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Science and research MCP servers

4,029 servers

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  1. Robinhood Portfolio Research io.github.verygoodplugins/robinhood-mcp

    Read-only research tools for Robinhood portfolio data

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local MIT

  2. Quantum io.github.andylbrummer/quantum-mcp

    GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local MIT

  3. Hashgrid DNA (local) ai.hashgrid/sdk

    Search that learns from feedback, over text and images: embeds locally, sends DNA only vectors.

    Version check not run yet

    Science and research Official MCP Registry Local

  4. Conceptio Search io.github.0x923041-dotcom/conceptio-search

    Search 1M+ open-access papers, standards, and case law from an AI agent.

    Version check not run yet

    Science and research Official MCP Registry Local

  5. TrainTools io.github.AparajeetS/traintools

    Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

    Version check not run yet

    Science and research Official MCP Registry Local

  6. trading-research-agents io.github.BijectiveLabs/trading-research-agents

    Read-only gates of autonomous trading agents with deterministic execution: cost, data, validation.

    Version check not run yet

    Finance and payments Official MCP Registry Local

  7. Clinical Trials Ai io.github.CSOAI-ORG/clinical-trials-ai-mcp

    Clinical Trials Ai MCP Server by MEOK AI Labs

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  8. Data Science Ai io.github.CSOAI-ORG/data-science-ai-mcp

    Data Science Ai MCP Server by MEOK AI Labs

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  9. Fda Samd io.github.CSOAI-ORG/fda-samd-mcp

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

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  10. Healthcare Ai Governance io.github.CSOAI-ORG/healthcare-ai-governance-mcp

    Healthcare Ai Governance MCP Server by MEOK AI Labs

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  11. Healthcare Fhir io.github.CSOAI-ORG/healthcare-fhir-mcp

    Healthcare Fhir MCP Server by MEOK AI Labs

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  12. Mdr Medical Device io.github.CSOAI-ORG/mdr-medical-device-mcp

    EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + IVD manufacturers...

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  13. Patient Safety Ai io.github.CSOAI-ORG/patient-safety-ai-mcp

    Patient Safety Ai MCP Server by MEOK AI Labs

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  14. Web Research io.github.CSOAI-ORG/web-research-mcp

    AI-powered web research MCP server for agents. Supports web search, browse page, extract...

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  15. FHIR Scorecard io.github.ChelseaKR/fhir-scorecard

    Read-only grades for publicly observable FHIR endpoints, served from the published dataset.

    Version check not run yet

    Science and research Official MCP Registry Local

  16. Axiomize io.github.Furox-Art/axiomize

    Versioned scientific models with units and SBML, CellML, Modelica export.

    Version check not run yet

    Science and research Official MCP Registry Local

  17. RAGScore io.github.HZYAI/ragscore

    Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

    Version check not run yet

    Science and research Official MCP Registry Local

  18. Strajkpolski io.github.Hei33enberg/strajkpolski-mcp

    Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.

    41.29% up · 30 days

    Search and retrieval (RAG) Official MCP Registry Local Remote

  19. Bibverify io.github.Hylouis233/bibverify

    Verify and repair BibTeX references with DOI-first MCP tools.

    Version check not run yet

    Science and research Official MCP Registry Local

  20. Partuno — DigiKey & Mouser MCP Server io.github.JPMarhefka/partuno

    DigiKey and Mouser MCP server for component research, BOM analysis, and sourcing.

    Version check not run yet

    Science and research Official MCP Registry Local

  21. Genome io.github.NORTHTEKDevs/genome

    Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.

    Version check not run yet

    Memory and context Official MCP Registry Local

  22. IRP io.github.Noshadi-sec/irp

    Turn a research paper into working code and prove, claim by claim, how close it gets.

    Version check not run yet

    Science and research Official MCP Registry Local

  23. Tekmeria io.github.PedroMarkovicz/tekmeria

    Biomedical evidence from PubMed, trials and FDA labels, with citations an audit can check.

    Version check not run yet

    Science and research Official MCP Registry Local

  24. Noether Physics io.github.Ranshiv/noether-physics

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

    Version check not run yet

    Science and research Official MCP Registry Local

  25. Literature Review Council io.github.Ravicha2/lit-review-council

    Multi-agent literature review: research, peer review, and synthesize grounded reports.

    Version check not run yet

    Science and research Official MCP Registry Local

  26. Releaseguard io.github.RudrenduPaul/releaseguard

    Scans datasets/models for PII/secrets, redacts, and packages a public-release bundle via MCP.

    Version check not run yet

    Security Official MCP Registry Local

  27. Tinysearch io.github.TinySuiteHQ/tinysearch

    Fast discovery search and self-hosted web research for MCP agents.

    Version check not run yet

    Science and research Official MCP Registry Local

  28. Siftable io.github.Tom-R-Main/mcp-server

    Siftable MCP server for governed work, knowledge, calendar, people, datasets, and Vault.

    81.57% up · 30 days

    Science and research Official MCP Registry Local Remote

  29. Research Repo Doctor io.github.Tom409114/rrdoctor

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

    Version check not run yet

    Science and research Official MCP Registry Local

  30. Research Hub io.github.WenyuChiou/research-hub

    Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs.

    Version check not run yet

    Science and research Official MCP Registry Local

  31. Polymarket Paper Trader io.github.agent-next/polymarket-paper-trader

    Polymarket paper trading for AI agents: $10k paper money, real order books, official fees.

    Version check not run yet

    Finance and payments Official MCP Registry Local

  32. Aileron Journal io.github.aileron-sh/aileron

    Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls

    Version check not run yet

    Science and research Official MCP Registry Local

  33. AIRAS io.github.airas-org/airas

    Automated AI research toolkit: hypothesis generation, experiments, and paper writing

    Version check not run yet

    Science and research Official MCP Registry Local

  34. Charlotte Open City Data io.github.ajwann/queensestate

    Charlotte and Mecklenburg County open data: addresses, crime, 311, zoning, budget, and services

    77.2% up · 30 days

    Science and research Official MCP Registry Local Remote

  35. Pixlint io.github.amitsingh-24/pixlint

    Lint, curate & prepare computer-vision datasets from your AI assistant — MCP server, 67 tools

    Version check not run yet

    Science and research Official MCP Registry Local

  36. paper-preflight io.github.amos689/paper-preflight

    Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM.

    Version check not run yet

    Science and research Official MCP Registry Local

  37. NoiseFloor — market attention and evidence checks io.github.beepboop2025/noisefloor

    Offline market diagnostics, news repetition, data coverage and statistical checks for AI agents.

    100% up · 30 days

    Web search and scraping Official MCP Registry Local Remote

  38. BioCatalystFeed io.github.biocatalystfeed/biocatalystfeed

    Biotech catalysts: trials, FDA decisions (PDUFA, AdCom, approvals, CRLs), NIH, PubMed, SEC, EMA.

    Version check not run yet

    Science and research Official MCP Registry Local

  39. Sibyl — Deep Research MCP io.github.chriswu727/sibyl

    Deep Research MCP for multi-round investigations, traceable evidence, and cited reports.

    Version check not run yet

    Science and research Official MCP Registry Local

  40. Cluefinch MCP io.github.cluefinch/mcp

    Local-first web research for AI agents with SearXNG search and SSRF-safe page retrieval.

    Version check not run yet

    Web search and scraping Official MCP Registry Local

  41. Fulltext Article Downloader io.github.computron/fulltext-article-downloader

    Full text of research papers by DOI, arXiv, PMC or OpenReview id, verified against the record

    Version check not run yet

    Science and research Official MCP Registry Local

  42. BioHarbor io.github.danielLuo2/bioharbor

    Run real bioinformatics from your AI agent. Reliable, reproducible, on your own GPUs.

    Version check not run yet

    Science and research Official MCP Registry Local

  43. FlexOrch io.github.dev-flexorch/flexorch-mcp

    Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.

    Version check not run yet

    Science and research Official MCP Registry · PyPI Local

  44. Baos io.github.devrobinransom/baos-mcp

    Read-only MCP access to a BAOS workspace: product graphs, requirements, evidence, research.

    Version check not run yet

    Science and research Official MCP Registry Local

  45. Fhirhydrant io.github.faulkj/fhirhydrant

    FHIR MCP server with SMART Backend Services, response compaction, FHIRPath, and guarded writes.

    Version check not run yet

    Science and research Official MCP Registry Local

  46. Infobroker io.github.flukeatzerocool/infobroker

    Multi-provider research MCP server: unified web search, fact-checking, personal knowledge base.

    Version check not run yet

    Docs and knowledge bases Official MCP Registry Local

  47. Preprint Fulltext io.github.genecell/preprint-fulltext

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

    Version check not run yet

    Science and research Official MCP Registry Local

  48. MOFi io.github.harrisonmo/mofi

    Query MOF database survey metadata and connect a bounded MOFi scientific workspace.

    Version check not run yet

    Databases Official MCP Registry Local