#Edge

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

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Comprehensive knowledge base for Git MCP Server implementation, configuration, and troubleshooting

An MCP server for interacting with various research & notetaking applications.

Knowledge graph-based persistent memory system

MCP Server for PrimeKG dataset

MCP Server implementation of the DnD 5e API using resources, tools, and prompts.

MCP server for enabling memory for Claude through a knowledge graph

MCP Memory Server with Neo4j backend for AI knowledge graph storage

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MCP Deep Research Server using Gemini creating a Research AI Agent

This server provides Model Context Protocol (MCP) services for OpenWebUI, enabling knowledge base integration and retrieval.

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Typescript implementation of MCP server for Valyu Network API (

A Model Context Protocol (MCP) server implementation for the OpenLedger API. This server provides structured context to AI models according to the MCP specification.

Fledge Model Context Protocol (MCP) Server for Cursor AI integration

Standalone MCP server for enabling memory for Claude through a knowledge graph

AI knowledge graph for architecture, portfolio, and digital strategy management. 25 MCP tools to manage brains, neurons, relationships, neuron types, and access control. OAuth 2.0 authenticated, remote hosted.

Stop AI hallucinations with certified, source-backed facts. Swiss Truth MCP gives your AI agent access to a curated knowledge base covering Swiss law, health, finance, climate, AI/ML, and more. 8 tools, no API key needed, public and free.

A template repository that includes a dev container for running a local LLM and included knowledge base. Add a git repo using `git subtree` or `git submodule` and update it using an MCP Client/Server relationship i.e. `VS Code` extension like `Cline` and the `Filesystem`/`Obsidian-MCP` MCP server.

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MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

A Model Context Protocol (MCP) server that extracts content from multiple video platforms (Douyin, Bilibili, Xiaohongshu, Zhihu) and generates intelligent knowledge graphs with OCR support.

AingDesk是一款简单好用的AI助手，支持知识库、模型API、分享、联网搜索、智能体，它还在飞快成长中。 AingDesk is a simple and easy-to-use AI assistant that supports knowledge bases, model APIs, sharing, internet search, and intelligent agents. It is still growing rapidly.

A Model Context Protocol server that enables web search capabilities for MCP clients like Claude Desktop

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Lspace is an open source mcp server and standalone application that eliminates context-switching friction by letting you capture insights from any AI session and instantly make them available across all your tools - turning scattered conversations into persistent, searchable knowledge.

One memory you own. Works with every AI tool you use. Woxpas is the memory layer you own. Use it on its own or connect it across every AI tool you work with. Your AI tools don't talk to each other, and they each decide what to remember about you without asking. Woxpas fixes both — one vault you control, accessible by every agent you work with.

CRIC物业AI 是克而瑞专为物业行业打造的智能 AI 助理。

Model Context Protocol (MCP) server designed for LLMs to interact with Obsidian vaults. Provides secure, token-aware tools for seamless knowledge base management through a standardized interface.

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Persistent memory MCP for AI agents — Knowledge graph + Hebbian learning + Anti-hallucination. 12 tools, 1 dependency, zero manual setup.

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.

MCP server enabling AI agents to perform natural knowledge discovery and analysis across Obsidian vault

MCP Server that integrates a knowledge graph and a vector database based on SQLite

A MCP server provide knowlarge about ancient Chinese

Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that survives across sessions. Features semantic search, Git integration (auto-sync commits/PRs), task tracking, memory snapshots, and team collaboration.

MCP Server which provides a real time knowledge base for CVEs

An intro to MCP: an MCP server with a knowledge base tool containerized with Docker and connected to a client-side python application using SSE

XRP Ledger MCP Server

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

An intelligent MCP server that serves as a guardian of development knowledge, providing Cline assistants with curated access to latest documentation and best practices across the software development landscape