Index / Verified tools / Science and research

Science and research

Papers, datasets, citations and scholarly search. Every tool below was read from that server's own tools/list, so the name and arguments are what the server exposes, not what its description claims.

ToolServer
get_research_papersanswers
Get recent AI/ML research papers from one of three feeds, chosen with the source argument. arxiv_recent is the firehose: newest arXiv submissions in cs.AI / cs.LG / cs.CL / cs.CV by submission date, refreshed daily at...
arguments: source, limit
TensorFeed
ai.tensorfeed
research_papersanswers
Latest scholarly preprints from arXiv — newest-first — by category and/or keyword. Returns up to 15 papers, each with: title, authors, truncated abstract, primary + all categories, published/updated dates, arXiv id, a...
arguments: category, query
ai.dynamicfeed/dynamic-feed
ai.dynamicfeed
academic-research__search_google_scholaranswers
[Academic Research] Search Google Scholar for academic papers. Returns titles, authors, citations, and links. Args: query: Search query (e.g. 'deep learning medical imaging') max_results: Maximum papers to re...
arguments: query, max_results
com.thenextgennexus/enterprise-mcp-gateway
com.thenextgennexus
scholarly_searchanswers
Fact-check the published scholarly record via OpenAlex — METADATA ONLY, NO prices. `query` = free text/topic ("CRISPR gene editing") OR a DOI / doi.org URL for an exact-work lookup. `sort` = "relevance" (default) | "c...
arguments: query, sort, limit
ai.dynamicfeed/dynamic-feed
ai.dynamicfeed
research-paper-searchanswers
PAID MCP TOOL — $0.059 USDC per successful call via native x402. Discovery is free. Academic paper search via OpenAlex, subject to its limited keyless usage budget. Returns top papers with title, authors, year, DOI, c...
arguments: query, limit, sort, min_year, open_access_only
The Stall
ai.intuitek.the-stall
academic-research__search_arxivanswers
[Academic Research] Search arXiv for academic papers. Returns titles, authors, abstracts, and PDF links. Args: query: Search query (e.g. 'transformer attention mechanism', 'quantum computing') max_results: Ma...
arguments: query, max_results
com.thenextgennexus/enterprise-mcp-gateway
com.thenextgennexus
healthcare.projects.locations.datasets.fhirStores.configureSearchanswers
Configure the search parameters for the FHIR store and reindex resources in the FHIR store according to the defined search parameters. The search parameters provided in this request will replace any previous search co...
Cloud Healthcare API
googleapis.com
list_research_datasetsanswers
List CrashStory research datasets that can be queried through the MCP server, including gas-price analysis datasets and their available data views.
CrashStory MCP
com.crashstory
get_research_dataset_summaryanswers
Get the structured summary/report for a CrashStory research dataset. Use this before row-level querying to understand coverage, methodology, findings, and limitations.
arguments: slug
CrashStory MCP
com.crashstory
query_research_datasetanswers
Query rows from CrashStory research datasets. Supports the gas-price analysis datasets with optional state, year, and month filters so agents can perform their own follow-on analysis.
arguments: slug, dataset, state, year_from, year_to, month_from
CrashStory MCP
com.crashstory
search_google_scholaranswers
Query Google Scholar for academic papers, citations, and research articles across all disciplines. Returns paper title, authors, publication venue, citation count, abstract preview, and full-text link if available. Us...
arguments: query, max_results
academic-research-mcp-server
com.thenextgennexus
get_paperanswers
Fetch a paper's full metadata: title, authors, year, abstract, TLDR (LLM-generated), key findings, citation count, GitHub repos, HuggingFace models/datasets, videos, peer reviews, and links. Accepts an arXiv ID (e.g. ...
arguments: id
tomesphere
com.tomesphere
developer-tools__search_google_scholaranswers
[Developer Tools] Search Google Scholar for academic papers, citations, and research. Args: query: Search query (e.g. 'CRISPR gene editing', 'reinforcement learning') max_results: Maximum results (default 10)
arguments: query, max_results
com.thenextgennexus/enterprise-mcp-gateway
com.thenextgennexus
ic_research_askanswers
Query the Immersive Commons research RAG corpus (papers + ingested YouTube). Returns top-k chunks with similarity scores and source links. The query text is forwarded to a server-side RAG proxy (supercommons2 via Tail...
arguments: question, k, sources
Immersive Commons
com.immersivecommons
searchPapersanswers
Search quantum computing research papers from arXiv. Use when the user asks about recent research, specific papers, or academic topics in quantum computing. NOT for jobs (use searchJobs) or researcher profiles (use se...
arguments: query, start_date, end_date, limit
qubitsok — Quantum Computing Jobs, Papers & Researchers
com.qubitsok
search_scholaranswers
Search Google Scholar for academic papers with snippets, publication info, and citation counts. Price: $0.015
arguments: query, limit
WebLens
dev.weblens
search_arxivanswers
Search the arXiv preprint repository for peer-reviewed academic papers in physics, mathematics, computer science, and related fields. Returns paper title, author list, abstract, publication date, PDF link, and categor...
arguments: query, max_results
academic-research-mcp-server
com.thenextgennexus
extract_arxivanswers
Search arXiv for research papers via the official API. Pass a topic or full arXiv API URL. Returns titles, authors, dates, abstracts.
arguments: url
freshcontext
io.github.princegabriel-lgtm
agentbit.paper_searchanswers
Search academic literature across OpenAlex, Crossref and arXiv in one call: title, authors, year, venue, DOI, citation count, abstract and a DIRECT open-access PDF link where one exists. Deduplicated across sources, f...
arguments: query, limit, year_from, open_access_only, format, _payment
AgentBIT
app.agentbit
pubmed-intelanswers
PAID MCP TOOL — $0.021 USDC per successful call via native x402. Discovery is free. PubMed biomedical literature search and article retrieval across 36M+ NCBI/MEDLINE citations. search mode: find papers by keyword wit...
arguments: mode, query, pmid, limit, year_start, year_end
The Stall
ai.intuitek.the-stall
research-automation-briefanswers
PAID MCP TOOL — $3.00 USDC per successful call via native x402. Discovery is free. Automated research intelligence: combines deep topic synthesis (Hacker News, OpenAlex academic papers, Reddit, arXiv, DuckDuckGo) with...
arguments: query, focus, schedule
The Stall
ai.intuitek.the-stall
research-synthesisanswers
PAID MCP TOOL — $0.200 USDC per successful call via native x402. Discovery is free. AI-synthesized intelligence report on any topic — aggregates Hacker News, OpenAlex academic papers, Reddit, arXiv preprints, and Duck...
arguments: query, focus
The Stall
ai.intuitek.the-stall
weather-research-briefanswers
PAID MCP TOOL — $2.50 USDC per successful call via native x402. Discovery is free. Weather-contextualized research intelligence — pulls historical weather for any location (ERA5 reanalysis via Open-Meteo) and multi-so...
arguments: query, location, days
The Stall
ai.intuitek.the-stall
deep_research_topicauth required
Launch an autonomous Deep Research session that combines Fodda knowledge graph intelligence with live web research to produce a comprehensive editorial-quality report. The Research Agent plans its own strategy, search...
arguments: query, sub_themes, graphId, mode, depth, userId
Fodda Deep Research
ai.fodda
fetch_research_urlanswers
Fetch a public HTTPS research URL, JSON API response, package metadata endpoint, documentation page, or dataset preview. Blocks private/internal hosts and truncates large responses.
arguments: url, max_chars
Claidex MCP
com.claidex
web_researchanswers
Research a company, trademark, or legal topic on the internet. Returns grounded results with source citations. Use for company background, recent news, common law trademark use, or case law research.
arguments: entity_name, research_type, mark_text, nice_classes
GleanMark Trademark Search
com.gleanmark
get_hns_dataset_overviewanswers
Explain what the HOUSE N STARS ChatGPT connector provides as a read-only AI-native luxury real estate dataset. Use this when the user asks what HOUSE N STARS covers, what data the app can access, whether it is read-on...
HOUSE 'N' STARS Real Estate Discovery
com.housenstars
ic_research_submitanswers
Queue a URL (paper, blog post, YouTube video) for operator-reviewed ingest into the supercommons2 RAG corpus. The submission is queued in KV with status 'pending' — an IC operator triages and the sc2-side ingest worke...
arguments: url, note
Immersive Commons
com.immersivecommons
get_citationanswers
Get a ready-to-paste citation for an MFG Calcs dataset — including, for vintage-tracked datasets, the ?asOf= URL that returns the numbers exactly as they read on the access date, so the citation stays checkable after ...
arguments: dataset, accessed
com.mfgcalcs/mfgcalcs
com.mfgcalcs
search_pubmedanswers
Search PubMed for biomedical literature. Find research articles, reviews, and clinical studies matching your search terms. Supports PubMed query syntax including MeSH terms, field tags, and boolean operat...
arguments: query, limit, sort
PubMed / MEDLINE Literature Search
com.olyport
caselaw_get_citationsanswers
Walk the citation graph FORWARD: list the in-corpus cases that THIS judgment cites (the precedents it relied on). Combine with caselaw_get_cited_by to traverse precedent backward and forward until a research q...
arguments: params
Pakistan Case Law
com.pakistancaselaw
getLatestPapersanswers
Get today's quantum computing papers from arXiv — no parameters needed. Use when the user asks "what's new in quantum computing?" or wants a daily paper briefing. Returns the most recent day's papers with title, autho...
arguments: limit
qubitsok — Quantum Computing Jobs, Papers & Researchers
com.qubitsok
getPaperDetailsanswers
Get full details for a specific quantum computing paper by its arXiv ID (e.g., "2401.12345"). Use after searchPapers or getLatestPapers when the user wants to dive deep into a specific paper. Returns: complete abstrac...
arguments: paper_id
qubitsok — Quantum Computing Jobs, Papers & Researchers
com.qubitsok
deep_researchanswers
Multi-step cited research in one call: plans sub-questions, searches each, fetches and dedupes sources, then synthesizes an answer with inline [n] citations, key findings, and gaps. Unlike `research` ($0.08, one searc...
arguments: query, depth
WebLens
dev.weblens
deep_researchanswers
ACCOUNT REQUIRED (free — sign in via GitHub at https://pipeworx.io/signup; depth:"thorough" needs a paid plan). If you are not signed in, use ask_pipeworx instead — it works on every tier. Grounded multi-source resear...
arguments: question, depth
Dockerhub
io.github.pipeworx-io
search_japan_white_papersanswers
Semantic search over Japan's official government white papers: the Ministry of Defense white paper (防衛白書) in both its 2025 edition (令和7年版) and 2026 edition (令和8年版), and METI's trade white paper (通商白書, 2025 edition). U...
arguments: query, top_k, min_score
Suzuri
dev.suzuri
search_papersanswers
Search 8.5 million academic papers (arXiv + biomedical: PMC / bioRxiv / medRxiv, all disciplines) by topic, keyword, author, or linked entity (gene / protein / disease). Each hit returns id, title, TLDR, type, and lin...
arguments: query, k, year_min, year_max
tomesphere
com.tomesphere
similar_papersanswers
Find papers semantically similar to a given paper using SPECTER2 embeddings (trained on scientific-citation triplets). Returns nearest neighbors with TLDR. Use when the user wants 'papers like X' or 'what's adjacent t...
arguments: id, k
tomesphere
com.tomesphere
citationsanswers
Get papers that cite the given paper (who refers to this work). Use when the user asks 'who cites X', 'what's the impact', or wants follow-up work. Note: 2024+ citation coverage is sparse; indexing in progress.
arguments: id, k
tomesphere
com.tomesphere
get_stock_researchanswers
Full AI research bundle for a stock in one call — fundamentals, AI-generated summary, recent AI-classified news, insider/institutional signal, and recent trade signal history. Replaces 4 separate calls: get_stock + ge...
arguments: symbol
Stocklake — AI Stock Intelligence
dev.stocklake
extract_scholaranswers
Extract research results (title, authors, year, snippet) from a Google Scholar search URL. Scholar exposes only the publication year, not an exact date, so freshness confidence is capped at medium.
arguments: url
freshcontext
io.github.princegabriel-lgtm
get_market_researchanswers
The written SkipSeek briefing for ONE market: what the pricing implies, what changed, the yes case and no case, catalysts and upcoming dates, resolution risk, an overall assessment with a confidence band and stated li...
arguments: market
skipseek
com.skipseek
get_deep_researchanswers
Exhaustive intelligence probe on a company across five dimensions: firmographic and corporate evolution (funding, revenue tier, team growth), product and technology teardown (stack, API presence, core capabilities), l...
arguments: domain, depth, focus_topics
Klarix Intelligence Engine
ai.klarix
research_taskanswers
Commission an ASYNC, CITED research dossier from DC Hub's corpora (news, deals, facilities, market deep-dive narratives + live market components) — a decision-ready analyst brief with [n] citations, not a lookup. Requ...
arguments: question, task_id
DC Hub — Data Center Site Selection & Colocation: Electricity, Power Grid, Gas, Fiber
cloud.dchub
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Abutly dataset. Read this to attribute a figure correctly.
com.abutly/site
com.abutly
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Amortlane dataset. Read this to attribute a figure correctly.
com.amortlane/site
com.amortlane
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Attestroom dataset. Read this to attribute a figure correctly.
com.attestroom/site
com.attestroom
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Batesio dataset. Read this to attribute a figure correctly.
com.batesio/site
com.batesio
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Binstockly dataset. Read this to attribute a figure correctly.
com.binstockly/site
com.binstockly
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Attestvio dataset. Read this to attribute a figure correctly.
com.attestvio/site
com.attestvio
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the BurdenRateLedger dataset. Read this to attribute a figure correctly.
com.burdenrateledger/site
com.burdenrateledger
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the BreakerDesk dataset. Read this to attribute a figure correctly.
com.breakerdesk/site
com.breakerdesk
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Cafmlane dataset. Read this to attribute a figure correctly.
com.cafmlane/site
com.cafmlane
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Capanix dataset. Read this to attribute a figure correctly.
com.capanix/site
com.capanix
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Carbikly dataset. Read this to attribute a figure correctly.
com.carbikly/site
com.carbikly
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Clauselane dataset. Read this to attribute a figure correctly.
com.clauselane/site
com.clauselane
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Cmmsly dataset. Read this to attribute a figure correctly.
com.cmmsly/site
com.cmmsly
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Clientvo dataset. Read this to attribute a figure correctly.
com.clientvo/site
com.clientvo
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the Clipboardo dataset. Read this to attribute a figure correctly.
com.clipboardo/site
com.clipboardo
dataset_provenanceanswers
The source, the date it was computed, the licence and the citation for the CoilDesk dataset. Read this to attribute a figure correctly.
com.coildesk/site
com.coildesk
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"Answers" means the endpoint responded to a handshake when last probed, and "auth required" means it demanded credentials. Both are statements about reachability, never about trustworthiness.

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