by googleapis
An MCP server that streamlines database tool development by handling connection pooling, authentication, observability, and secure access, allowing agents to interact with databases via natural language.
by fireproof-storage
A simple JSON document store offering CRUD operations and field‑based sorting, designed to run as an MCP server for integration with AI tools.
by cloudera
Provides read‑only access to Iceberg tables via Apache Impala, exposing schema discovery and SQL query execution as JSON for LLM integration.
by chroma-core
Offers an MCP server exposing Chroma's vector database capabilities for LLM applications, supporting collection and document management, multiple embedding functions, and flexible client types such as in‑memory, persistent, HTTP, and cloud.
by aliyun
Provides a universal interface for AI agents to retrieve Hologres database metadata and execute SQL operations, including queries, DML, DDL, and procedure calls.
by StarRocks
Bridge between AI assistants and StarRocks databases, enabling direct SQL execution, schema exploration, data visualization and detailed overviews without complex client‑side setup.
by KWDB
Implements the Model Context Protocol to enable query execution, metadata retrieval, and prompt delivery for KWDB databases, delivering a uniform JSON API for read, write, and DDL operations.
by HarperDB
Provides an interface for MCP clients to retrieve data from HarperDB using standardized JSON-RPC calls, exposing tables and custom resources as structured resources.
by GreptimeTeam
Provides AI assistants with a secure and structured interface to list tables, read data, and execute SQL queries on GreptimeDB.
by FalkorDB
Provides a Model Context Protocol server that connects AI models to FalkorDB graph databases, translating queries and formatting responses according to the MCP standard.
by zilliztech
Provides access to Milvus vector database functionality through the Model Context Protocol, enabling LLM applications to perform vector search, hybrid search, collection management, and data operations via stdio or Server‑Sent Events.
by yugabyte
Enables large language models to directly query YugabyteDB, list tables with schemas and row counts, and execute read‑only SQL statements returning JSON results.
by ydb-platform
Provides a Model Context Protocol server that lets large language models perform natural‑language driven operations on YDB databases.
by Couchbase-Ecosystem
Interact with Couchbase clusters through a Model Context Protocol (MCP) server, enabling LLMs to perform CRUD operations, run SQL++ queries, and retrieve metadata directly from buckets, scopes, and collections.
by ClickHouse
Enables AI assistants to run read‑only ClickHouse queries, list databases and tables, and execute embedded chDB queries through an MCP interface.
by yuanoOo
Provides a secure interface for AI assistants to list tables, read data, and execute SQL queries on OceanBase databases via the Model Context Protocol.
by schemacrawler
Provides step‑by‑step guidance for running SchemaCrawler as an MCP server, demonstrating configuration, execution, and interaction via client requests.
by ravenwits
Provides a TypeScript‑based MCP server that enables seamless interaction with ArangoDB through a set of tools for querying, inserting, updating, removing, backing up data, and managing collections.
by prajwalnayak7
Provides an MCP server that exposes Redis operations as resources and tools for LLM integration, enabling caching, key‑value storage, list, hash, set, and Pub/Sub interactions with automatic reconnection handling.
by nolleh
Provides a Model Context Protocol (MCP) server for interacting with Vertica databases, enabling query execution, streaming, bulk loading, and schema management.
by lloydzhou
Provides access to Lark Bitable tables via the Model Context Protocol, enabling users to list, describe, and query tables with predefined tools.
by nabid-pf
Enables Claude to perform CRUD, aggregation and index operations on MongoDB databases, with optional Mongoose schema support for validation, hooks and soft‑delete handling.
by kiliczsh
Enables LLMs to interact with MongoDB databases via a standardized interface, offering schema inspection, query execution, aggregation, and write capabilities, with optional read‑only mode and smart ObjectId handling.
by idoru
Enables querying, writing, and managing InfluxDB resources through the Model Context Protocol, offering organized endpoints for organizations, buckets, measurements, and Flux queries.
by furey
Provides a local Model Context Protocol server that enables natural‑language interaction with MongoDB databases via LLMs, allowing queries, aggregations, schema analysis and administrative operations.
by isaacwasserman
Provides a Model Context Protocol server that connects to Snowflake, enabling execution of SQL queries, schema exploration, and dynamic insight aggregation through a set of tools and memo resources.
by executeautomation
Provides Claude with direct access to SQLite, SQL Server, PostgreSQL, and MySQL databases through an MCP server.
by edwinbernadus
Enables seamless interaction with NocoDB databases using natural language commands to perform CRUD operations, column management, bulk actions, and file‑based table creation.
by domdomegg
Provides read and write access to Airtable bases for AI systems, enabling inspection of schemas and manipulation of records.
by dianfengxiaobo
Enables structured data queries across multiple OPTIMADE material databases using configurable filter presets and provider endpoints, with natural‑language support and result summarization.
by designcomputer
Enables secure interaction with MySQL databases via the Model Context Protocol, allowing AI applications to list tables, read contents, and execute queries safely.
by datastax
Enables large language models to interact with Astra DB by exposing CRUD and query tools through a Model Context Protocol server.