"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.

Query live prop firm discount codes, compare 20+ proprietary trading firms, and find the cheapest challenges. 6 tools: get deals, search firms, compare firms, find cheapest, get firm details, get discount codes. Universal code PFDF saves up to 80% off prop firm challenges for forex, futures, and crypto traders.

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

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.

Enables AI assistants to programmatically access and manage Gemini Notebook (formerly Google NotebookLM), including creating notebooks, adding sources, querying content, generating studio content, downloading artifacts, and running batch or cross-notebook workflows through natural language.

MCP server for BIOVIA Materials Studio 2023 on Windows, providing controlled preparation of Forcite and CASTEP inputs, model building, and LAMMPS/VMD pre-processing with reproducible, auditable workflows and strict scientific boundaries.

An MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR utilities) as tools Claude can call: compile models, run simulations, read solution and HAR data files, and export to CSV/Excel.

Enables evaluating quantum and deep-tech startups by providing access to a curated dataset, company profiles with computed ratings, and a configurable deal-scoring rubric through MCP tools.

Enables evidence-traceable annotation of human and mouse single-cell data by resolving ontology terms, searching versioned marker and reference-atlas indexes, ranking and auditing candidate cell types, and exporting sealed decision bundles with provenance.