"Dell" matching MCP servers:

Startup engineering acceleration signals for VC investors. Tracks commit velocity, contributor growth, and repo expansion across 20 sectors via public GitHub data. No API key required.

Pay-per-call ($0.005–$0.03 USDC) market, on-chain, and prediction-market data API for AI agents and trading bots via the x402 protocol — no signup, no API key. Exposed as a remote MCP server with 16 tools: pre-trade token security (honeypot/liquidity checks), kimchi premium, funding rate APR, DEX slippage, Polymarket arbitrage & liquidity audits, and Hyperliquid HIP-4 prediction-market odds.

Automatically generates borehole structure diagrams from well data, supporting multiple well types and returning simplified image paths to reduce token usage.

Enables context-aware memory and multi-model orchestration through tools for storing/retrieving dialog turns, searching memory, and routing to AI providers based on task types.

Enables AI agents to read and extract text, tables, and image content from files (PDF, DOCX, PPTX, SVG, PNG) within a folder, providing structured data for interpretation by the calling model.

A local MCP server that rings a bell through your speakers to provide audible notifications when AI completes tasks or needs attention.

Enables bug localization by analyzing a repo and bug report with an ant-swarm LLM, returning a HOT/WARM/COLD heatmap and JSON audit trail via MCP.

An MCP server for interacting with the Rell Language Server Protocol interface. It enables LLMs to query LSP Hover and Completion providers for Rell projects.

Enables AI agents to perform fixed-income analytics with built-in validation: every duration is checked numerically and each valuation is tested against the bounds a correct answer must satisfy.

Enables querying Belgian biodiversity data, including species observations, protected species lists, and protected areas, for environmental assessments and permits.

Provides read-only access to Korean semi-self interior renovation data, including process order, schedules, checklists, cost references, and magazine guides via MCP tools.

상업용 부동산 실거래가와 건축물대장을 역매칭하여 정확한 건물 정보를 조회하고, 시세·이력·데이터카드를 제공하는 MCP 서버입니다.

Provides local audio analysis tools for LLMs, enabling transcription, conversation dynamics, prosody analysis, and visual inspection without API keys.

MCP server for finding and monitoring deals on Japanese shopping sites via Doorzo. It enables AI assistants to search across 9 marketplaces, set price alerts, and check for new matches.

Provides a notify_done tool for Claude Desktop to trigger desktop popup notifications when tasks complete.

Provides tools to validate SageMaker workloads against the six pillars of the AWS Well-Architected Framework, returning findings with severity levels and recommendations.

Production-ready template for building MCP servers with TypeScript, featuring example tools and resources, and Claude Desktop integration.

Enables AI assistants to natively execute and manage 600+ Kali Linux security, penetration testing, and forensic tools, including search, help documentation, structured scanners, and workspace management.

This MCP server enables research agents to access read-only A-share and US-equity market data, including prices, fundamentals, financial statements, news, and shareholder activity. It operates over stdio without requiring an API key for initial public sources.

Meta-MCP that auto-detects installed wellness connectors and composes them into one body data layer.