"Creative Commons" matching MCP servers:

Enables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.

Enables AI agents to query and retrieve public statistical data from Data Commons through search and observation tools. Provides access to demographic, economic, and other statistical indicators for analysis and research.

A Model Context Protocol (MCP) server for interacting with Gen3 data commons, with GraphQL query validation to reduce hallucinations.

MCP server that connects AI clients to RoASr ad-analytics for Meta, Google Ads, and Yandex Direct, enabling ad audit findings, KPI summaries, competitor creative spy, and Vision creative analysis. Read-only except for a Yandex Direct campaign pause/resume tool, scoped by API key permissions.

Enables AI assistants to turn a rough brief into a sharp concept, brand idea, launch plan, or honest critique using a Frame → Make → Edit → Deliver method with 32 creative-direction principles. Each recommendation can be traced back to its underlying claims, paraphrased evidence notes, and public sources.

Enables AI assistants to connect to eonik and access brand assets, competitor research, and ad performance facts, while drafting creative briefs and scene breakdowns without spending or making changes.

Enables AI agents to research App Store screenshots and human-reviewed references, then produce evidence-backed messaging, narrative, art-direction briefs, and measurable copy/export QA.

Exposes materials-science data, simulations, workflows, and computing capabilities to MCP hosts through a plugin-agnostic, contract-governed engine with progressive capability discovery, bounded context, scoped permissions, and provenance-traceable artifacts. Concrete integrations such as a real OPTIMADE provider plugin stay separately packaged, so servers remain focused and evidence-backed rather than unrestricted.

Enables agents to manage space-compute mission cards, run readiness forecasts, verify audit trails, and export decision briefs through JSON-RPC tools.

MCP server for RadarLED, providing read-only competitive intelligence from Instagram and TikTok public data, including audience comparison, creative detection, and strategy classification.

Enables searching, retrieving, and analyzing documents from over 30 Egyptian official, legal, academic, and news sources with MCP tools for timeline building, source comparison, and claim tracing.

Enables agents to retrieve, submit, critique, and verify structured knowledge records with provenance, uncertainty, and references over a public federated HTTP/MCP layer.

Provides persistent, versioned JSON transformation solutions with lineage and evidence retrieval, enabling users to resolve structured problems via query, contribute new solutions, and verify reuse.

A performance marketer's verdict for AI agents — four tools that return a deterministic run / fix_first / kill call on ad creative, campaign structure, targeting, and live performance, so your agent only ships ads worth the spend.

MCP server and CLI for querying Common Crawl via AWS Athena, enabling users to check a domain's presence in crawls, analyze dynamics, compare domains, and inspect page text.

MCP server for Common Thread that enables agents to drive the full investigation API, including creating investigations, managing seeds, ingesting data, attribution, and generating evidence packets.

Enables local evaluation and revision comparison of how audience attention, curiosity, surprise, understanding, fatigue and mixed emotions evolve through a creative work, based on time-ordered cue annotations rather than automatic media analysis. Also exposes audience-panel weighting, sensitivity checks, dataset inspection, calibration fitting/application and parameter tuning, all computed from supplied objects without external calls.

Offline command-line toolkit for biblical study, allowing AI agents to access original-language texts, perform morphological searches, cross-references, and more, with all results traceable to queries.

An MCP server that gives Claude hands-on access to quantum computing via Qiskit, enabling building circuits, simulation, statevector inspection, transpilation, and optional execution on real IBM quantum computers.