This list contains MCP Servers that let AI agents directly tap into your databases and cloud files to fetch, search, and query real-time business data.
This list includes both Official Integrations as well as Community Servers. Official Integrations are maintained by companies building production ready MCP servers for their platforms, while Community Servers are community-developed and maintained servers that demonstrate various applications of MCP across different domains.
| Name | Description | GitHub Repo |
|---|---|---|
| Aiven | Navigate your Aiven projects and work with PostgreSQL®, Apache Kafka®, ClickHouse® & OpenSearch® services. | https://github.com/Aiven-Open/mcp-aiven |
| Alibaba Cloud AnalyticDB for MySQL | Connect to AnalyticDB-MySQL clusters for metadata, querying and analytics. | https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server |
| Alibaba Cloud AnalyticDB for PostgreSQL | Interface with AnalyticDB-PG instances to run and analyze SQL. | https://github.com/aliyun/alibabacloud-adbpg-mcp-server |
| Alibaba Cloud OpenSearch | Standardized tools for querying OpenSearch clusters. | https://github.com/aliyun/alibabacloud-opensearch-mcp-server |
| Alibaba Cloud RDS | Programmatic management of RDS resources via MCP. | https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server |
| Apache Doris | Real-time MPP data-warehouse querying with Doris. | https://github.com/apache/doris-mcp-server |
| Apache IoTDB | Time-series database access & tooling for IoTDB. | https://github.com/apache/iotdb-mcp-server |
| Astra DB | Manage collections & docs in DataStax Astra NoSQL. | https://github.com/datastax/astra-db-mcp |
| Chroma | Vector-search, embeddings & document DB for AI apps. | https://github.com/chroma-core/chroma-mcp |
| ClickHouse | High-performance analytical queries on ClickHouse. | https://github.com/ClickHouse/mcp-clickhouse |
| Cloudera Iceberg | AI on the open data-lakehouse with Iceberg tables. | https://github.com/cloudera/iceberg-mcp-server |
| Convex | Introspect & query Convex cloud apps. | https://stack.convex.dev/convex-mcp-server |
| Couchbase | Interact with data in Couchbase clusters. | https://github.com/Couchbase-Ecosystem/mcp-server-couchbase |
| Elasticsearch | Natural-language queries over Elasticsearch indices. | https://github.com/elastic/mcp-server-elasticsearch |
| FalkorDB | Graph DB with Cypher read/write & schema insight. | https://github.com/FalkorDB/FalkorDB-MCPServer |
| Fireproof | Immutable ledger DB with live sync. | https://github.com/fireproof-storage/mcp-database-server |
| GibsonAI | Build, migrate & deploy cloud databases with AI. | https://github.com/GibsonAI/mcp |
| GreptimeDB | Secure exploratory analytics on GreptimeDB. | https://github.com/GreptimeTeam/greptimedb-mcp-server |
| Harper | Unified interface to data in Harper systems. | https://github.com/HarperDB/mcp-server |
| Hologres | Query & analyze data in Hologres warehouses. | https://github.com/aliyun/alibabacloud-hologres-mcp-server |
| KurrentDB | Rapid data exploration & projections on KurrentDB. | https://github.com/kurrent-io/mcp-server |
| Kuzu | Inspect schemas & run graph queries on Kuzu. | https://github.com/kuzudb/kuzu-mcp-server |
| KWDB | Read, write, query & DDL on KWDB instances. | https://github.com/KWDB/kwdb-mcp-server |
| Memgraph | Lightning-fast graph queries on Memgraph. | https://github.com/memgraph/mcp-memgraph |
| Milvus | Vector-database search & similarity queries. | https://github.com/zilliztech/mcp-server-milvus |
| Microsoft Dataverse | NL-powered queries, inserts & updates over Dataverse tables. | https://go.microsoft.com/fwlink/?linkid=2320176 |
| MongoDB | Access MongoDB Community & Atlas clusters. | https://github.com/mongodb-js/mongodb-mcp-server |
| MotherDuck | DuckDB-compatible analytics in the cloud & locally. | https://github.com/motherduckdb/mcp-server-motherduck |
| 🗄️ MSSQL | Secure read-only or full MSSQL access with schema inspection. | https://github.com/aekanun2020/mcp-server |
| MCP Toolbox for Databases | Unified tools for AlloyDB, BigQuery, Spanner, Neo4j & more. | https://github.com/googleapis/genai-toolbox |
| Neo4j | Full Cypher read/write on Neo4j graph DB. | https://github.com/neo4j-contrib/mcp-neo4j |
| Neon | Serverless Postgres platform queries & admin. | https://github.com/neondatabase/mcp-server-neon |
| Nile | Postgres re-engineered for B2B—tenant-aware queries. | https://github.com/niledatabase/nile-mcp-server |
| OceanBase | High-performance distributed SQL/NoSQL queries. | https://github.com/oceanbase/mcp-oceanbase |
| Qdrant | Semantic vector search engine as a memory layer. | https://github.com/qdrant/mcp-server-qdrant |
| Redis | Manage & search in-memory Redis data stores. | https://github.com/redis/mcp-redis |
| Redis Cloud API | Natural-language control of Redis Cloud resources. | https://github.com/redis/mcp-redis-cloud |
| SingleStore | High-speed analytics on SingleStore DB. | https://github.com/singlestore-labs/mcp-server-singlestore |
| StarRocks | Columnar MPP OLAP engine queries via MCP. | https://github.com/StarRocks/mcp-server-starrocks |
| TiDB | Hybrid-transactional-analytical DB (HTAP) interface. | https://github.com/pingcap/pytidb |
| Tinybird | Serverless ClickHouse—stream & query real-time data. | https://github.com/tinybirdco/mcp-tinybird |
| Upstash | Run Redis commands & manage DBs on Upstash. | https://github.com/upstash/mcp-server |
| Name | Description | GitHub Repo |
|---|---|---|
| Airtable | Read and write access to Airtable databases, with schema inspection. | https://github.com/domdomegg/airtable-mcp-server |
| Airtable | Integrate Airtable with Claude and other LLMs. | https://github.com/felores/airtable-mcp |
| ArangoDB | A Model Context Protocol server implementation for interfacing with ArangoDB, providing document and graph database operations. | https://github.com/Caravaggio-Lab/arango-mcp |
| Astra DB | Comprehensive tools for managing collections and documents in DataStax Astra DB. | https://github.com/datastax/astra-db-mcp |
| AWS Athena | Run SQL queries with the Amazon Athena metastore on data in Amazon S3. | https://github.com/lishenxydlgzs/aws-athena-mcp |
| Azure ADX | Run Kusto queries on Azure Data Explorer for log analytics, time-series data, and more. | https://github.com/pab1it0/adx-mcp-server |
| BigQuery | Uses Google BigQuery datasets, lists tables, and fetches schema to build and run SQL queries. | https://github.com/LucasHild/mcp-server-bigquery |
| BigQuery | Run SQL queries against Google BigQuery datasets. | https://github.com/ergut/mcp-bigquery-server |
| consul-mcp | A Consul MCP server for service management and key-value store operations. | https://github.com/kocierik/consul-mcp-server |
| DBHub | Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and more. | https://github.com/bytebase/dbhub/ |
| DevDb | An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases. | https://github.com/damms005/devdb-vscode?tab=readme-ov-file#mcp-configuration |
| DynamoDB-Toolbox | Leverages your schemas and access patterns to interact with your AWS DynamoDB database using natural language. | https://github.com/MadManLF/dynamodb-toolbox-mcp |
| DPLP | Searches the DBLP computer science bibliography database. | https://github.com/szeider/mcp-dblp |
| Elasticsearch | MCP server implementation that provides Elasticsearch interaction. | https://github.com/cr7258/elasticsearch-mcp-server |
| FalkorDB | Provides a fully searchable vector data store for embeddings and metadata. | https://github.com/FalkorDB/FalkorDB-MCPServer |
| GreptimeDB | Connects to GreptimeDB, enabling time-series and analytical queries. | https://github.com/GreptimeTeam/greptimedb-mcp-server |
| Harper | Integrates with HarperDB for low-latency, schema-less data operations. | https://github.com/HarperDB/mcp-server |
| Hologres | Runs SQL queries and analytics on Alibaba Cloud’s Hologres database. | https://github.com/aliyun/alibabacloud-hologres-mcp-server |
| Honeycomb | Send structured events and run queries on Honeycomb observability data. | https://github.com/honeycombio/honeycomb-mcp |
| MariaDB | MariaDB database integration with configurable access controls. | https://github.com/abel9851/mcp-server-mariadb |
| Meilisearch | Interact & query with Meilisearch (full-text & semantic search API). | https://github.com/meilisearch/meilisearch-mcp |
| Memgraph | Query your data in Memgraph’s graph database (mcp-memgraph). | https://github.com/memgraph/mcp-memgraph |
| Memgraph | Query your data in Memgraph’s graph database (ai-toolkit integration). | https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph |
| Microsoft Dataverse | Query and manage tables in Microsoft Dataverse environments. | https://go.microsoft.com/fwlink/?linkid=2320176 |
| Milvus | Connects to a Milvus vector database for semantic search tasks. | https://github.com/zilliztech/mcp-server-milvus |
| Momento | Connects to Momento’s serverless cache for real-time data retrieval. | https://github.com/momentohq/mcp-momento |
| MongoDB | Integrate with MongoDB for document-oriented data operations. | https://github.com/mongodb-js/mongodb-mcp-server |
| MotherDuck | Query analytics on MotherDuck’s serverless DuckDB platform. | https://github.com/motherduckdb/mcp-server-motherduck |
| Neo4j | Run Cypher queries and manage data in a Neo4j graph database. | https://github.com/neo4j-contrib/mcp-neo4j/ |
| Neon | Connect to Neon’s cloud-native Postgres service. | https://github.com/neondatabase/mcp-server-neon |
| Nile | Interact with Nile’s fully managed Postgres analytics service. | https://github.com/niledatabase/nile-mcp-server |
| Nerve | Query your project’s key-value store via Nerve’s API. | https://github.com/nerve-hq/nerve-mcp-server |
| OceanBase | Secure interaction with OceanBase databases. | https://github.com/yuanoOo/oceanbase_mcp_server |
| StarRocks | Interact with StarRocks analytical database. | https://github.com/StarRocks/mcp-server-starrocks |
| TiDB | MCP server to interact with TiDB database platform. | https://github.com/pingcap/pytidb |
| Tinybird | Interact with Tinybird’s serverless ClickHouse platform. | https://github.com/tinybirdco/mcp-tinybird |
| Upstash | Manage Redis databases and run Redis commands on Upstash with natural language. | https://github.com/upstash/mcp-server |
| YDB | Query YDB databases. | https://github.com/ydb-platform/ydb-mcp |
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