RAG Application
A demo of Retrieval-Augmented Generation (RAG) application with MCP server integration.
Directory
Search MCP Servers
Smriti Mcp
Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph…
Graphiti MCP Server 🧠
# Graphiti MCP Server 🧠 [](https://www.python.org/downloads/release/python-3100/)…
OBSIDIAN-MCP-SERVER
# OBSIDIAN-MCP-SERVER LLM Agent와 연동 가능한 Model Context Protocol (MCP) Stdio 서버입니다. 이 서버는 LLM Agent가 Obsidian 관련 기능을 활용할 수 있도록 Python 기반의 Obsidian 관련 기능들을 제공합니다…
IDA Pro MCP Documentation and Utilities
Ida documentation reader (sort-of) mcp server
VectorCode
A code repository indexing tool to supercharge your LLM experience.
Storm MCP Server with Sionic AI serverless RAG
# Storm MCP Server with Sionic AI serverless RAG ## Korean (한국어) ### Storm MCP(Model Context Protocol) Server Storm MCP(Model Context Protocol) 서버는 LLM 애플리케이션과…
MCP Knowledge Base
A knowledge base and experimental playground for exploring the Model Context Protocol (MCP)—understanding how hosts, servers, LLMs, and tools interact.
Memory Arbiter Mcp
Share one memory store across all your AI coding tools. Memory Arbiter is a lightweight, fully local MCP Server with built-in dual-timeline conflict…
Memory Bank MCP
Memory Bank is an MCP server that helps teams create, manage, and access structured project documentation. It generates and maintains a set of interconnected…
Memory Quality Mcp
A Claude Code MCP plugin that audits and cleans up your AI memory.
Semantic Sift
# 🔍 Semantic-Sift **The Reasoning-First Middleware for High-Fidelity Agentic Workflows.** [
Keycloak Documentation
MCP sever for fetching latest Keyclaok documentation in LLM friendly format
WolframAlpha LLM
Integrates with WolframAlpha's LLM API to enable complex mathematical and scientific queries, offering tools for asking questions and getting simplified…
whatsapp-mcp
Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally…
Cairn
Persistent memory for agents and humans. Semantic, episodic and frictionless via an automated three tier capture.
@reapi/mcp-openapi
Serves multiple OpenAPI specifications to enable LLM-powered IDE integrations.
Yahoo Finance
Integrates with Yahoo Finance to provide real-time stock market data, financial statements, company information, earnings reports, and news for informed…
Concordance
Language models generate; Concordance verifies. The verify tool checks a claim deterministically (no model in the loop) and returns HOLDS / BROKEN / INCOMPLETE…
The Pensieve MCP Server
One simply siphons the excess thoughts from one's mind, pours them into the basin, and examines them at one's leisure. It becomes easier to spot patterns and…
Solon Ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded…
QED
Scores your writing against quality profiles — per-trait breakdown, deterministic, sub-second. No auth required.
Context Keeper
**Context Keeper** 基于LLM驱动的智能上下文记忆管理系统，专为AI Agent提供企业级记忆能力。
Sgraal Memory Governance
Deterministic pre-action verdict gate for agent memory — USE/WARN/ASK/BLOCK before an agent acts on a stored memory. Governs your existing store, doesn't…