Science & Research MCP servers

Read-only Kafka access for AI assistants: topics, consumer groups, schemas, cluster health.

Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit conversion.

Real-time crypto market data via CryptoDataAPI: market health scores, derivatives, funding rates, ETF flows and cycle indicators.

Update your Colombian CvLAC (MinCiencias) research CV by chatting with your AI assistant.

Amazon niche, keyword, competitor and Rank Radar research from your DataDive account.

Classify the likely biological cause of 3am wakeups from symptom descriptions using The Longevity Vault's five-cause framework.

Package intelligence across many ecosystems: health, vulnerabilities (OSV, CISA KEV, EPSS), typosquats, malicious packages, alternatives and breaking changes.

AI contract review, clause drafting, compliance checklists & legal research.

AI prospect research, outreach drafting, lead scoring & pipeline tracking.

Finds unauthorised nutrition and health claims in your product-page HTML and Markdown and names the

Read-only enterprise research MCP: frameworks, frozen snapshots, sourced results. No trading advice.

EquiVault equity research: fundamentals, financial statements, ratios, quotes, screening, peer comparison, insider transactions and portfolio analytics.

FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pathways for US MedT...

Brand health & trend footprint across PSFK expert graphs with citable sources, not web summaries.

GEDCOM CLI and MCP server for AI-assisted family-history research with reviewable changesets.

MCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A.

Search Google Scholar for academic papers, citations, and author profiles.

Self-hosted MCP server for Android Health Connect — 34 metrics, daily rollups, dedup, 5 LLM tools.

Read-only access to on-prem Linux VMs and PostgreSQL over SSH: service health, logs, database state and table schemas, with allowlists and an audit log.

Privacy-preserving synthetic health data generation. FHIR R4/R5 compliant.

Generate answers & visualizations from your engineering data to track software development health.

MCP server for 389 Directory Server health diagnostics, log analysis, and SOS-report investigation

Race nutrition planning for endurance athletes: carb, sodium and fluid targets plus Lecka product recommendations by race type, conditions and weight.

MCP server health monitor, auto-restart daemon, and status dashboard

Read-only MCP server for global medical-device regulation (NMPA/FDA/MDR/PMDA), 27 hubs, 4 tools.

Read-only local MCP index of medical-device standards (ISO/GB/YY/ASTM/IEC) with official links.

Chemistry tools from NIST data: molar mass with uncertainties, isotope-distribution mass spectra and name-formula lookup, offline or with online fallback.

Search 340M+ academic papers — citation graphs, semantic similarity, and AI literature reviews.

Physics assistant: checked equations, live simulations, claims verified against arXiv papers

Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP

Read-only, self-hosted access to Oura Ring sleep, readiness, activity, stress and heart rate data.

Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.

Offline methodology engine for authorized penetration testing, CTF, and security research.

First-party Provenote MCP server for drafts, research threads, auditable runs, and knowledge search.

Health and token cost of every remote MCP registry server, probed daily. Look up, search, or probe.

Headless PyMOL for molecular visualization, GROMACS/LAMMPS trajectories and clathrate-hydrate cage analysis, including H-bond networks and order parameters.

Broad, OAuth-protected provider and financial-domain API tools for research agents.

Measured readings on open-source dependencies: health, end-of-life, model prices, incidents.

Deterministic Artifact Evaluation preflight and run-path grader for research repositories.

Research Scan finds and verifies the 5–10 recent papers that matter most for a research question.

Federated research discovery with S-Index metrics across a network of digital twins.

Deep research assistant that checks its citations against the sources and keeps what it found.

One MCP server for web search, page extraction, and cited research.

Multi-engine scholarly research server for search, traversal, full text, and reading lists.

Science AI Journal tools: paper-tier prediction, AI peer review, research gap finder, journal recommender, duplicate publication checker and article writer.

Parallel search across GitHub, npm, PyPI, arXiv, Semantic Scholar, Hacker News, Reddit, X, Dev.to, Hashnode, Qiita and Zenn with structured JSON output.

Paid MCP web research for agents: search, extraction, citations, and x402 payment discovery.

Find customers, research each one and draft the outreach. Nothing sends without approval.