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NeVibeCode · 252 items

MCP servers for Science and research

MCP servers for Science and research: what each one does, an install command and example prompts.

GribStream Weather MCP GribStream MCP server Connects AI assistants to NOAA and ECMWF numerical forecast models via GribStream. Useful for variable lookup, request validation, and live time series data. CX Codex +1 MDEngine forcefieldsilicon MCP server Inspect trajectories and run LAMMPS jobs from your agent: 13 analysis tools, Metal rendering, hosted GPU runs. CX Codex +1 moissanite-tools FITINY MCP server MCP server providing density-corrected carat-to-millimeter calculations for moissanite, GIA grading references, and ISO 8653 ring size conversions. CX Codex +1 CiteStamp citestamp MCP server Verifies academic citations across scholarly registries and flags retracted papers directly in agent chats. CX Codex +1 DAG Studio MCP Black-Swan-Causal-Labs MCP server An MCP server for causal DAG analysis: it finds backdoor paths, adjustment sets, and simulated bias when you need to test an identification strategy. CX Codex +1 4chems Platform — IUCLID, CHESAR & QSAR Toolbox hosting 4chems MCP server Connects AI assistants to the 4chems platform API to handle inquiries and manage cloud tenants for hosted IUCLID, CHESAR, or QSAR Toolbox setups. CX Codex +1 FlowLeap Patent AI flowleap-ai MCP server A remote MCP server gives AI access to EPO and USPTO records, patent search, OCR, and PATSTAT analysis. Use it when a coding agent needs patent research. CX Codex +1 Idescat MCP Server idescat MCP server Connect an AI coding client to Idescat’s official Catalonia statistics, from table metadata to filtered JSON-stat results. Useful for regional and time-based queries. CX Codex +1 Paper Lantern paperlantern-ai MCP server Connects coding agents to 2M+ computer science research papers to evaluate algorithmic tradeoffs, benchmarks, and architectural decisions. CX Codex +1 Outset Outset-AI MCP server Connects an AI agent to Outset for building studies, launching recruitment, and querying interview results. It uses a remote MCP server. CX Codex +1 Ask Your Audience Ask-Your-Audience MCP server Run concept tests, ad reviews, focus groups, and interviews with digital models of people in your AYA audience, then discuss the findings with your assistant. CX Codex +1 Dubai Data — Dubai real estate statistics datadubai MCP server Access Dubai property prices, sales, rents, yields and project records through an MCP server. Use it to compare communities or inspect registered developments. CX Codex +1

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