Databases

Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.

Enables secure read-only access to MySQL databases through SELECT queries via HTTP SSE interface. Provides safe database exploration and data retrieval with configurable timeout settings.

Enables AI assistants to interact with TimescaleDB time-series databases through async operations, providing tools for querying, schema introspection, hypertable analysis, and time-bucketed data aggregation.

Enables AI-powered Path of Exile 2 character optimization through natural language queries, providing intelligent build recommendations, gear upgrades, and passive tree optimization using the official PoE API and comprehensive game database.

Enables semantic search and question-answering over semiconductor component data stored in Excel files using ChromaDB vector database and HuggingFace language models through a RAG pipeline.

Exposes Spark History Server metrics and metadata as tools for LLM-based analysis of Spark applications. It enables deep optimization of Spark jobs by providing access to job summaries, stage details, SQL execution plans, and executor performance.

A data bridge server that connects Spring Boot OAuth2 interfaces to AI agents, providing automated data fetching into Markdown or Parquet formats with a Python sandbox for analysis.

A comprehensive MCP server for managing Elasticsearch clusters, featuring tools for security administration, complex search operations using Query DSL and ES|QL, index management, and cluster health monitoring.

A specialized MCP server for Slack that enables Claude to retrieve and search product feedback from specific stakeholders using date filters and thread context.

An MCP server providing natural language access to IPL cricket match data via a SQLite backend, allowing for detailed player statistics and team performance analytics.

A specialized MCP server providing access to a Neo4j knowledge graph of personality psychology, enabling semantic search and relationship extraction across 16,000+ nodes.

Enables control of Android devices through ADB, allowing users to list connected devices, capture screenshots using multiple methods (adb, droidcast, minicap, mumu), and retrieve device information.

A browser-based drawing application that interfaces with Claude and Cursor via MCP to allow AI analysis of artwork, composition, and artistic techniques.

Enables AI-native task management using plain markdown files to create, update, query, and organize Epics, Stories, Tasks, and Milestones without requiring a database.

Enables AI models to interact with MySQL databases through standardized operations including querying, executing commands, listing tables, and describing table structures with secure prepared statement support.

Enables querying a vector database of machine learning FAQs and performing web searches using Bright Data proxies through Claude Desktop with structured agent prompts.

Enables LLM agents to perform complete database operations on SQLite databases, including creating tables, executing queries, and managing data through CRUD operations with schema inspection capabilities.

Enables secure interaction with SQL Server databases through natural language queries in Cursor IDE, with individual user credentials for complete traceability and auditing of all database operations.

Provides secure, read-only access to a PostgreSQL Hospital Management System through Claude Desktop. Enables querying doctor information, appointments, room status, and billing summaries using safe, parameterized queries.

An MCP server for retrieving block numbers by timestamp, enabling fast and precise on-chain data queries.

Automates trade surveillance support workflows by parsing inquiry emails, searching SQL configs and Java code using keyword-based metadata annotations, executing reports, and generating comprehensive responses.

Enterprise-grade MCP server for Google Cloud BigQuery with keyless Workload Identity Federation authentication, enabling secure SQL query execution, dataset management, and schema inspection with comprehensive audit logging and encryption.

A lightweight MCP server that provides direct access to local markdown documentation through section overviews and content search without the need for RAG pipelines.

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

Provides SQL access to the ANSES Ciqual French food composition database with nutritional data for over 3,000 foods. Supports full-text search and bilingual queries for comprehensive nutrition analysis.

Provides real-time and historical cryptocurrency market data from multiple exchanges (Binance, Kraken, Coinbase Pro) with Redis caching and rate limiting support.

Provides secure, sandboxed filesystem operations including reading, writing, listing, searching, and managing files and directories within a configurable working directory with strict security controls.

Enables AI assistants to perform statistical analysis on MySQL databases, generating formatted Excel reports with t-tests and effect sizes, and creating thesis-quality Word documents with AI-powered insights.

Provides advanced web scraping with HTTP client, smart content extraction to Markdown, browser automation via Playwright, screenshot/PDF generation, and Docker sandbox execution environments.

Enables AI applications to securely connect to and interact with Tibero databases, supporting SQL queries, schema inspection, and data retrieval through the Model Context Protocol.