#knowledge

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

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 .

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

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

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

MCP Memory Server with Neo4j backend for AI knowledge graph storage

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 (

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

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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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.

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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.

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.

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

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

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

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

An MCP server providing tools to manage and query a Vectra knowledge base, enabling integration with MCP clients via a backend API.

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Qiita MCP Server

This MCP server conveniently lets you configure and interact across all your custom webhook endpoints from a config(knowledgebase json). You can manage new endpoint knowledge doc sources URLs.

Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certify agents, register identities, and query a Neo4j-backed knowledge graph.

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Bocha Search MCP Server.

Penfield gives AI agents long-term memory that compounds over time. Instead of starting every session from zero, your agent remembers conversations, learns preferences, connects ideas, and picks up exactly where it left off. Core capabilities: - 16 tools covering memory CRUD, knowledge graph, context management, artifacts, and reflection - Hybrid search with tunable weights — BM25 (keyword), vector (semantic), and graph traversal - Knowledge graph with 24 relationship types across 8 categories (evolution, evidence, hierarchy, causation, implementation, conversation, sequence, dependencies) - Context checkpoints for session handoff between agents or channels - Artifact storage for files, diagrams, and reference docs - 11 memory types intelligent filtering - Personality system with configurable personas via the portal Also available as a Claude Connector, Claude Code integration, native OpenClaw plugin (4-5x faster), and direct API.

The semantic layer for software engineering: Connect code to meaning, build on understanding

An MCP server providing tools to manage and query a Vectra knowledge base, enabling integration with MCP clients via a backend API.

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 that provides tools for metadata retrieval from SharePoint and entity retrieval from a Neo4j knowledge graph using semantic similarity search.

MCP server tailored to connecting web crawler data and archives