Data & Analytics

A PostgreSQL-backed RAG server using pgvector to provide multiple semantic search modalities including question-answering, similarity matching, and stylistic clustering.

A FastMCP-based server providing comprehensive integration with the Confluence REST API for space management, page content retrieval, and CQL searching. It allows AI agents to navigate and query Confluence documentation programmatically.

A specialized MCP server providing lightning-fast, offline access to over 1,000 indexed PrestaShop documents, including hooks, development guides, API references, and UI components via a local SQLite FTS5 search index.

A comprehensive suite of 12 MCP servers providing structured access to life sciences databases like Open Targets, ChEMBL, UniProt, and HGNC to accelerate drug discovery and biomedical research.

A comprehensive web performance auditing server that integrates Google Lighthouse with MCP, offering tiered analysis from raw data collection to AI-driven action plans for optimizing Core Web Vitals.

A comprehensive MCP server providing programmatic access to the Semantic Scholar Academic Graph for paper searching, author profiling, citation analysis, and automated PDF retrieval with metadata embedding.

MCP (Model Context Protocol) Server. Integrates with Wave Accounting's GraphQL API to automatically create expense and income transactions from receipt and payment data using intelligent account matching and vendor lookup with fallback creation guidance.

A plug-and-play MCP server for Amazon Redshift that allows AI agents to securely query and manage data with configurable access modes (readonly, readwrite, admin) and automatic connection handling.

MCP (Model Context Protocol) Server. Integrates with Tecton clusters to enable feature store management, workspace listing, and configuration retrieval for data scientists and engineers.

A comprehensive SEO analysis MCP server that integrates the Serpstat API to provide tools for domain analysis, keyword research, backlink tracking, rank tracking, and site audits.

MCP (Model Context Protocol) Server. Provides a bridge between AI and Alibaba Cloud's Lindorm database, enabling vector search operations and SQL query execution for knowledge retrieval and data exploration

A comprehensive MCP server for native macOS integration, enabling AI control over Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps through AppleScript and database access.

A PostgreSQL performance optimization assistant that identifies missing indexes and suggests query rewrites by connecting your IDE to Querysharp's database monitoring service.

An MCP server that integrates with the Status Invest API to query Brazilian stock market data, including prices, financial indicators, and dividend payment dates.

The DIMO MCP server provides comprehensive access to the DIMO Network, allowing AI assistants to query real-time vehicle telemetry, execute remote commands like locking or charging, and manage vehicle NFTs and verifiable credentials.

A specialized MCP server and utility that converts JSON/YAML data into the Token Optimized Natural Language (TONL) format to reduce LLM token overhead by up to 60%.

A NodeJS MCP server that provides structured access to user management data and message resources, featuring REST API integration and paginated user lists for AI agents.

A specialized MCP server for AI-powered Excel translations that preserves formatting, formulas, and data integrity using Claude AI.

A blockchain security MCP server that integrates with the GoPlus Security API to provide real-time risk assessment for tokens, NFTs, phishing sites, and wallet addresses across multiple chains.

A macOS-specific MCP server that allows AI assistants to control Apple Music via AppleScript, supporting full playback control, library searching, and advanced playlist and queue management.

An MCP server that enables programmatic access to EndNote .enl libraries, allowing users to list metadata, search references, and extract full text from attached PDFs.

A specialized MCP server for Grafana Tempo that provides intelligent query detection and human-readable trace analysis for debugging microservices and performance bottlenecks.

A robust Gmail integration for MCP that offers 25+ tools for AI-powered email categorization, advanced multi-criteria search, automated cleanup policies, and secure multi-format archival and export.

A comprehensive interface to USGS water services providing real-time hydrological data, flood impact monitoring, and monitoring location metadata for analysis and emergency management.

A professional genome data server providing high-quality genetic information retrieval, homologous gene analysis, and evolutionary research capabilities via NCBI and Ensembl APIs.

Alkemi MCP Server acts as a bridge between your MCP client and databases like Snowflake, BigQuery, and Databricks, using Alkemi.ai to handle schema metadata and query generation.

A lightweight MCP server that provides AI assistants with secure access to Salesforce CRM data, supporting SOQL queries, metadata exploration, and CRUD operations via OAuth 2.0.

MCP (Model Context Protocol) Server. Provides direct access to Spain's State Meteorological Agency (AEMET) data for querying historical climate data, monthly summaries, and beach conditions across Spanish weather stations.

A knowledge graph MCP server that integrates Graphiti and the ACE framework for conversational management of Neo4j-based entities and relationships. It enables AI agents to perform semantic searches, manage data isolation, and utilize automatic learning strategies.

Enables AI agents to manage VMware vSphere infrastructure through 55 typed tools built on the govc CLI. It supports comprehensive operations including VM lifecycle management, snapshot control, datastore navigation, and networking configuration.