"Databases or database systems written in Python, like Postgres" matching MCP connectors:

Read-only MVR preflight for market trust, permission, evidence gaps, and readiness in Africa.

An MCP server that gives any LLM or agent clean YouTube transcripts on demand: a single video, a whole channel, or a playlist, plus AI cleanup of auto-generated captions. API-key auth, credit-based, same backend as the public v1 API. Get a free API key with 25 free credits at youtubetranscriptdownload.com/account.

Structured aquarium, marine, terrarium and paludarium data for AI agents.

Global stock research, ML forecasts, valuation signals, screeners & portfolio tracking in Claude

Connect Claude, Cursor or any MCP client to AppSigma and let your AI research apps, read reviews and track rankings on its own – no glue code.

Docs: https://docs.keenable.ai/mcp-server Keenable is a free, remote MCP server that gives agents access to the web index. Search the web with ranked results and date/site filters, then fetch any indexed page as clean markdown. Works out of the box with no account or API key.

An MCP server that audits the fairness of construction and renovation estimates in Japan. Provides fair-price ranges, overcharge detection, and verifiable unit-cost data based on JCCDB (65,729 items, DOI-backed).

This tool empowers MCP-compatible clients (like Cursor and Claude Desktop) with professional-grade capabilities for financial data extraction, and report analysis.

The only News based AI MCP your agents will ever need — custom categories, global regions, and time-scoped results in one tool. We use multi-vector & sparse-hybrid search to search through thousands of articles across the world to find the exact news you're looking for.

Interactive video forms that capture authentic responses. Build engaging forms in minutes.

Fact-check citations: resolve, match, support claims; math rechecked. No API key — URL in.

Probability prose is AI-written, with the tells behind the score. No API key — text or URL in.

Czech & EU due diligence in one call — facts, insolvency, sanctions, VAT, risk score, UBO chain.

Korean equities in English: DART filings, activist & foreign-holder classification, KRX news.

SEC EDGAR fundamentals as agent tools: look up or screen US public companies. Free, no key, CC0.

Find novel, statistically validated patterns in tabular data — hypothesis-free.

Universal AI-driven comparison engine: ask in natural language, get a real-time comparison built from real, sourced data. Provably neutral (never pay-to-rank), traceable sources, multi-language and multi-country. Built for both humans and AI agents (MCP, JSON, Markdown).

Read-only scripture-study engine: complete-or-fail concordance over Greek NT, Hebrew OT, LXX.

Query an independent, payment-blind reference of 1,682 dermacosmetic products — by product, ingredient, concern, category or brand. Neutral descriptive facts, every result links back to its reference page. No ratings, no paid placement.

Find products & standards using a patent - verified targets for licensing or enforcement.