Zero-Vector MCP
A high-performance vector database server for AI persona memory management.
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GraphMem
An MCP server for graph-based memory management, enabling AI to create, retrieve, and manage knowledge entities and their relationships.
DeltaTask
Integrates with Obsidian to provide a locally-hosted task management system with intelligent prioritization, task decomposition, and a full API for creating…
Elasticsearch
Enables natural language interaction with Elasticsearch databases for search functionality and index management without requiring complex query syntax or API…
AWS SDK
Enables direct interaction with AWS services through the AWS SDK v2, allowing users to query environments, manage resources, and analyze cloud infrastructure…
Supabase
Integrates with Supabase to enable natural language-driven database schema exploration, management, and read-only SQL query execution.
Mem0 (Long-Term Memory)
Provides persistent long-term memory capabilities through semantic indexing, retrieval, and search functions with support for multiple LLM providers and…
Elasticsearch
Enables natural language interaction with Elasticsearch clusters for querying, indexing, and management operations via Docker-deployed infrastructure.
Chroma
Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and…
Easy AutoCAD
Enables programmatic interaction with AutoCAD by providing a Python-based server that supports database management and task automation through libraries like…
SQL Server
Integrates with SQL Server to enable database schema exploration, query execution, and stored procedure management via JSON-RPC communication for relational…
ExecuteAutomation Database Server
Enables direct interaction with SQLite and SQL Server databases through a modular adapter architecture for data analysis, database management, and business…
Android ADB
Provides a bridge to Android devices through ADB, enabling device management, shell command execution, app installation, screenshot capture, and file transfer…
TaskWarrior
Integrates with TaskWarrior to enable viewing, adding, and completing tasks, facilitating automated task management for productivity and project workflows.
Gel Database
Integrates with Gel databases to enable automated schema discovery, query validation, and execution of EdgeQL and TypeScript queries for database interactions…
QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
Enhanced PostgreSQL
Enables full PostgreSQL database management with read/write operations, transaction handling, and schema modifications through parameterized queries that…
MSSQL
Enables robust SQL query execution and database connection management for Microsoft SQL Server with comprehensive error handling and security features.
CockroachDB
Integrates with CockroachDB to expose database schemas, execute SQL queries, and access cluster metadata for database exploration, query optimization, and…
PocketBase
Provides direct access to PocketBase databases with tools for collection management, record operations, user authentication, and database administration via…
Advanced Memory Bank MCP
An intelligent memory management server with 14 optimized tools. It provides AI-powered summaries, a clean interface, and supports an optional PostgreSQL…
Self-Hosted Supabase MCP Server
Interact with self-hosted Supabase instances for database management and introspection.
Simple Memory MCP
A memory management system for AI assistants to store, retrieve, and manage user information using a local database.
Movies MCP Server
A comprehensive movie database server supporting advanced search, CRUD operations, and image management via a PostgreSQL database.