External Memory MCP Server
An MCP server that gives LLMs persistent, searchable semantic memory
3,839 servers in this category
An MCP server that gives LLMs persistent, searchable semantic memory
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks
MCP server for Flux AI image generation
🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts. FREE TurboQuant.
Middleware-powered eval framework for real-tool agents. Scrub source evidence from MCP tool results before the agent sees it.
Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer tokens on PDFs.
MCP server for CPFHub.io. Query Brazilian CPF data directly from AI agents.
Trustless XRPL escrow oracle for AI agents. Create jobs, verify work, release XRP/RLUSD payments.
Universal MCP Server with advanced AI memory capabilities and semantic search.
A Model Control Protocol (MCP) server that allows Claude to communicate with locally running LLM models via LM Studio.
Dynamically load Claude Code skills into AI agents without copying files.
MCP server for searching and retrieving Claude Agent Skills using vector search
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
MCP server that turns GigaChat into a web-connected search assistant with ask, research, and reason tools.
A Model Context Protocol (MCP) server that integrates with Jina AI Search Foundation APIs.
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.
Claude DJ MCP
Pipeline task management for AI agents - stages, dependencies, artifacts, claiming
✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.
Agent intercommunication - messaging, channels, shared state, and real-time events