Science & Research MCP servers
Papers, PubMed, arXiv, biology, chemistry, and academic search.
Kafka Sentinel
Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
methods-mcp
MCP server for structured methods extraction + reproducibility heuristics on academic papers.
Nota
RemoteRead-only crypto research skills that check a price, RSI and ATR against independent sources.
OmniScholar
Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.
Project Bourne
Run reproducible scientific workloads on GPUs, local compute, Slurm, and PBS with provenance.
Revelica
RemoteProduct intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.
SkillFM Beacon
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
SkillFM Beacon
AI health, token usage, LLM cost optimization, BYOK vault, and cleanup audits for MCP agents.
SkillFM Claude Code Token Usage
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks for MCP agents.
Superpowers.social
RemoteLive X/Twitter and Reddit research. 10 read-only MCP tools, Google/GitHub sign-in. Free tier.
supstack
Evidence-based supplement research, dosing, safety, and interactions as agent-callable tools.
tw-legal-rag
RemoteCitation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
universal-research-mcp
Provenance-first research memory with hash-bound evidence and a fail-closed eligibility gate.
VulnCheck
VulnCheck exploit intelligence — CVE research, exploit data, advisories, and threat analysis.
Agent Search Pro
RemoteLive web search and research synthesis for agents, with free samples and x402 USDC payments.
Biolab MCP Server
RemoteAuditable MCP server for PubMed, Europe PMC, ClinicalTrials.gov, and bioRxiv/medRxiv queries
citeguard
Falsification-first citation auditor: existence, metadata, and claim-support checks via MCP.
Clarity by Health AI
RemoteCondition-aware ingredient and product checks for agents, with evidence tiers and citations.
Data Aggregator
Find & fetch research datasets across 17 archives, omics registries, and literature sources.
Everyrow MCP Server
Give your AI a research team. Forecast, score, classify, or research every row of a dataset.
Fabric AIops
Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.
FinBridge
RemoteKorean stock research MCP: DART financials, global filings, daily prices and research tools.
Folklore Clinical Variant Interpretation MCP
RemoteBioinformatics MCP for genomic variant interpretation, gene-disease evidence and literature.
GovGazette
RemoteResearch U.S. federal contracts, awards, vendors, changes, exclusions, and source documents.
k-data-mcp
Korean market data: kimchi premium, sell-side research, news. Pay per call in USDC via x402.
LiquiLens — the Failure Radar
RemoteFree bank research: NPA reconciliation, small finance banks, UCBs and cited evidence limits.
noether-physics
Physics assistant: checked equations, live simulations, claims verified against arXiv papers
Relin
RemoteInspect webhook health, investigate delivery failures, configure sources, and replay events.
Renology Renovation Cost Data
Read-only 2026 city renovation cost ranges with sources, limitations, and citation guidance.
Sighttrue
RemoteMeasured readings on open-source dependencies: health, end-of-life, model prices, incidents.
SONAR — KYB, sanctions screening & competitive intelligence
Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers cross-check.
studydiff
Explain why two scientific papers disagree, every claim grounded in a verbatim source quote.
Verbaterm Policy Intelligence
RemoteJudged, citation-checked policy corpus over MCP. Keyless public reads; API key for AI tools.
Agentic Commerce Tools
Remote7 free tools: MCP health scans, AI-readiness scores, llms.txt generator, glossary, indexes.
aria-mcp-server
Search 35M+ PubMed, 400K+ ClinicalTrials.gov & ISRCTN trials. Prompts included. No API key.
Artha Council
Auditable equity research and fail-closed broker execution for US and Indian cash equities.
FitLLM
RemoteWill this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.
health-export-mcp
Query 190 Apple Health metrics from any MCP agent: zero-dependency, read-only, local-first.
homes-mcp
homes.com real-estate for Claude — search, property details, photos, compare, mortgage math
IndieStack
Search 3,100+ developer tools via MCP. Install commands, compatibility data, health scores.
Korea Data Suite
Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools.
pkgdiet
Put your node_modules on a diet - find unused dependencies, analyze health, and reduce size
symbol
Read-only MCP server for the Symbol blockchain (XYM): node health, harvesting, voting keys.
Talos Linux MCP Server
MCP server for Talos Linux — resources, services, logs, health, config, lifecycle via gRPC.
VaultVision Hyperliquid Vault Research
RemoteRead-only Hyperliquid vault search, risk, drawdown, rankings, TVL, alerts, and comparisons.
x402-repohealth-mcp
Free MCP server: compute a GitHub repo maintenance/abandonment health score from live data.
x402-scan-mcp
x402 Endpoint Scanner — a free local health probe for x402 paid endpoints as an MCP server.
YouTube Research MCP
Citation-ready YouTube transcript research and optional channel intelligence for AI agents.