"Introduction to Selenium for Browsing Automation" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
An MCP server for Perigee, the open-source 3D viewer of the artificial objects orbiting the Earth, the Moon and Mars and of the spacecraft crossing the solar system. It lets an AI assistant (a teaching assistant, for example) answer questions such as “how far is Mars from the Earth on 1 December 2026?”, “where is the ISS now?” or “what is Lucy's mission?”, and hand the student a live 3D view, with how each number was obtained, from which data, how fresh and how accurate.
Chartbrew connects databases and APIs to dashboards and reports. Its official MCP server lets AI assistants find dashboards and datasets, read chart results, explore supported data sources, and create datasets and chart previews. Connect directly to the hosted server with OAuth or a Chartbrew API key. Access follows your Chartbrew team, role, and approved permissions. Review chart previews in Chartbrew before adding them to a dashboard. No local installation is required.
TinyTo shortens links and shows what happens after the click: country, device, weekday/hour heatmap. It also generates QR codes for free, with an optional logo, downloaded as PNG or SVG — no account, nothing uploaded. Dynamic QR codes point at an editable short link, so a printed code can be repointed without reprinting.
Cookieless web analytics for your sites: visitors, pages, sources, goals and speed.
Read-only access to your own crypto portfolio across 11+ exchanges and 20+ chains: holdings, full history, FIFO cost basis and P&L, fees and income. Ask Claude or ChatGPT about your portfolio; the connector can never trade, move funds or act as a login.
Scientific plotting for bioinformatics with about 160 free modules. Anonymous access supported.
An MCP server for Perigee, the open-source 3D viewer of the artificial objects orbiting the Earth, the Moon and Mars and of the spacecraft crossing the solar system. It lets an AI assistant (a teaching assistant, for example) answer questions such as “how far is Mars from the Earth on 1 December 2026?”, “where is the ISS now?” or “what is Lucy's mission?”, and hand the student a live 3D view, with how each number was obtained, from which data, how fresh and how accurate.
Live, editable canvas for AI agents — author graphs via MCP, then watch and reroute runs live.
Validate Mermaid syntax and get error details your coding agent can use to correct a diagram. Check the source again before adding it to your documentation. Validation works without saving a diagram. Render SVG, PNG, or PDF, save diagrams privately, and publish selected snapshots. Your existing agent writes and corrects the source; MermaidDesk checks and renders it. Validation checks syntax, not whether a diagram accurately describes a system. Connect through MCP with Streamable HTTP and a scoped bearer API key. Enable MERMAID_RENDER for validation and rendering. A REST API is also available. MCP setup: https://www.mermaiddesk.com/developers/mcp REST API guide: https://www.mermaiddesk.com/developers/api
Verifiable market-timing data for trading bots: Gann lines, events, analogues. Pay per call in MCP.
Human-agent interface for projects: you prioritize and decide, your AI agents execute. Over MCP.
A candlestick chart for a public ticker, with volume, the indicators you name and a plain read.
Location tools for Claude and other MCP clients, strongest in the US and Great Britain. Geocode whole lists with a confidence score per row, filter by distance, get road distances and drive-time areas, and plan multi-driver routes with Google Maps links. Check flood zones, crime and live warnings, find nearby places and UK registers (NHS, CQC, food hygiene), and keep shareable maps. Reads and writes Google Sheets. Free: sign in with Google.
Hosted dashboards and scheduled data jobs for AI agents, with thresholds, alerts and share links.
Performance, risk, comparisons, backtests and screening for US stocks and ETFs, with charts.
Create and manage online surveys and analyze responses from Claude, ChatGPT, Cursor and other MCP clients. Connect your QUESTIONSTAR account via OAuth. Supports survey design, response collection, statistical analysis and reporting. Hosted in Germany. Free plan: all survey features, one active survey, up to 50 responses per survey. Interface: English, German and Russian; surveys in any language. Docs: https://questionstar.com/help/integrations/mcp-ai/
Web analytics for AI agents: realtime visitors, revenue, funnels and AI-detected site issues
Query your databases and build dashboards, Streamlit apps and reports your team logs in to.
Turn your data into map images of countries, states, counties and ZIP codes with Ultimaps MCP server. Each map comes with a link to Ultimaps Studio, where you can keep editing it, export it, or publish an interactive version. No account needed: 30 maps per hour, PNG up to 1600px, with Ultimaps attribution.
MappaIQ is the first open marketplace for commercial real estate listings with an MCP connector, letting brokers and buyers search live CRE listings from Claude or ChatGPT. Brokers drop in a spreadsheet and get a live, shareable map with parcel data — free to start at mappaiq.com.
Send a table, get chart code that fits it using ontology + AI: interactive D3 you own (or Plotly and matplotlib for Python). It measures your data's shape first and rules out chart types the data can't honestly support. Sign in with OAuth using a RegiaBI account (a free trial is enough). Your rows are profiled in memory and never stored. Expect high quality results compared to the alternative of agent wrangling.
Web analytics that names the fix: funnels, replays, errors, page speed and SEO for your site.
clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine pulls the data from Stripe, HubSpot, Google Analytics, ad platforms, Jira, and 30+ other sources via the open Model Context Protocol. Dashboards generate themselves on source connect.
Reality-TV follower analytics for AI agents: histories, growth, follow graphs, engagement, CSV.
Free 2D nesting: sheets needed, scrap and part layout for rectangular parts on sheets.
Generates and validates configs for ApexCharts charts, grid, gantt, tree, sankey, stock and maps.
Turns flow data (from, to and amount) into a Sankey diagram you can download and print.
Solves and draws a decision tree for business choices from your own numbers.
Receipt ingestion, Gmail capture, expense analysis, and reviewed reports for AI-agent workflows.
GitHub stats, Wrapped, profile comparisons and README stats cards for any GitHub username.
On-demand access to amCharts 5 docs, code examples, and API reference
Options probability of profit, P/L graphs, option chains and a trade finder for US stocks.
Make a web map of places, routes and areas, and get a link to share it.
Compound interest and Monte Carlo simulators for investing, retirement and past asset returns.
MD workbench for agents: 13 analysis tools, renders, hosted GPU runs; LAMMPS + OpenMM.
Analyse App Store and Google Play reviews in Claude: counts, trends and real quotes for any app.
Grind settings for 200+ home coffee grinders, conversion between them, and help choosing one.
Web search API benchmark for AI agents: You.com, Tavily, Exa, Parallel. Results and charts.
Compose multi-panel scientific figures for 16 journals - aligned axes, print-ready exports.
