"Understanding Document Embeddings, Knowledge Graphs, and Vector Representations" matching MCP connectors:

LinkIntel

com.getlinkintel

Evidence for your AI's next X post: your post metrics, X ranking weights and chosen references.

Manage 24/7 live streams, media, playback queues, schedules, and multistreaming from AI assistants.

Shenzhen sourcing for hard-to-find, obsolete and EOL electronic components.

Manage SocialBu posts, accounts, queues, analytics, automations, media, and listening.

Search language schools abroad, compare courses, dates and prices, and request bookings.

Market forecasts with their own track record, inside Claude, ChatGPT and other MCP apps.

Get free and cheap LLM API tokens through one MCP — pay-per-event ($0.005/call), zero upfront cost. Routes to Kimi K2.6, Qwen, DeepSeek, Cloudflare Workers AI.

Bring AI ethics guidelines and checks into your agent workflows via MCP. Based on the David-S-Pan AI ethics framework — bias, safety, and accountability guardrails.

Real-time stock quotes, fundamentals, and screening across A-shares, HK, US, and Taiwan markets through one MCP. Zero-cost data (Tencent for A/HK/US, Yahoo Finance for Taiwan).

Free email verification, business calculators, UAE estimates and drafts. No API key.

The image pipeline for agents: presets, assets and jobs. Answers with asset ids and stable URLs.

Read, create and edit noddle diagram boards, browse versions and comment as an AI collaborator.

Uganda URSB company search by name and BRN, with director, secretary and shareholder lookup.

Search open jobs in Switzerland and Liechtenstein by keywords and filters, and read job details with requirements, workload, salary information and a link to the original advert. Public, read-only MCP server; no account or API key required.

Swiss trains, trams, buses and boats: journeys door to door, departures, day trips, travel-time maps

Why short videos go viral, and a script for yours

Singapore ACRA (Bizfile) company search by name, UEN, SSIC industry code, entity type and status.

Analyse ads and manage creatives across Meta, Google Ads, AppLovin, Unity, Mintegral and TikTok.

Print shop in Spain: products, exact prices, quote requests and order status for AI assistants

UAE trade-licence company search by English/Arabic name, emirate, legal type and registration date.