Databases & Data MCP Servers

Open-source customer feedback platform: search and triage posts, update statuses, comment, vote, manage roadmaps, merge duplicates and…

Build and manage data pipelines, add custom connectors, and chat with your data.

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over…

Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.

MCP server for interacting with Elasticsearch

Neo4j official MCP Server

MCP Server for Snowflake from Snowflake Labs

MongoDB database integration.

Generate visual charts dynamically using Apache ECharts.

Power BI MCP server (Supports Windows and macOS)

Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with…

MySQL CRUD plus database anomaly analysis and role-based permission control, with easily extensible custom tools.

Rust MCP server for multi-agent coordination: 45 tools and 25 resources, Git-backed archive, SQLite indexing, advisory file locks, a…

Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser…

Firebase services including Auth, Firestore and Storage.

Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI

Interact with Milvus and Zilliz databases.

Analyze T-SQL scripts for design, naming, and performance issues and prevent bad practices.

Fetch data from databases with natural-language queries, using XiyanSQL as the text-to-SQL model.

An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.

Cross-session memory for AI coding agents via six tools; local-first SQLite store.

Operational ontology reference implementation: tools generated from a typed business domain model, with rule-checked, audited writes to…

Full-featured MongoDB database integration.

Find, wire, and render microcharts — word-sized React charts with generated alt text.

Connect to any JDBC-compatible database to query, insert, update, delete and more.

Supabase MCP server created in Python.

Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning intelligence pipeline.

Snowflake integration with read and optional write operations, plus insight tracking.

Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.

MCP Server for Postgres

Persistent cross-session memory for Claude & AI agents. Self-host on Redis/Valkey, or use the managed SaaS at recallmcp.com.

DuckDB database integration with schema inspection and query capabilities.

Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.

MongoDB integration for interacting directly with databases.

Your AI forgets every session. Give it a memory you can audit: local-first, review-gated agent memory — one SQLite vault for DSH, Claude…

SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.

MySQL database integration for secure database operations.

Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.

🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring,…

Use Weaviate collections as a knowledge base and as a chat memory store.

Evidence-tracked local memory MCP server: one SQLite file; corrections retire dependent memories.

Alibaba Cloud Tablestore: add documents and search them semantically by vectors and scalars, suited to serverless RAG.

Connect any open data source to LLMs.

Access and query Google BigQuery databases.

An MCP Server for your Self Hosted Supabase

Production‑ready MCP server for Zotero to save open preprints (arXiv, CVF, bio/med/chemRxiv) with rich metadata and smart PDF attachments…

Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.

MCP Server for Turkish Thesis Database

MCP Server for working with large Oracle databases

BigQuery database integration with schema inspection and query capabilities.

Interact with SQLite databases.

Interact with and control Jupyter Notebooks.

MCP server for natural language interaction with Power BI datasets

Provides programmatic access to Tiger Cloud services, databases, and documentation.

MCP server for Trino distributed SQL query engine access

Run queries against Memgraph and access its schema.

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

Forecasting and prediction with Chronulus AI agents.

MCP Server for OceanBase database and its tools