5.950309. Tags: elasticsearch, database, redis, data, duckdb, mariadb, memcached, postgres, cli, codex, claude, mongodb, mysql, sqlite.
Tool names: —.
atlas-mcp-server
Best for teams seeking a documented stdio connection.
Its repository has 1,143 stars. The last recorded push was 2026-10-16. Recorded transports: stdio. Remote: No. License: Apache-2.0. Tool count: —.
Runtime: node. Authentication: —. Recorded quality score: 5.906706.
Tool names: —.
codegraphcontext
Best for teams seeking a documented stdio connection.
Its repository has 4,293 stars. The last recorded push was 2026-10-17. Recorded transports: stdio. Remote: No. License: —. Tool count: —.
Runtime: —. Authentication: —. Recorded quality score: 5.869103. Tags: vibe, coding.
Tool names: —.
Neon MCP Server
Best for evaluating __node_version alongside 29 other documented tools.
Its repository has 654 stars. The last recorded push was 2026-10-16. The documented tool list contains 30 tools. Recorded transports: stdio. Remote: No. License: MIT.
Runtime: node. Authentication: —. Recorded quality score: 5.852447. Tags: database-branching, neon, oauth, postgresql, schema-migrations.
Tool names: __node_version, list_projects, create_project, delete_project, describe_project (+25 more).
Postgres MCP Pro
Best for evaluating list_schemas alongside 8 other documented tools.
Its repository has 3,403 stars. The last recorded push was 2026-08-17. The documented tool list contains 9 tools. Recorded transports: stdio. Remote: No. License: MIT.
Runtime: python. Authentication: —. Recorded quality score: 5.80384. Tags: database-health, index-tuning, postgresql, query-optimization.
Tool names: list_schemas, list_objects, get_object_details, execute_sql, explain_query (+4 more).
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