API ATLAS

Science & Research: 79 MCP servers

Physics, chemistry, space, academic search and research datasets. Every record below links to its repository or documentation.

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Servers in this category

79 of 79
bartosz-kuc/honest-stat-gov-mcp Polish Central Statistical Office (GUS) Local Data Bank (BDL): browse subjects, search variables and territorial units (voivodeship, powiat, gmina), get unit details, and fetch a variable's time series over a year range. No API key; queries bdl.stat.gov.pl directly with no third-party middleman.
IO-Aerospace-software-community/mcp-server #⃣ / - IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics — ephemeris, orbital conversions, DSS tools, time conversions, and unit/math utilities. Supports STDIO and SSE transports; Docker and native .NET deployment documented.
cluefinch/mcp-server Cluefinch MCP provides Deep Research infrastructure for AI agents: web search, incremental page reading, source-link navigation, and multi-source evidence collection while the agent remains in control of planning and reasoning.
Scormave/gramps-web-mcp #⃣ - Gramps Web genealogy: search and edit family tree records, explore ancestors, descendants, relationships and timelines, and read media with privacy-aware previews. Includes a read-only mode and Claude Desktop bundles.
connerlambden/bgpt-mcp Search scientific papers with structured experimental data extracted from full-text studies. Returns 25+ fields per paper including methods, results, sample sizes, and quality scores. 50 free searches, then $0.01/result.
amos689/paper-preflight Checks every reference of a LaTeX paper against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex records: whether each cited work exists, matches its metadata and was not retracted, with no LLM in the verdict.
HubLensOfficial/mcp-server Query daily trending open-source projects from GitHub & Hacker News with AI-generated bilingual (EN/ZH) summaries, categories, use cases, and custom scoring. Stateless, no API key required.
baseledgerip/realrun-mcp Read-only lookups of independent RealRun test results for AI models on everyday tasks (inbox triage, meeting scheduling, receipts): scores, model recommendations and safety warnings.
Pantheon-Security/notebooklm-mcp-secure Query Google NotebookLM from Claude/AI agents with 14 security hardening layers. Session-based conversations, notebook library management, and source-grounded research responses.
TantiE100/pktctl Drive Cisco Packet Tracer for CCNA labs: build and cable topologies, configure IOS, test with ping and simulation mode, and reach its whole IPC API over native PTMP.
Guitarmaniac24/getabrain-mcp-server Ask paid human workers questions via GetABrain and get schema-validated JSON answers: yes/no, ratings, rankings, A/B tests, sentiment, media review and capture.
mnemox-ai/idea-reality-mcp Check for existing competition before building: scan GitHub, Hacker News, npm, PyPI and Product Hunt for similar projects, duplicate likelihood and pivot hints.
vassiliylakhonin/agenda-intelligence-md Auditable strategic-risk memos (sanctions, regulation, geopolitics, trade) with Central Asia and Gulf regional specialists and per-claim evidence; no live data.
herbertkokholm/cite-caddy Read and write a Zotero library: items, collections, tags, attachments, notes and bibliography export, with multi-tenant sign-in using your own Zotero API key.
alejooroncoy/campus-cli Student access to university systems via SSO: courses, assignments, grades, feedback, announcements and materials, currently for Blackboard Learn (UPC, Peru).
joelgombin/andre-mcp French election results since 1999 at polling-station level, with INSEE data, elected officials and boundaries: maps, vote-reserve analysis and read-only SQL.
WenyuChiou/research-hub Research workspace for Zotero, Obsidian and NotebookLM: search arXiv, Semantic Scholar, PubMed and Crossref, ingest into Zotero, sync notes and verify briefs.
xmpuspus/ph-civic-data-mcp Philippine government data: PHIVOLCS earthquakes and volcano alerts, PAGASA weather and typhoons, PhilGEPS procurement, PSA census data and AQICN air quality.
dvdsosa/zotero-native-mcp Read and write a local Zotero library via its local API, offline: collections, items, attachments, full text, BibTeX and CSL export, tags and saved searches.
Liyux3/scholar-mcp Federated academic search across OpenAlex, Semantic Scholar, arXiv, PubMed and more, with citation graphs, full-text reading, PDFs and a local paper library.
Smartoire/paxaver-mcp Paxaver school community platform: student lunch ordering with allergy and dietary checks, wallets, school calendars, volunteering, memberships and payments.
thinkchainai/agentinterviewsmcp Run AI-led qualitative research interviews and surveys with Agent Interviews: create interviewers, manage projects, recruit participants and analyze results.
viventine-space/orbit-sentinel-mcp Search FCC, ITU, UNOOSA and FAA space regulatory filings via Orbit Sentinel: semantic search, entity dossiers, spectrum holdings, launch licenses and alerts.
SelfPy/science-ai-mcp-server Science AI Journal tools: paper-tier prediction, AI peer review, research gap finder, journal recommender, duplicate publication checker and article writer.
musharna/data-aggregator-mcp Search and fetch research datasets across Zenodo, DataCite, NCBI and PubMed/OpenAIRE, with DOI deduplication, paper-to-data linking and verified downloads.
notDIRK/fds-mcp Freedom-of-information requests in Germany via FragDenStaat: find the responsible authority, check the law and deadline, track requests and draft new ones.
SidneyBissoli/uis-mcp-server UNESCO Institute for Statistics indicators on education, science, culture and communication by country, region and year, with provenance on every response.
laszlopere/mcp-molecules Chemistry tools from NIST data: molar mass with uncertainties, isotope-distribution mass spectra and name-formula lookup, offline or with online fallback.
mlava/scholar-sidekick-mcp Resolve scholarly identifiers (DOI, PMID, ISBN, arXiv and more) to CSL JSON, format citations in thousands of styles, or export to BibTeX, RIS or EndNote.
oscardvs/zoteus Zotero integration: hybrid search, PDF passages with page locators, CSL bibliographies, add by DOI, group libraries and writes including PDF annotations.
smeet666/mcp-archiveorg Full-text search inside the Internet Archive's scanned books, periodicals and documents, catalogue search, and Wayback Machine captures of a URL by date.
Agnuxo1/benchclaw-integrations Register LLMs and agents and submit Markdown research papers to the BenchClaw leaderboard, where a panel of judges scores them with deception detectors.
tushariitr-19/patents-mcp Patent search and prior art discovery using the Google Patents public dataset on BigQuery: patent details with CPC codes and citations, and claims text.
giacomomaria81/scorm-mcp-server Package HTML, Claude Design bundles or mobile-learning exports as SCORM 2004/1.2 courses with milestone and question tracking, and validate SCORM zips.
yusong652/pfc-mcp ITASCA PFC discrete element simulation: browse documentation, execute scripts, capture plots and manage long-running tasks via a bridge to the PFC GUI.
AnonymousOnyx22/brightspace-d2l-mcp D2L Brightspace for students: due dates with submission status, grades, assignments and rubrics, announcements and discussions, using browser sign-in.
archoor/painspotter-mcp Startup and product opportunities mined from Reddit, Hacker News, Product Hunt and Stack Exchange: pain points, trending themes and commercial scores.
dhamma-seeker/tripitaka-mcp Search, cite and compare the Pāli Canon (Tipiṭaka): hybrid search, full suttas with cross-references, aligned translations and Pāli dictionary lookup.
anzy-renlab-ai/pronounce Community pronunciation dictionary for developer and product names (kubectl, nginx, GIF) with IPA, respellings, alternate readings and cited sources.
Battam1111/omniseek Self-hosted perception server: local bilingual ASR, vision, cross-lingual search, credentialed login-walled sources and a persistent relation graph.
admin978/canvas-mcp Local-first Canvas LMS access: courses, assignments, modules, announcements, grades, planner items, upcoming events, to-dos and bulk file download.
BrowseAI-HQ/BrowserAI-Dev Evidence-backed web research: real-time search with cited claims, confidence scores and a mode comparing raw LLM answers with evidence-backed ones.
michaelellis003/paperboy Send research papers to Kindle or Kobo: search arXiv and OpenAlex, find related work, queue papers in Zotero and deliver PDFs via email or Dropbox.
lizhuojunx86/chinese-history-mcp Query classical Chinese texts from pre-Qin to Wei-Jin (Shiji, Zuozhuan, Analects and more) by event, person, place or virtue, with cited passages.
yusong652/yade-mcp YADE discrete element method (DEM) simulation: search API docs, run code via a REPL or background tasks, monitor progress and review task history.
jshelley/briefing-mcp Hourly LLM-ranked news briefings (AI, markets, sports, world) as structured JSON and e-ink pages, plus provenance data for every candidate story.
thevibepreneur/gapbase-mcp Search a database of startup gaps by industry, role or keyword, each with the pain point, solution direction and a blueprint link. Works offline.
TheWhiteWater/tube-bridge Self-hosted YouTube research: video and channel search, transcripts, comments, playlists, timestamped frames and private local semantic corpora.
nangman-infra/touch-browser Evidence-grounded web research: verify claims on pages with citations, confidence bands and policy reports, and synthesize multi-page sessions.
gregario/astronomy-oracle Astronomical catalog data and observing session planning: OpenNGC deep-sky objects with visibility, rise/transit/set and alt/az calculations.
rnwkr7rscy-lang/fittin-mcp Patent prior art search and startup IP analysis: clone risk scores, defensibility maps, patentable features and competitor patent landscapes.
ictinnovations/ictexam-mcp Read exam papers, classes, subjects, the gradebook and per-question item analysis from ICTExam, an exam authoring and auto-grading platform.
peopleworks/SignsofAI #⃣ - Explainable AI-writing detection and originality checking in English and Spanish, plus citation checks and hidden-character detection.
sh-patterson/legiscan-mcp Legislative data from all 50 US states and Congress via the LegiScan API: search bills, get full text, track votes and look up legislators.
HasData/google-scholar-mcp Google Scholar search as JSON with author and year filters, cited-by and all-versions lookups, and formatted citations with BibTeX export.
sf-shenfeng/learn-shell Self-hosted teaching OS for agents: courses, lessons, FSRS flashcards, graded exercises, real-time teaching sessions and teaching memory.
smeet666/mcp-libraryofcongress Full-text search of the Library of Congress's digitised American newspapers, plus catalogue search by media type and curated collections.
kimimgo/viznoir Scientific visualization for CFD, FEA and SPH: render, slice, contour, volume-render and animate OpenFOAM, VTK and CGNS data headlessly.
patsnap/patent-literature-search-mcp Natural-language patent and scientific literature search via Patsnap: semantic and BM25 search, structured filters and record retrieval.
ankitkapur1992-hlido/hlido-mcp Hlido trust scores, claim audits and comparisons for reviewed AI agents: tier verdicts, per-claim pass/fail audits and signed evidence.
wedo911/citeguard Check citations against Crossref for retractions, corrections or expressions of concern before they go into a paper, summary or review.
OrgMentem/zotio Zotero integration with preview-first, journaled writes: reads via the local Zotero desktop API without a key, writes via the Web API.
JuhongPark/mcp-server-pronunciation Local English voice coach with pronunciation, grammar, fluency and phoneme-level feedback, practice drills and learner-profile hints.
davidmosiah/uap-pulse Read-only search of declassified U.S. federal UAP/UFO records, with hotspots, timelines, a live map dataset and direct source links.
SPARKIT-science/sparkit-mcp Ask SPARKIT, a scientific research agent, questions and get cited Markdown reports based on literature search and paper reading.
csmediapro/moodle-mcp-server Query Moodle LMS data via Moodle Web Services: courses, users, assignments, categories and site info. Extensible with plugins.
HasData/google-trends-mcp Google Trends data as JSON: interest over time and by region, plus rising and top related queries and topics for any keyword.
pminervini/deep-research-mcp Deep research via the OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.
YGao2005/scholar-feed-mcp Semantic search over CS and AI papers with citation-graph traversal, full-text extraction, embeddings and BibTeX export.
SokolskyNikita/annas-mcp Search Anna's Archive for books and journal articles by title, author, topic or DOI, and download the chosen file.
smeet666/mcp-databnf Search the open catalogue of the Bibliothèque nationale de France for authors, their works and the editions held.

Rows marked ↗ have no reference page of their own — the source registry did not provide enough to write one — so they link straight to the provider's documentation.

Authentication

How the 79 records in this category authenticate callers. Values come straight from the source registries; records the sources do not describe are counted as unknown rather than guessed.

  • No authentication 76
  • API key 3

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