"Understanding Requirement Analysis" matching MCP connectors:

mrmarket.ai is a remote MCP server that resolves financial research questions against clean, structured market data. Multi-factor screens, rankings, cohort-relative comparisons, point-in-time event studies, and forward-return analysis across 11,000+ US-listed tickers, returned as structured rows.

FlickerBOAuth

finance.flicker.api

Official hosted MCP server for Flicker (flicker.finance). Crypto, stock and FX market data (prices, screeners, funding rates, exchange stats, news), Flicker's published analysis zones and per-position assessments, plus the authenticated user's multi-exchange portfolio: positions, trades, balances and exchange connections, watchlist, alerts and notification preferences (watchlist/alerts/preferences are editable, everything else read-only). Does not place or manage trades. Streamable HTTP, OAuth r

SateAIsAOAuth

com.spcsft

Satellite SAR analysis: ship, oil slick, building change, and time-series change detection

Algo Trade AnalyticsBOAuth

com.algo-trade-analytics.app

AI-assisted quantitative research and strategy validation through market context, experiments, backtesting, and walk-forward analysis.

Mezmo MCP Server

com.mezmo.mcp

Mezmo MCP is a remote Model Context Protocol (MCP) server that lets AI assistants and IDE chat agents interact with the Mezmo observability platform via the Model Context Protocol. Use it for streamlined observability, log analysis, and root-cause analysis in your favorite tools. Add Mezmo MCP and you can: 🕵️ Run advanced Root-cause analysis over recent logs 📦 List and describe Pipelines 📤 Export and filter Logs with powerful query syntax

DocsieOAuth via extension

io.docsie.app

Docsie MCP brings your documentation workflow directly into your AI assistant. Create, edit, and publish documentation without switching between tools. Convert videos into structured documentation instantly, run compliance analysis across text, audio, and video content, and use semantic search to find exactly what you need across your knowledge base. Whether you're building product documentation, SOPs, user guides, or technical manuals, Docsie MCP makes documentation faster, smarter, and powered

Hosted GEO/AEO analysis for public webpages. Compares a target page with up to six competitors, identifies citation gaps and information-gain opportunities, prioritises improvements, and generates shareable reports.

Connect your marketing accounts to Claude with one OAuth sign-in. 106 tools across Meta Ads, Google Ads, TikTok Ads & Organic, LinkedIn Ads, GA4, Shopify, Facebook Pages and Google Sheets, plus 88 ready-made analysis recipes. Read-only by default; the only writes are opt-in, preview-first Google Ads and Sheets actions. Flat pricing, no AI credits — 14-day free trial.

Chemical molecular intelligence platform covering compound search, structure analysis, physicochemical property retrieval, and molecular interaction profiling.

Virlo — Short-form video analytics and trend intelligence API. 20 MCP tools and 3 workflow prompts covering keyword search (Orbit), creator analysis (Satellite), niche monitoring (Comet), hashtag analytics, trending videos, and long-term tracking across TikTok, YouTube Shorts, and Instagram Reels. Async operations auto-poll for results. Bearer token auth (virlo_tkn_*). Docs: https://dev.virlo.ai/docs/mcp

Access comprehensive company data including financial records, ownership structures, and contact information. Search for businesses using domains, registration numbers, or LinkedIn profiles to streamline due diligence and lead generation. Retrieve historical financial performance and complex corporate group structures to support informed business analysis.

NDA risk analysis as an MCP tool. Any AI agent can review an NDA, flag risky clauses, and return a structured report — anonymously, for $9, in under a minute.

MCP Server By TestMu AIOAuth

com.lambdatest.mcp

Run, debug, and triage tests from your IDE using natural language, no dashboard switching, no manual data transfers. The TestMu AI (formerly LambdaTest) MCP Server is a single remote server exposing four tool suites: HyperExecute — analyze your project, generate YAML configs and test runner commands, then monitor jobs and sessions. Automation — pull a TestID's details plus command, network, and console logs into one chat for instant root-cause analysis. Includes mobile app upload. SmartUI — explain pixel, layout, DOM, and perceptual changes in a visual regression run, with context-aware React/HTML/CSS fixes. Accessibility — audit any public URL or a local React app against WCAG and get ready-to-apply remediation steps. Connects over https://mcp.lambdatest.com/mcp using OAuth 2.1 — no API keys in your config. One-click install in Cursor; works with Claude, GitHub Copilot, Cline, and any MCP client. Tests execute on the TestMu AI cloud: 3,000+ browsers and 10,000+ real devices.

Hosted MCP server for Google Ads and LinkedIn Ads analysis.

Packagephobia MCP — install-size analysis for npm packages

Flash Props API: player-prop analysis, projections, evidence, and line movement over REST/MCP.

DART — Korea's Data Analysis, Retrieval and Transfer System.

Real-time ASX stock market data for AI agents. Get live prices, calculate franking credits, retrieve AI-powered announcement summaries, query sentiment analysis, and discover trending stocks. Built on Rust with sub-second response times.

On-chain security and intelligence for Base chain trading agents. Token risk analysis, security checks, narrative momentum, and agent trust scores.

Bundlephobia MCP — npm bundle-size analysis