davidwynter/qdrant_mcpserver

basic-memory

4.6

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.

memory-bank-mcp

4.5

by alioshr

Memory Bank MCP Server is a centralized service for managing memory bank files remotely, supporting multiple projects and ensuring secure access.

graphlit-mcp-server

4.5

by graphlit

The Model Context Protocol (MCP) Server for the Graphlit Platform facilitates integration between MCP clients and the Graphlit service, enabling seamless ingestion, search, and retrieval of knowledge across various platforms.

paelladoc

4.4

by jlcases

PAELLADOC is an AI-First Development framework implementing the Model Context Protocol (MCP) to enhance LLM interactions with external tools and context.

tavily-mcp

4.3

by tavily-ai

The Tavily MCP server is a Model Context Protocol server that integrates with AI systems to provide real-time web search and data extraction capabilities.

mcp-knowledge-graph

4.3

by shaneholloman

Knowledge Graph Memory Server for AI models using 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-sequential-thinking

4.2

by arben-adm

A Model Context Protocol (MCP) server that facilitates structured, progressive thinking through defined stages.

mcp-mem0

4.1

by coleam00

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

library-mcp

4.1

by lethain

library-mcp is an MCP server designed for interacting with Markdown knowledge bases, allowing users to retrieve and discuss content based on tags or date ranges.

zettelkasten-mcp

4.1

by entanglr

A Model Context Protocol (MCP) server implementing the Zettelkasten knowledge management methodology.

mcp-package-docs

4.0

by sammcj

An MCP server providing LLMs with efficient access to package documentation across multiple programming languages and LSP capabilities.

mcp-memory-libsql

4.0

by spences10

A high-performance, persistent memory system for the Model Context Protocol (MCP) powered by libSQL, providing vector search capabilities and efficient knowledge storage.

supabase-mcp-server

4.0

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.

rijksmuseum-mcp

3.9

by r-huijts

A Model Context Protocol (MCP) server that provides access to the Rijksmuseum's collection through natural language interactions.

amazon-fresh-server

3.8

by Alec2435

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

docs-mcp-server

3.7

by arabold

Docs MCP Server is a tool that provides a personal, always-current knowledge base for AI by indexing third-party documentation from various sources, offering version-aware search tools via the Model Context Protocol (MCP).

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.

mcp-omnisearch

3.6

by spences10

A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.

MemoryMesh

3.6

by CheMiguel23

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

search1api-mcp

3.6

by fatwang2

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

kwdb-mcp-server

3.6

by KWDB

The KWDB MCP Server is a server implementation based on the MCP protocol, providing tools and resources for interacting with the KWDB database.

mcp-zotero

3.6

by kaliaboi

A Model Context Protocol server for Zotero integration that allows Claude to interact with your Zotero library.

crawl4ai-mcp-server

3.6

by weidwonder

Crawl4AI MCP Server is an intelligent information retrieval server based on the Model Context Protocol (MCP), designed to enhance AI assistant systems with powerful search capabilities and web content understanding optimized for LLMs.

memory-mcp-server

3.6

by okooo5km

A Model Context Protocol server that provides knowledge graph management capabilities, enabling LLMs to maintain memory across conversations.

roam-research-mcp

3.6

by 2b3pro

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