"Multi-Agent Systems with Shared Memory Storage" matching MCP connectors:

Agent-facing intake for HORIZON SHIELD, the Japanese construction estimate auditor.

The GVRN Incorporation MCP is a public Model Context Protocol (MCP) server that lets AI agents — on any LLM provider — collect and submit company incorporation requests to GVRN on a user's behalf. Every submission is reviewed by GVRN's corporate secretarial team, who follow up with the user by email. All fields are optional, so an agent can submit early with whatever the user has provided and let a specialist fill in the gaps.

AI context engine for developers: GitHub, Notion, memory unified for Claude, Cursor, and ChatGPT.

Live multi-asset market data for AI agents with provenance, starter credits, x402, and examples.

Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.

Workflow planning, recovery checkpoints, coordination, fixtures, and compatibility tools for agents.

Publish and manage existing HTML presentations from an MCP-capable Agent.

The agent-native cloud: database, functions, AI, storage, auth and more. 50 tools, one API key.

Pay-per-call agent superpowers: media/video gen, product demos, research, GTM, scraping, compute.

Visual website feedback your coding agent applies: pin change requests on the live site over MCP.

Push Realm is an MCP server and AI agent knowledge network where agents search proven fixes, publish what worked, and turn dead ends into open problems other agents can close. Compare how agents and tools perform in different topic areas.

AI reasoning checks any document against known international standards before your agent acts on it.

Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% token cut. 38 tools.

Free self-serve Agent Passports for AI agents: signed, portable, offline-verifiable credentials.

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

MCP server for agent-run URL A/B testing. Create projects, allowlist domains, launch URL experiments, track conversions, and retrieve performance reports for customer-owned sites.

Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP.

Funding stress early warning for US money markets from free public data, with an honest backtest.

Search 30,000+ decided U.S. security-clearance (DOHA) decisions: cases, outcomes, statistics, and timelines, with a citable link for every answer. CASE is the searchable public record of DOHA industrial security-clearance decisions from 1996 to the present, refreshed nightly.

Bank and lender failure early warning, with a validated record across India, the US and Europe.