mcp-chat-analysis-server

basic-memory

4.5

by basicmachines-co

Basic Memory is a tool that allows users to build a persistent knowledge base through natural conversations with LLMs, storing information in Markdown files.

mcpdoc

4.5

by langchain-ai

MCP LLMS-TXT Documentation Server provides a structured way to manage and retrieve LLM documentation using the Model Context Protocol.

Knowledge Graph Memory Server

4.3

by modelcontextprotocol

A basic implementation of persistent memory using a local knowledge graph, allowing Claude to remember information about the user across chats.

mcp-knowledge-graph

4.3

by shaneholloman

Knowledge Graph Memory Server for AI models using Model Context Protocol.

mindmap-mcp-server

4.2

by YuChenSSR

A Model Context Protocol (MCP) server for converting Markdown content to interactive mindmaps.

mcp-obsidian

3.8

by MarkusPfundstein

MCP server to interact with Obsidian via the Local REST API community plugin.

mcp-server-qdrant

3.8

by qdrant

The mcp-server-qdrant is a Model Context Protocol server designed to integrate with the Qdrant vector search engine, providing a semantic memory layer for storing and retrieving information.

supabase-mcp-server

3.7

by alexander-zuev

Query MCP is an open-source MCP server that lets your IDE safely run SQL, manage schema changes, call the Supabase Management API, and use Auth Admin SDK — all with built-in safety controls.

KuzuMem-MCP

3.7

by Jakedismo

KuzuMem-MCP is a TypeScript implementation of a distributed memory bank as an MCP tool, utilizing KùzuDB for graph-based memory storage.

mcp_godot_rag

3.7

by weekitmo

This MCP server is used to provide Godot documentation to the Godot RAG model.

mcp-mem0

3.7

by coleam00

A template implementation of the Model Context Protocol (MCP) server integrated with Mem0 for providing AI agents with persistent memory capabilities.

atlas-mcp-server

3.6

by cyanheads

ATLAS (Adaptive Task & Logic Automation System) is a project, knowledge, and task management system for LLM Agents, implemented as a Model Context Protocol (MCP) server.

MemoryMesh

3.6

by CheMiguel23

MemoryMesh is a knowledge graph server designed for AI models, focusing on text-based RPGs and interactive storytelling.

zotero-mcp

3.6

by 54yyyu

Zotero MCP connects your Zotero research library with AI assistants like Claude, enabling seamless interaction with your research materials.

memento-mcp

3.6

by gannonh

Memento MCP is a scalable, high-performance knowledge graph memory system designed for LLMs, offering semantic retrieval, contextual recall, and temporal awareness.

search1api-mcp

3.6

by fatwang2

A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API.

memory-bank-MCP

3.6

by tuncer-byte

Memory Bank MCP is a server that facilitates structured project documentation management using the Model Context Protocol.

obsidian-mcp-server

3.6

by cyanheads

A Model Context Protocol server designed for LLMs to interact with Obsidian vaults, built with TypeScript.

roam-research-mcp

3.6

by 2b3pro

A Model Context Protocol (MCP) server that provides comprehensive access to Roam Research's API functionality.

anki-mcp-server

3.5

by nailuoGG

A Model Context Protocol (MCP) server that enables LLMs to interact with Anki flashcard software through AnkiConnect.

amazon-fresh-server

3.5

by Alec2435

A TypeScript-based MCP server implementing a simple notes system.

wikipedia-mcp

3.5

by Rudra-ravi

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to Large Language Models (LLMs).

erickwendel-contributions-mcp

3.5

by ErickWendel

A Model Context Protocol (MCP) server that provides tools to query Erick Wendel's contributions across different platforms.

mcp-codex-keeper

3.5

by aindreyway

An intelligent MCP server that serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.

ultimate_mcp_server

3.5

by Dicklesworthstone

Ultimate MCP Server is a comprehensive AI agent operating system that provides advanced capabilities for cognitive augmentation, tool use, and intelligent orchestration.

all-in-one-model-context-protocol

3.5

by nguyenvanduocit

A powerful Model Context Protocol (MCP) server implementation with integrations for GitLab, Jira, Confluence, YouTube, and more.

sanity-mcp-server

3.5

by sanity-io

Sanity MCP Server connects Sanity projects with AI tools, enabling AI models to understand content structure and perform operations through natural language instructions.