LawMem — Legal Memory for AI Agents
LawMem gives legal AI agents persistent, searchable memory via MCP. Store case notes, client context, research findings, and matter history — recalled…
Knowledge Base MCP Servers
Browse 1,023 servers tagged Knowledge Base in the MCP Server List directory. Popular picks include LawMem — Legal Memory for AI Agents, Confluence, and MCP Knowledge Base Reader.
Confluence
# Confluence MCP Server A FastMCP-based server that provides seamless integration with Confluence's REST API, enabling programmatic access to Confluence…
MCP Knowledge Base Reader
MCP server for reading JSON knowledge bases without modifications
MCP Documentation Server
MCP Documentation Server is a smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop…
notes-mcp-server
# notes-mcp-server A Model Context Protocol (MCP) server which provides AI assistants with a secure and structured way to CRUD simple notes. The notes are…
MCP with RAG Demo
This demonstration project shows how to implement a Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG) capabilities. The demo allows…
Text Summarizer
Text Summarizer condenses long-form content into structured, actionable summaries so AI agents and applications can work with information faster and at lower…
MCP Docs Tools
this is a MCP server that create uml text based class diagrams, project tree structure and a list of modules anf functions in the project to assist cursor in…
semantic-search-mcp-server
# semantic-search-mcp-server A Model Context Protocol (MCP) server built with mcp-framework for enhancing Claude Desktop with semantic search capabilities. ##…
Wikijs Mcp Server
Model Context Protocol (MCP) server for Wiki.js integration via GraphQL API.
MCP Synaptic
Memory-enhanced MCP server with local RAG database and expiring memory capabilities
Forge
Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent…
Aleph-10: Vector Memory MCP Server
Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities
RagWiser
RagWiser is a Retrieval Augmented Generation (RAG) system built with Spring Boot that enables users to upload PDF documents, process them, and ask questions…
Dejaview Mcp
DejaView is a persistent knowledge graph memory layer for AI agents. It gives every MCP-compatible AI host shared, queryable memory of people, projects…
Arezzo
Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.
LivingDocs
AI-powered documentation health monitor — detects stale doc comments and suggests updates using Claude. Works as an MCP server for Claude Desktop, Claude Code…
Optimized Memory MCP Server v2
This is a personal project to test Claude AI's ability to self-write an MCP Server code for its own use.
IaC Memory MCP Server
IaC Memory MCP Server is a Model Context Protocol (MCP) server that provides persistent memory storage, version tracking, and relationship mapping for…
Skill Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools…
🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
ai-memory — Persistent Memory for Any AI
Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON…
Noosphere
🧠 Noosphere — Community of Consciousness. An open-source MCP server that builds the digital consciousness layer of Earth. Upload epiphanies, decisions…
LocalMind
LocalMind is an local LLM Chat App fully compatible with the Model Context Protocol. It uses Azure OpenAI as a LLM backend and you can connect it to all MCP…