MCP: paper-preflight
by amos689
MCP server that verifies every LaTeX reference against Crossref, dblp, arXiv and more, with no LLM guessing in the verdicts.
Open MCP gateway giving agents live, citable data from 1,300+ verified sources like SEC, FDA, USPTO, and FRED.
Set up this MCP server in your favorite AI agent — copy a ready-made configuration below.
Pipeworx is an MCP gateway that puts thousands of verified public data sources behind a single MCP connection. Rather than wiring up one server per source, an agent connects once and reaches SEC filings, FDA records, ClinicalTrials.gov, USPTO patents, EPA data, FRED economic series, and more than 1,300 others.
The design detail that matters for research work is citation: every response carries source metadata and a stable citation URI, so a claim an agent makes can be traced back to the record it came from instead of being asserted from memory. Tools are loaded on demand rather than all at once, which keeps the tool list from overwhelming an agent's context, and a natural-language ask_pipeworx entry point lets an agent describe what it needs instead of picking a tool by hand.
It is free to use anonymously at 50 calls per day, rising to 200 per day with a GitHub account. Paid metered plans remove the cap and add premium verticals.
by amos689
MCP server that verifies every LaTeX reference against Crossref, dblp, arXiv and more, with no LLM guessing in the verdicts.
by Perplexity
Ask Perplexity's Sonar API real-time, web-grounded questions and get cited answers inside your agent.
by CoinMarketCap
CoinMarketCap's official MCP server — real-time prices and market caps for 10,000+ cryptocurrencies, technical indicators, on-chain metrics and crypto news.
by Data Commons
Query public statistics — health, economic, demographic and climate indicators from hundreds of official sources — through the Data Commons knowledge graph, hosted or self-run.