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Category Find a category Databases 3311 Files and storage 184 Memory and context 169 Developer tools 144 DevOps and infrastructure 134 Search and retrieval (RAG) 130 Data warehouses and analytics 119 Model and agent tools 109 Security 93 Monitoring and observability 89

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Queue AIops io.github.AIops-tools/queue-aiops

Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.

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Databases Official MCP Registry Local
PySpark MCP io.github.AnnasMazhar/pyspark-mcp

SQL migration, AWS Glue job generation, and PySpark optimization as an MCP server.

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Databases Official MCP Registry Local
Database Universal io.github.CSOAI-ORG/database-universal-mcp

Database Universal MCP Server by MEOK AI Labs

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Databases Official MCP Registry · PyPI Local
Meok Koikeeper Ai io.github.CSOAI-ORG/meok-koikeeper-ai-mcp

Koi-pond MCP server — varieties database (Gosanke + secondary), pond stocking calc, koi-specific

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Databases Official MCP Registry · PyPI Local
Sql Builder Ai io.github.CSOAI-ORG/sql-builder-ai-mcp

Sql Builder Ai MCP Server by MEOK AI Labs

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Databases Official MCP Registry · PyPI Local
FronyBoard io.github.Cafelatte1/fronyboard

Project tracker for AI agents: roadmap, periods, tasks and a validation gate, in one SQLite file

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Project management Official MCP Registry Local
CPersona io.github.Cloto-dev/cpersona

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.

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Databases Official MCP Registry Local
Couchbase Guru io.github.Couchbase-Ecosystem/couchbase-guru

Search the Couchbase documentation from your MCP client via a hosted documentation agent.

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Databases Official MCP Registry Local
Crumbtrail io.github.CrumbtrailDev/crumbtrail

Recorded browser sessions, backend spans, and database row diffs as one ranked fix bundle.

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Databases Official MCP Registry Local
Django ORM Lens io.github.FROWNINGdev/django-orm-lens

Django ORM static analysis MCP. Models, relations, migrations, indexes, signals, N+1.

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Databases Official MCP Registry Local
Localhost Doctor io.github.Jazzfer-2003/localhost-doctor

Diagnoses broken XAMPP/WAMP localhost stacks: port conflicts, crashed Apache/MySQL, error logs

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Databases Official MCP Registry Local
AdoMcp io.github.John0King/adomcp

Database MCP server for schema discovery, comments, and SQL queries.

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Databases Official MCP Registry Local
Mushroomdb io.github.MatthewSherlin/mushroomdb

Embedded graph database for agents: declare association rules once, edges maintain themselves.

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Databases Official MCP Registry Local
Tablebridge io.github.Michael-WhiteCapData/tablebridge-mcp

Query a folder of CSV / Parquet / JSON files with SQL — one queryable source, read-only.

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Files and storage Official MCP Registry Local
sql-steward io.github.Pawansingh3889/sql-steward

The agent never writes SQL: queries compile from a semantic layer you control, PII refused first.

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Databases Official MCP Registry Local
sqlglass io.github.S-CurveLabs/sqlglass

SQL Server / Azure SQL for agents: real schema, lint, read-only runs, plans, write previews.

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Databases Official MCP Registry Local
SAP HANA CLI io.github.SAP-samples/hana-cli

150+ SAP HANA database tools as MCP tools for AI assistants

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Databases Official MCP Registry Local
rmbr io.github.SRock44/rmbr

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

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Databases Official MCP Registry Local
Brownfield Cartographer io.github.Sanoy24/brownfield-cartographer

Local impact and table, column and Airflow lineage for SQL, dbt, Python and TypeScript repos.

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Data warehouses and analytics Official MCP Registry Local
Tinycontext io.github.TinySuiteHQ/tinycontext

Token-light local memory with SQLite hybrid retrieval for MCP agents.

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Databases Official MCP Registry Local

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