Research & Data
Tools and integrations for collecting, analyzing, and managing research-focused data. Includes features to process structured and unstructured datasets.
MCP ServersBrowse all →
AlicenseAqualityBmaintenanceQuery verified pricing, aggregated user ratings, feature comparisons, and category rankings for 508+ SaaS, AI, and security tools across 45 categories. No API key required - install with npx @comparedge/mcp-serverLast updated481,7211MIT
PropLineofficial
AlicenseAqualityBmaintenanceLive sports betting odds, cross-book +EV, and graded player-prop resolution across 13 books.Last updated411268MIT
Brave Search MCP Serverofficial
AlicenseAqualityBmaintenanceAn MCP implementation that integrates the Brave Search API, providing comprehensive search capabilities including web, local business, image, video, news searches, and AI-powered summarization.Last updated1,56787,1601,136
OilPriceAPIofficial
AlicenseAqualityAmaintenanceReal-time and historical oil, gas, and commodity prices. 40+ energy commodities including Brent Crude, WTI, Natural Gas, LBMA Gold/Silver, EU Carbon, and refined products. Get current prices, compare commodities, view market overviews, and access historical data — all through natural language. Used by energy traders, fintech companies, and researchers worldwide.Last updated6814782MIT
longbridgeofficial
AlicenseAqualityBmaintenanceUS/HK markets — 110 tools: real-time quotes, options, orders, fundamentals, alerts, DCA & portfolioLast updated41008MIT- MIT
- AlicenseAqualityAmaintenanceA fully autonomous patent data marketplace for AI agents, providing highly structured JSON datasets with strategic insights. Supports instant M2M transactions via ROSE on the Oasis Network.Last updated104MIT

VoidFeedofficial
AlicenseAqualityCmaintenanceStructured knowledge API for AI agents — fractal knowledge graphs, signal datasets, authority evidence reviews, open problems, and capability specs. Pay-per-query or subscription via Lightning, Stripe, or USDC.Last updated93MIT- AlicenseBqualityCmaintenanceProvides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents, offering unlimited queries with no rate limits and faster performance than comparable services.Last updated126891MIT

Code Ocean MCP Serverofficial
AlicenseBqualityCmaintenanceProvides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.Last updated265MIT- MIT
- AlicenseAqualityFmaintenanceEnables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.Last updated8719Apache 2.0
- AlicenseBqualityCmaintenanceA comprehensive Model Context Protocol server that enables advanced PubMed literature search, citation formatting, and research analysis through natural language interactions.Last updated429129MIT

MCP-Upstage-Serverofficial
AlicenseAqualityFmaintenanceEnables document processing through Upstage AI services including parsing various document formats, extracting structured information with custom schemas, auto-generating extraction schemas, and classifying documents into categories.Last updated4202MIT- AlicenseBqualityBmaintenanceEnables searching and downloading academic papers from 14 platforms including arXiv, PubMed, Google Scholar, Web of Science, Springer, and Sci-Hub with unified data format and intelligent rate limiting.Last updated619216164MIT

WormBase MCP Serverofficial
AlicenseAqualityCmaintenanceEnables querying the WormBase database for C. elegans and nematode genomics data, including gene information, protein sequences, phenotypes, interactions, and expression patterns through natural language.Last updated121MIT
Rasdaman MCP Serverofficial
AlicenseAqualityCmaintenanceEnables natural language interaction with rasdaman multidimensional databases by translating tool calls into WCS/WCPS queries. It allows users to list coverages, retrieve metadata, and execute complex queries on datacubes through an LLM.Last updated45MIT- AlicenseAqualityCmaintenance18 tools for US stock screeners, chart patterns, options flow signals and equities research. Hosted SSE transport mcp.stockmarketscan.com with BYOK authentication.Last updated18MIT
- AlicenseAqualityCmaintenanceConnects Claude to OpenReview to facilitate conference reviewer and area chair workflows through the Model Context Protocol. It enables users to manage paper assignments, read submissions and reviews, and perform write actions like submitting reviews or comments using a preview-and-confirm system.Last updated213MIT

mcp-octagonofficial
AlicenseBqualityCmaintenanceDeliver real-time investment research with extensive private and public market data.Last updated3172129MIT
RSpace MCP Serverofficial
AlicenseBqualityCmaintenanceA proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.Last updated504AGPL 3.0- AlicenseAqualityCmaintenanceAI-powered terrain analysis for any location on Earth. Uses super-resolution and computes environmental risk metrics including erosion, water flow, and a composite Site Intelligence Score.Last updated43MIT

Noctua MCP Serverofficial
AlicenseAqualityBmaintenanceEnables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) through the Barista API. Supports model creation, individual and fact management, evidence addition, and causal pathway construction for biological knowledge representation.Last updated18BSD 3-Clause
Graphistry MCPofficial
AlicenseAqualityFmaintenanceGPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.Last updated17811MIT- AlicenseAqualityBmaintenanceMCP server for Pubrio — the glocalized business data layer for AI agents. 50 tools to search companies, people, jobs, news & ads, enrich records, reveal contacts, manage signal monitors, and access reference data from around the globe.Last updated5146MIT
- AlicenseAqualityDmaintenanceDisruption Intelligence MCP gives AI agents access to commercial disruption signals through a public MCP server backed by the hosted Forgemesh API. It supports WARN/layoff intelligence, company context, geospatial territory disruption, x402 payment challenge inspection, and economic signal workflows without exposing private scoring logic, ingestion systems, schemas, or infrastructure.Last updated67356MIT

LODA API MCP Serverofficial
AlicenseAqualityCmaintenanceEnables exploration and computation of mathematical integer sequences from OEIS using the LODA assembly language. Supports sequence discovery, program execution, algorithmic mining, and real-time computation of mathematical sequences.Last updated81Apache 2.0- AlicenseBqualityCmaintenanceEnables web search and deep research capabilities through the Tavily API, allowing users to gather comprehensive information from the web with configurable search parameters and planning rounds.Last updated41135MIT
- AlicenseBqualityDmaintenanceAn MCP server for searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, and Sci-Hub, designed for seamless integration with large language models like Claude Desktop.Last updated2571,476MIT
- AlicenseAqualityBmaintenanceResolves scholarly identifiers — DOI, PubMed ID, PMCID, ISBN, ISSN, arXiv, ADS bibcode — into clean, formatted citations in any of 10,000+ CSL styles. Returns plain text, HTML, Markdown, RIS, BibTeX, CSL-JSON, or EndNote XML for direct paste or reference manager import.Last updated661883MIT
MCP ConnectorsBrowse all →
USGS commodity benchmarks, attested field run logs, and mining/geologic district data for AI agents. Nine data endpoints gated by x402 ($0.10 USDC on Base). Tools: get_commodity_benchmark (gold, silver, copper, and 17 more critical minerals), get_ultrasound_run_data (on-chain EAS-attested gravity-separation field runs), district.history (MRDS-sourced deposit and assay history by country/state/district), and ask_sales_agent. No API keys — pay per call in USDC.
Read-only MCP for U.S. household distress: 96 indicators, ADI composite, 3,144 counties.
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.
Analyst-debate research on every public and private company. 8 tools: search, score, compare, more.
AQUAVIEW MCP is a hosted Model Context Protocol server that gives any LLM agent direct access to 700,000+ oceanographic, atmospheric, and marine datasets from 68 authoritative sources — NOAA, IOOS, World Ocean Database, Argo, GOES-R, NEXRAD, ESA Sentinel, and more. Ask in plain English; the server returns structured results with direct download links for NetCDF, GRIB2, GeoTIFF, and CSV files.
Search arXiv, fetch paper metadata, and read full-text content.
Kosovo Agency of Statistics (ASKdata) PxWeb MCP.
MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, optometry schools
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-call.
Financial market intelligence — real-time stock quotes (Twelve Data), market indices (S&P 500, VIX, NASDAQ, gold, oil via FRED), and SEC 13F institutional holdings. First traditional market data API on x402.
ArXiv preprints + Google Scholar papers, with citation counts in one query.
Vedic astrology MCP server connecting any AI to real ephemeris calculations — natal charts, Vimshottari Dasha, yogas with BPHS citations, matchmaking with Rajju/Vedha vetoes, panchanga, KP system, Lal Kitab, and numerology. OAuth 2.1. Free sandbox tier.
Verified, sourced, real-time intelligence layer for AI agents.
AI Briefing MCP — Keep AI models current on industry developments
Drop-in daily content for AI briefing agents. 10 channels, 100 free calls on signup.
ClinicalTrials.gov intelligence — search 400K+ trials by condition, intervention, sponsor, or phase. Get full trial details, eligibility criteria, and aggregate stats.
NASA space data — Near Earth Objects (asteroid tracking & hazard assessment), Space Weather (solar flares, CMEs, geomagnetic storms via DONKI), and Astronomy Picture of the Day.