"Fossil SCM" matching MCP servers:

Search fossil occurrences, resolve taxon fossil ranges, plot diversity through deep time, and look up the geologic time scale via MCP.

Enables querying the Paleobiology Database for global fossil records via natural language or direct tools, without requiring an API key.

Enables users to research live federal procurement opportunities and contract awards from SAM.gov and USAspending, analyze contract markets, and maintain a private local shortlist of notices.

Provides read-only, offline MCP tools to find papers' own code, method chains, and evidence boundaries from a curated knowledge bundle, without executing candidate code or contacting the network.

Enables AI assistants to search for academic papers by DOI, title, or keywords and download full-text PDFs from Sci-Hub. It provides a programmatic interface for accessing metadata and scientific literature through the Model Context Protocol.

Enables read-only access to Google Analytics 4, Google Search Console, BigQuery saved queries, GitHub repository data, and Metricool status for SEO/SEM monitoring and analysis.

MCP server to remotely control Siglent SDM3000 series digital multimeters via TCP/IP SCPI protocol, enabling measurement, configuration, and data acquisition.

AI-powered research assistant MCP server for searching academic papers and answering research questions with DOI citations.

Real-time supply chain risk intelligence with 25 tools: Global Disruption Index, Manufacturing Index, commodity prices, port congestion, border delays, chokepoints, air cargo, trade policy, energy, rail, freight, economic indicators, predictive signals, and AI intelligence briefs.

This MCP server enables Claude Desktop to create, visualize, and simulate quantum circuits using Qiskit and Qiskit Aer, with support for preset circuits, custom QASM, and noise modeling.

Mine Reddit for unmet needs — a plug-and-play topic miner that doubles as an MCP server so Claude can do Reddit research.

Lets Claude design, run and compare local robotics experiments — swarm behaviours, formations, coverage, cooperative localisation and synthetic visual odometry — through tools for cataloguing worlds, launching runs and campaigns, tuning parameters, saving floor plans and diffing metrics. Everything executes on the user's machine via a stdio JSON-RPC process, so runs are reproducible and no data leaves the host.

Enables natural language conversion of production and queueing systems into Petri net models, with simulation and PNML export via MCP tools.

Automated information about the v-sum community, events, and demos.

Enables AI agents to conduct literature reviews by screening multiple academic databases, performing backward and forward citation snowballing, and resolving or downloading full-text PDFs through subscription and open-access sources.

A FastAPI-based server that enables AI assistants to perform Highway Capacity Manual (HCM) transportation engineering calculations and semantic searches over HCM documentation. It provides specialized tools for complete Chapter 15 two-lane highway analysis following standard engineering methodologies.

MCP server for batch EIS analysis, enabling ECM fitting and DRT computation from impedance data.

Enables end-to-end research paper workflows from ideation to delivery, including paper reproduction, guided writing, export to LaTeX/PDF/DOCX, and scientific data queries across 41 public database connectors, all operable locally without API keys.

Enables querying Statistics Sweden PxWeb data through tools for navigating subjects, retrieving table metadata, and pulling data using PxWeb query objects.

Provides LIWC-style dictionary scoring of text with deterministic, provenance-first analysis, enabling researchers and AI agents to perform reproducible text analysis via MCP tools.

A materials science literature research service that extracts structured knowledge, generates traceable research hypotheses, and validates them through reproducible trials via the Model Context Protocol.