"Multi-Agent Systems with Shared Memory Storage" matching MCP connectors:
Matching Connector Tools:
Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% token cut. 38 tools.
AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.
Persistent semantic memory for AI agents: store and recall text by meaning (RAG, Vectorize). x402
AI session memory: the brief your AI reads before every session so no session starts cold.
Extract PDFs to Markdown, RAG chunks and cited tables; publish tracked Doc Links with read stats.
Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
Hosted persistent memory with semantic search, importance and TTL for AI agents.
Historical market memory for AI agents using semantic vector search across years of financial market data. Discover similar market regimes, price patterns, and market context for quantitative research and algorithmic trading.
Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.
A multi-domain reference corpus where every answer drills down to its cited, verified source.
Multilingual YouTube → Knowledge Pack engine. Paste a video URL and get a structured pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Anonymous endpoint plus OAuth-gated tools for library search, RAG Q&A on a single pack, and Anki export.
Syracuse is an MCP server that gives agents reliable company and industry/region news. Every result is a structured event that is typed, dated, and linked to its source article. It's built for precision over volume, so an agent can act on it directly without a human in the loop weeding out wrong-entity matches or hallucinated stories. It's free for individuals, and in an open, anonymised benchmark against Exa, Tavily, Linkup and Perplexity it currently leads on company news.
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes across 31 pillars AI Governance, Banking & Global Finance, Cybersecurity, Medical & Healthcare, Legal & IP Sovereignty, ESG and more. Zero hallucination: every node traces to primary legal sources with avg 7 citations.
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.
Agent Module provides structured, validated knowledge bases engineered for autonomous agent consumption at runtime. Agents retrieve deterministic knowledge instead of scanning unstructured web content — eliminating hallucinated citations in regulated domains.
shared AI-context layer for teams — persistent memory your agents search and update over MCP