"Understanding Context Memory in Chat Systems" matching MCP connectors:

First German florist with a public MCP server. Search bouquets and order flowers via AI in Munich.

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.

Ask Factorial ATS the recruiting-ops questions dashboards miss by connecting applications, phases, candidates, sources, feedback, evaluation forms, job postings, messages, questions, answers, and rejection reasons. Find applications aging in phase, feedback debt by role and posting, source-quality gaps, rejected-candidate hygiene, incomplete application data, hiring-stage bottlenecks, and owner queues. No dashboard build. No SQL.

Universal pay-per-call tool API for AI agents. Web search, price feeds, hive memory, LLM routing, code sandbox. Free tier (10 calls/day, no signup). x402 payments on Base + Solana.

Look up how any brand surfaces in ChatGPT and Google AI Overviews. Brands, prompts, sources, niches & more.

Search remote jobs, post job listings, find remote candidates, check salary benchmarks, and manage your career, all through AI conversation. The Himalayas MCP server connects your AI assistant to the Himalayas remote jobs marketplace in real time.

Free walking tours & activities in 1,000+ cities — live availability, ratings & booking links.

Greetwell curates authentic local experiences and provides personal concierge support in over 500 destinations, helping you explore confidently wherever you go. The Greetwell MCP server lets you search for activities by location, date, and interest, then drill into details like duration, meeting point, cancellation policy, and real-time availability. It can also recommend complementary experiences to help you build an itinerary of things to do.

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

Agent-native registry: 168k+ real restaurants in LA, Hong Kong & Tokyo. Unranked, honest signals.

Resale prices (INR) for 600+ used products in India, plus live Bids44 marketplace search.

Get matched with a top-rated, review-verified real estate agent in the US or Canada.

Search structured COMPAMIR news in Japanese and English, with links to source reports.

Gateway between LLM agents and world data through eight tools and a bundled endpoint catalog.

Search remote Model Context Protocol servers and tools discovered by BuiltWith, without an API key.

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).

Mitosis agent-memory platform: pricing, docs search, platform status, agent skills. No auth.

Persistent project context for xAI Grok. IANA-registered .faf format.

Search and discover credentialed operational systems on the GallanDigital marketplace.

Semantic search over Polish law and case law, citing the exact in-force article.