Data & Analytics

A lightweight MCP server that provides long-term memory for AI agents using TinyDB JSON storage with schema validation and multi-database management.

A comprehensive accessibility testing server that utilizes axe-core and IBM Equal Access engines to audit websites and HTML for WCAG compliance across multiple viewports.

A comprehensive enterprise intelligence MCP server providing deep insights into business operations, financial history, brand strength, and market sentiment for Chinese companies.

A Model Context Protocol server for the Pylpex programming language, providing tools for code execution, tokenization, and state management alongside language documentation and examples.

Connect AI assistants directly to IBM Maximo for API discovery and OSLC data querying.

A universal FHIR server interface that integrates multiple healthcare data sources with AI-powered clinical keyword extraction, semantic mapping, and patient similarity matching.

Enables querying SAP SuccessFactors OData API metadata and managing Role-Based Permission (RBP) configurations. It provides tools for retrieving entity metadata, listing permission roles, and inspecting user-specific access rights through MCP-compatible clients.

A development workflow control server that forces coding agents to follow structured implementation plans using PRs and commits as work units. It features mandatory user review checkpoints and a real-time visualization dashboard to keep AI agents on track.

A financial MCP server for Members 1st credit union that provides secure access to account balances and transaction histories using both mock data and live API integration.

An MCP server that provides image analysis capabilities through OpenRouter, enabling AI assistants to process local files, URLs, or base64 images using models like GPT-4o, Claude 3.5, and Qwen.

A Solana memecoin intelligence server that integrates with Dune Analytics to track trending tokens, Pump.fun graduates, and KOL trading activity across major DEXs like Raydium and PumpSwap.

A comprehensive MCP server providing 85 tools to manage Oracle Cloud Infrastructure (OCI) resources including Compute, Databases, K8s (OKE), Networking, Storage, IAM, and Cost Management with dynamic profile switching support.

An MCP server for integrating with Grafana Loki, allowing LLMs to search, analyze, and explore log data using LogQL queries and label discovery.

A quantitative finance MCP server providing real-time options analytics, Greeks calculation, Monte Carlo simulations, and strategy backtesting using Yahoo Finance and Polygon.io data.

A comprehensive MCP server suite that integrates Oracle 23AI Vector Search, OCI Select AI (Text-to-SQL), and OCI Usage APIs with AI agents and assistants. It enables secure, enterprise-grade semantic search and database analytics using JWT authentication and OCI IAM.

An Airflow ETL Pipeline Generator that integrates with databases, S3, SMB, Kafka, and GitLab to automate the creation of Spark-based data pipelines. It facilitates data source validation, schema extraction, and DAG generation through a conversational interface.

TogoMCP is an MCP server designed to execute SPARQL queries against biological and biomedical RDF databases from the RDF Portal, while also providing REST API integrations for bioinformatics resources.

A specialized MCP server that bridges AI assistants with cancer pharmacogenomics data, enabling natural language analysis of drug-omics associations using the DROMA platform.

A comprehensive SEO toolkit that integrates Haloscan API into MCP clients, offering deep keyword research, domain history tracking, and competitor analysis.

A read-only MCP server that enables LLMs to query live SAP BusinessObjects BI data using natural language by wrapping the CData JDBC Driver. It exposes relational SQL models as tools for retrieving table schemas and executing SELECT queries.

A robust PostGIS MCP server providing 32 tools for geometry operations, advanced spatial analysis, database management, and Text-to-SQL capabilities.

A specialized MCP server for MySQL hospital databases that translates natural language queries into SQL using a semantic virtual file system and intelligent schema mapping.

A completely local MCP server that transforms Markdown text into high-quality mind map images using three distinct layout modes for hierarchical data visualization.

A specialized MCP server providing real-time access to CISA's Known Exploited Vulnerabilities (KEV) catalog and NVD data for advanced threat intelligence and vulnerability analysis.

Provides real-time and historical data for the Aare river in Switzerland, including water temperature, flow rates, and swimming safety recommendations.

KnowledgeBaseMCP is a comprehensive document utility server for extracting text from PDF, Word, PowerPoint, and Excel files, while also providing tools to generate and format structured DOCX and XLSX reports.

Connect AI assistants to Trino data warehouses to execute SQL queries, explore schemas, and analyze execution plans with optional semantic business context.

A reliable MCP server that provides accurate UTC time by aggregating data from multiple web sources like Google and GitHub with automatic fallback support.

A multi-server MCP integration providing weather alerts, stock portfolio management via Kite Connect, and automated data persistence using MongoDB and Elasticsearch.

A specialized MCP server that integrates with the Materials Project API to provide tools for searching crystal structures, analyzing phase diagrams, and retrieving mechanical and electronic material properties.