Science & Research MCP servers

UniFi semantic-analysis MCP — fleet health, anomaly detection, cross-site analytics

Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.

Local-first personal health record: labs, meds, wearables, food log, deterministic safety checks

Tools for US federal contractors: go/no-go bid scoring, incumbent research, teaming-partner search, recompete prediction and SAM.gov solicitations.

Patent research and prior-art search: dossiers, USPTO prosecution histories, office action analysis, Boolean queries, citation graphs and CPC lookup.

Research open-source AI projects: search a live radar, compare and shortlist projects, and plan stacks, keeping facts, recommendations and risks separate.

Airflow REST API: list DAGs, runs and task instances, tail logs and roll up DAG health. Read-only by default; trigger and clear are write-gated.

World Bank World Development Indicators: curated country-year economy, health, education and more.

Search Evipedia's evidence-based reviews of health and longevity interventions, fetch conclusions and metadata with PMIDs, and suggest new interventions.

Multichain Aave V2/V3 lending data via The Graph: reserves, user positions, health factors, liquidations, flash loans and governance.

Monitor MCP servers, CI workflows, and HTTP endpoints with health history, TLS expiry, response assertions, and diagnostics

MCP server validation CLI — fast pre-publish diagnostic for Model Context Protocol servers. Schema validation, tool/resource/prompt health checks, scorecard reporting, CI-ready exit codes.

Explain why two scientific papers disagree, every claim grounded in a verbatim source quote.

Read workouts, sleep, nutrition and recovery data from Apple Health, Fitbit, Oura and Google Health Connect, with inline chart widgets.

Track keyword rankings, research SEO opportunities, and manage bisibility projects with AI agents.

Taiwan statutory payroll calculations: labor and health insurance, labor pension, NHI supplementary premium, income-tax withholding and old-age benefits.

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

Manage Apache Airflow via its REST API: list DAGs, inspect runs and task instances, trigger runs, and check failed DAGs and scheduler health.

Intelligence endpoints for security, company, threat, compliance, sales, sports, property and health data, paid via x402 micropayments on Base.

Readiness audits, Search Console, keyword research, and SEO drafts into a review queue.

Search Anna's Archive for books and papers (by title, author or DOI) and download the file you pick.

Physician-reviewed medical opinions and prescriptions for AI agents.

Unofficial local-first MCP server for Apple Health export data.

Read-only MCP over an agentic SLR workspace with per-claim citation verification

Licensed, cited financial data for AI agents: news, filings, transcripts, research and tearsheets.

LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.

Unofficial access to the Catalysis Hub database: search and retrieve computational catalysis research and surface reaction data.

Foundation MCP server — chain discovery, daemon management, health checks, raw transactions

Web scraping, crawling, deep research & autonomous extraction — 31 MCP tools, clean Markdown/JSON

Search Wikipedia, arXiv, SEC EDGAR, US Census, USDA, PyPI and more through one Dataville API.

Run reproducible Nextflow bioinformatics pipelines with verifiable Workflow Run RO-Crate provenance: container digests, tool versions and checksums.

Web research on Apify: Brave and DuckDuckGo search, page fetching to clean Markdown, and multi-step research with relevance scoring and key fact extraction.

MCP server for Cream — the universal payment control plane for AI agents. Exposes payment initiation, policy inspection, audit queries, virtual card issuance, and provider health through MCP tools, resources, and prompts. Translates MCP calls into the Cre

Safety-first context & orchestration engine for AI coding agents. MCP server with mandatory research pipeline, knowledge graph, impact analysis, decision memory, and safety guard — works with any MCP client.

Offline US medical code lookup and crosswalk — ICD-10-CM/PCS, HCPCS Level II, RxNorm. Keyless.

Real-time access to the 1000 Genomes Project dataset.

bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents + search.

UK property research tools - crime stats, schools, demographics, valuations for AI.

Search PubMed and summarize biomedical literature.

FastMCP server for scholarly papers, patents, books and standards with docling PDF conversion

Web intelligence: SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery and citation tracking.

Crypto market intelligence: prices, funding rates, narratives, regime, and delta-neutral research.

Fully local MCP server and CLI for web research

GTM tools for agents: social listening, traffic and SEO research, lead and creator discovery

Live X/Twitter and Reddit research. 10 read-only MCP tools, Google/GitHub sign-in. Free tier.

Nudges you to take outdoor breaks based on local weather, sunset timing and session streaks, with activity suggestions and stats.

Protein research over UniProtKB — search by function, fetch curated records, map IDs, proteomes.