AI & Agents MCP servers

Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

MCP server for ChipsAI — manage chatbots, conversations, and AI models

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

Persistent memory for Claude via weighted, interconnected knowledge nodes.

Persistent memory for AI agents with rollback, audit trails, and semantic search.

Persistent memory and session intelligence for AI coding assistants. Zero config.

The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.

Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.

Biologically-inspired persistent memory engine for Claude Code MCP agents

AI agent relay — message business agents across company boundaries via A2A protocol

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

Adaptive memory for AI agents — FAISS search, chat extraction, cross-project linking

Check and improve the contract quality of any MCP server — for humans, agents, and platforms.

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

Model-tiered content pipeline — cheap models seed, expensive models verify

Trust scoring for AI agents. Check scores, fidelity, and flags for x402 services.

Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.

Agentic pipeline orchestration MCP server for AI-driven development workflows.

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

Credential vault for AI agents — encrypted storage, lease-based access, CRP support.

MCP bridge for inter-session communication between Claude Code instances

Persistent memory for AI agents and humans. Store, search, and discover patterns.

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.

Search thousands of MCP connectors from the AgentHotspot marketplace via your AI agent.

Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.

MCP relay server for Claude Desktop <-> Claude Code communication

An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents