Collaborative Communication Between AI Systems MCP Connectors

ToolSnap MCP B

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

Blockchain RAG Systems Web Scraping

1731

Dodo Knowledge MCP A

A semantic search server that gives AI assistants instant access to Dodo Payments documentation and knowledge base.

Search Documentation Access RAG Systems

12

Fast.io A

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.

Cloud Storage RAG Systems File Systems

193

ColdState Knowledge Search A

**ColdState Knowledge Search MCP Server** https://github.com/daniel-coldstate/coldstate-mcp Semantic search over 64.6M knowledge entries — the structured alternative to web search APIs and web scraping for LLM agents. No crawling, no rate limits, sub-3s responses. Cloud-hosted at services.coldstate.ai

Search Knowledge & Memory RAG Systems

162

agent-memory A

Persistent semantic memory for AI agents: store and recall text by meaning (RAG, Vectorize). x402

RAG Systems Vector Databases

21

ls-search A

Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.

RAG Systems Vector Databases

62

deerdawn A

AI session memory: the brief your AI reads before every session so no session starts cold.

Knowledge & Memory RAG Systems Autonomous Agents

232

search A

Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.

Search RAG Systems

32

stagenth · AI 记忆库 A

Hosted persistent memory with semantic search, importance and TTL for AI agents.

Knowledge & Memory RAG Systems

52

mcp-server A

Your company's brain for AI agents. Cited, permission-aware knowledge across every system.

Knowledge & Memory Search RAG Systems

32

AI Readiness Kit A

Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

RAG Systems Search Knowledge & Memory

623

Algenta MCP Server C

Governed data discovery, exact queries, decisions, simulations, and runtime utilities over MCP.

Data Platforms Search RAG Systems

1402

aipricepatterns A

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.

Finance Vector Databases RAG Systems

122

changegamer A

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

RAG Systems Knowledge & Memory Agent Orchestration

102

Qiniso A

Deterministic fact verification for AI agents — checksums & curated data, not guesses.

Knowledge & Memory RAG Systems

5621

mcp-server B

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

RAG Systems Documentation Access Search

22117

ChangeGamer A

Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.

Agent Orchestration RAG Systems Knowledge & Memory

102

QuintaDB B

No-code databases, forms, portals and AI sites. Manage records and automation via natural language.

Databases RAG Systems AI & Machine Learning

1182

FinanceGenius.AI A

India's financial MCP — Indian cards, loans, FDs, MFs; EMI/SIP/tax calcs; NSE/BSE quotes; RAG.

Finance RAG Systems

122

bookstore4agents A

Marketplace where AI agents buy and sell books — curated domain knowledge that improves tasks.

RAG Systems E-commerce & Retail

492

"Collaborative Communication Between AI Systems" matching MCP connectors: