Connect and unify data across various platforms and databases with MindsDB as a single MCP server.
Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware…
npx screenpipe recordMemory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
pip install cogneeHindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory
npx skills add https://github.com/vectorize-io/hindsight --skill hindsight-docsOpen source MCP server specializing in easy, fast, and secure tools for Databases.
npx @toolbox-sdk/server --config tools.yamlTransform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge.
pip install skill-seekersRead-only SQL access with schema introspection. Inspect tables, run queries, and explain plans safely.
npx -y @modelcontextprotocol/server-postgres postgresql://localhost/mydbQuery and mutate local SQLite databases, with built-in business-insight memo tooling.
npx -y @modelcontextprotocol/server-sqlite ./app.dbBaserow database integration with table search, list, and row create, read, update, and delete capabilities.
Manage projects, run SQL, inspect schemas and tail logs against a Supabase Postgres backend.
npx -y @supabase/mcp-server-supabase@latestAn MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
pip install codegraphcontextRun aggregations and CRUD operations, inspect collections and indexes on a MongoDB cluster.
npx -y mongodb-mcp-serverAll-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks
pipx install postgres-mcpGet, set and scan keys, manage TTLs and inspect a Redis instance for caching and queue debugging.
npx -y @redis/mcp-serverMySQL database integration in NodeJS with configurable access controls and schema inspection
npx @benborla29/mcp-server-mysqlQuery more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
pip install mysql-mcp-serverProduction-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your own Knowledge Graph and for Context Engineering
Valkey-first observability with Redis compatibility. Query real-time metrics, analyze slow commands, detect hot keys, and investigate performance issues directly from AI coding assistants.
npx @betterdb/monitorOne-stop backend services for WeChat Mini-Programs and full-stack apps.
Built-in MCP server for ArcadeDB, a multi-model database (graph, document, key-value, time-series, vector) with SQL, Cypher, Gremlin, and MongoDB QL support.
Supabase MCP Server with support for SQL query execution and database exploration tools
pipx install supabase-mcp-serverClickHouse database integration with schema inspection and query capabilities
An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres
npx neonctl@latest initNatural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase
Airtable database integration with schema inspection, read and write capabilities
Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases.
A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon).
Privacy-first document search server running entirely locally.
npx mcp-local-rag ingest ./docs/An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations.
uvx mac-messages-mcpA Model Context Protocol Server for MongoDB
npx -y mcp-mongo-server mongodb://localhost:27017/databaseRead-only database access with schema inspection.
npx -y @modelcontextprotocol/server-postgresInteract with Redis key-value stores.
npx -y @modelcontextprotocol/server-redisDatabase interaction and business intelligence capabilities.
uvx mcp-server-sqliteAn MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation…
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for…
pip install mysql_mcp_server_proAn MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
pip install xiyan-mcp-serverMCP Server for Milvus / Zilliz, making it possible to interact with your database.
MongoDB Lens: Full Featured MCP Server for MongoDB Databases
npx -y mongodb-lensConnect to any JDBC-compatible database and query, insert, update, delete, and more.
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
DuckDB database integration with schema inspection and query capabilities
npx -y @smithery/cli install mcp-server-duckdb --client claudeMongoDB integration that enables LLMs to interact directly with databases.
npx -y @smithery/cli install mongo-mcp --client claudeAn AST-aware structural repository graph engine and MCP server designed for AI agents.
Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning.
npx in-memoria learn ./my-projectNode.js-based MySQL database integration that provides secure MySQL database operations
npx -y @smithery/cli install @f4ww4z/mcp-mysql-server --client claudeMCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
LLM-driven context and memory management with wide-recall + precise-reranking RAG architecture.
Pinecone integration with vector search capabilities
npx -y @smithery/cli install mcp-pinecone --client claudeZero-config persistent memory for AI agents with local SQLite.
npx prism-mcp-serverLocal memory daemon with three-tier storage (episodic/semantic/procedural), vector search via LanceDB + bge-small-en-v1.5, graph-based recall reranking, and sleep-cycle consolidation.
pip install .Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
npx @ergut/mcp-bigquery-server --project-id your-project-id --location europe-west1 --key-file /path/to/key.json --config-file /path/to/config.json --maximum-bytes-billed 2000000000Allows the AI to read from your local Apple Notes database (macOS only)
uvx apple-notes-mcpA Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.
BigQuery database integration with schema inspection and query capabilities
npx -y @smithery/cli install mcp-server-bigquery --client claudeDesktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text locally in SQLite, and exposes your activity history to AI assistants via MCP with…
Generate beautiful Excalidraw architecture diagrams with auto-layout, architecture-aware component styling, and stateful editing.
pip install excalidraw-architect-mcpModel Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
npx -y @vectorize-io/vectorize-mcp-server@latestAn MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP).
pip install -r requirements.txt7 SQL tools (validate, format, parse, lint, security scan, metadata extraction, full analysis) over Streamable HTTP. Public remote server at mcp.gosqlx.dev - no install needed.
go install github.com/ajitpratap0/GoSQLX/cmd/gosqlx@latestAn MCP server that provides access to medical information, drug databases, and healthcare resources. Enables AI assistants to query medical data, drug interactions, and clinical guidelines.
Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.
pip install database-mcpSelf-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings.
uvx automatically downloads, installs, and runs the server in an isolated environment, no manual installation needed. Claude Code launches it on demand when the MCP connection starts.Persistent memory + FTS5 full-text search for Claude Code conversation history.
npx @kunwarshah/claudexA universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more.
pip install SmartDB-MCPAn MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation…
pip install -r requirements.txtLink multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
Nocodb database integration, read and write capabilities
npx -y nocodb-mcp-server {NOCODB_URL} {NOCODB_BASE_ID} {NOCODB_API_TOKEN}MSSQL database integration with schema inspection and query capabilities
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic context hooks, and web viewer.
npx @aitytech/agentkits-memory webLightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x with sqlite-vec and multilingual-e5-small embeddings.
Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection.
go install -v github.com/Zhwt/go-mcp-mysql@latestQuery and analyze Azure Data Explorer databases
Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval.
pip install -e ".[postgresql,benchmarks,dev]"Organizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files unified by a URI graph.
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
pip install -r requirements.txt