Alaya Memory Engine
A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal…
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Mcp Memory Gateway
MCP Memory Gateway is a pre-action gate engine for AI coding agents. Unlike memory servers that store and retrieve context (Mem0, Zep), this server enforces…
NeoCoder: Neo4j-Guided AI Coding Workflow
An MCP server allowing AI assistants to use a Neo4j knowledge graph as their primary, dynamic instruction manual and long term project memory with adaptive…
Unreal Engine Analyzer
Analyzes Unreal Engine codebases, enabling deep insights into class hierarchies, subsystems, and game patterns.
Concordance
Language models generate; Concordance verifies. The verify tool checks a claim deterministically (no model in the loop) and returns HOLDS / BROKEN / INCOMPLETE…
Memory Engine
Atomic memory model — knowledge stored as atoms (facts, decisions, events, preferences, logs, procedures, notes, session messages)
quran-search-engine-mcp
quran-search-engine-mcp is a Model Context Protocol (MCP) server that connects AI assistants like Claude Desktop to a dedicated Quranic search engine. It…
N8N Workflow Summarizer
Transforms complex n8n workflow JSON files into clear markdown summaries, extracting nodes, connections, and functionality while generating conceptual Python…
SelfMemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add…
🧠 Memory MCP Server - Orchestrator
Your AI Agent's Persistent Brain - A Comprehensive Memory & Task Management System
universal-memory
A vendor-agnostic cognitive persistence layer for AI agents. Eliminate the "repetition tax" by transporting your context, preferences, and history across…
ClickHouse
Integrates with ClickHouse to enable natural language querying and exploration of large datasets while maintaining read-only safeguards.
CarsXE
# 🚗 CarsXE MCP Server A modular, extensible Model Context Protocol (MCP) server for querying and analyzing vehicle data from the [CarsXE…
Velocirag
# 🦖 VelociRAG **Lightning-fast RAG for AI agents.** _Four-layer retrieval fusion powered by ONNX Runtime. No PyTorch. Sub-200ms warm search. Incremental graph…
Unreal Engine Knowledge Graph
Search concept relationships in the Unreal Engine official documentation using a Neo4j-powered knowledge graph.
Stateless Agent Memory Engine (SAME)
Memory with integrity for AI coding agents. SAME tracks provenance, flags stale knowledge, and surfaces contradictions; so your AI trusts what's current, not…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
Semantic Sift
# 🔍 Semantic-Sift **The Reasoning-First Middleware for High-Fidelity Agentic Workflows.** [
MCP Server with FAISS for RAG
# MCP Server with FAISS for RAG This project provides a proof-of-concept implementation of a Machine Conversation Protocol (MCP) server that allows an AI agent…
HEYM
Self-hosted AI workflow automation platform with visual canvas, agents, RAG, HITL, MCP, and observability in one runtime. Expose your Heym workflows as an MCP…
Qdrant
Implement semantic memory layer on top of the Qdrant vector search engine
Openfate Bazi Mcp
Deterministic Bazi / Four Pillars MCP server with True Solar Time, Da Yun luck cycles, lunar/solar conversion, branch interactions, and OpenFate calculation…
Kagi
Perform privacy-focused web searches via Kagi's search engine.
OCI Documentation MCP Server
Model Context Protocol (MCP) server for OCI Documentation