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

Free platform to test MCP clients without installing anything. Create mock tools with dynamic templates, configurable delays, conditions (if/then), and response sequences. Supports JSON-RPC 2.0 over Streamable HTTP. Built-in text_echo and json_echo tools. Rate-limited tiers: anonymous (5 calls/min, 1 mock tool), registered (10 calls/min, 4 mock tools), premium (60 calls/min, unlimited). Zero setup — no install, no registration required. More info: https://www.testmcp.dev

Connect your espresso routine to your AI assistant. This MCP server allows LLMs to act as a personal coffee coach by accessing your shot logs, grinder settings, and active bean inventory. Use it to automatically calculate extraction adjustments, track remaining coffee supply, and lock in winning recipes directly from your chat session.

AI infrastructure design agent. Describe your app in plain English; Riley designs, prices, and deploys AWS or GCP infrastructure with generated Terraform.

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.

The PropelAuth Integration MCP Server helps you and your favorite AI agent integrate PropelAuth as quickly and easily as possible into your project. Whether you're integrating PropelAuth into your Next.js project or your FastAPI backend, the Integration MCP Server will ensure your AI agent has the best context possible for a successful integration.

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

Upload, edit, compress, protect, redact, and compare PDFs with KDAN PDF in Claude and ChatGPT.

Point-in-time, survivorship-free SEC EDGAR fundamentals + smart-money signals for AI agents.

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

Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.

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

Event search at Biletyna.pl - Poland's top-rated ticket distributor, widest offer in all cities.

Hireable AI-visibility service: get a business named in AI answers. Free audit + x402 hire.

Search domain availability and pricing, straight from chat — then open a link to register.

Look up US healthcare providers in the NPPES NPI registry and resolve NUCC specialty codes.

7 utility tools in here: exchange rate, UUID, hash, Base64, timestamp, calculator, unit conversion.

Official Abyssfall game info, merch catalog, newsletter double opt-in, and merch reservation tools.

TitanStore provides AI agents with programmatic access to compute credits, API keys, cloud storage, and GPU capacity. Search products, manage cart, and complete purchases in a single agentic workflow. No authentication required.

AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 tools, compliant.

Create a bill from a chat/photo and share it with anyone