Research / 研究

Open-access availability for 120M+ scholarly articles via the Unpaywall API

Amazon brand, seller, niche & buy-box intelligence inside your own Claude or ChatGPT.

Domain & brand intelligence: company enrichment, tech stack detection, brand research.

Know what's gaining traction online: breakout topics in tech, sports & politics, with citations.

Web search, clean page reading & one-call research dossiers for AI agents. No API key.

Verify citations in AI text: fetches each cited source, returns verdicts with evidence quotes.

NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII flows & portfolio

Search 340M+ academic papers — citation graphs, semantic similarity, and AI literature reviews.

Top-down IBKR research: 468 typed screeners tagged by strategy intent, news, account access.

Paper search, arXiv full-text reading, and citation graphs over arXiv, Semantic Scholar, OpenAlex.

Read-only MCP over an agentic SLR workspace with per-claim citation verification

US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation-backed.

Live AI-native web search with citations. One tool for every MCP client. Flat per-request pricing.

SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.

Read-only MCP over an agentic SLR workspace with per-claim citation verification

Search peer-reviewed papers and research methodology guidance from your AI agent.

Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights.

Run user research from any AI tool. Create studies, recruit participants, query insights.

MCP server for citation finder ai. Features format citation, generate bibtex, parse citation...

Analyst-debate research on every public and private company. Reports, scores, audio briefings.

Legal research: US primary law, Indian case law (31M+ judgments), and citation graph traversal.

Atom-grounded negotiation reasoning. Typed topology slot, inline citations, public dialect.

Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops

Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says "全流程", "full pipeline", "从找idea到投稿", "end-to-end research", or wants the complete autonomous research lifecycle.

Web search, content extraction, crawling, and research capabilities using Tavily API

Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing latency for real-time applications, or deploying models with limited compute. Covers draft models, tree-based attention, Ja…

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

Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use for fast k-NN search, large-scale vector retrieval, or when you need pure similarity search without metadata. Best for h…

Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.

Supplement research, biomarker effects, drug interactions, and brand quality data