gowtham3105/mcp_server_opensearch

git-mcp

4.6

by idosal

GitMCP is a free, open-source, remote Model Context Protocol (MCP) server that transforms GitHub projects into documentation hubs, enabling AI tools to access up-to-date documentation and code.

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.

mcp-shrimp-task-manager

4.5

by cjo4m06

MCP Shrimp Task Manager is an intelligent task management system based on Model Context Protocol (MCP), designed to enhance programming workflows for AI Agents.

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

4.4

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.

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.

notion-mcp-server

4.2

by awkoy

Notion MCP Server is a Model Context Protocol server implementation that enables AI assistants to interact with Notion's API, providing tools for reading, creating, and modifying Notion content through natural language interactions.

mcp-sequential-thinking

4.2

by arben-adm

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

mcp-memory-bank

4.1

by ipospelov

The Memory Bank MCP Server is designed to create a structured documentation system for context preservation in AI assistant environments.

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.

library-mcp

4.0

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.

skydeckai-code

4.0

by skydeckai

SkyDeckAI Code is an MCP server offering a suite of tools for AI-driven development workflows, enhancing AI's ability to assist in software development by providing access to local and remote resources.

mcp-obsidian

3.8

by MarkusPfundstein

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

Knowledge Base MCP Server

3.7

by baidubce

Knowledge Base MCP Server provides a set of tools for managing knowledge bases and documents through the MCP protocol.

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.

docs-mcp-server

3.6

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).

MemoryMesh

3.6

by CheMiguel23

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

mcp-apple-notes

3.6

by RafalWilinski

A Model Context Protocol (MCP) server that enables semantic search and RAG over Apple Notes, allowing AI assistants like Claude to search and reference notes during conversations.

rust-docs-mcp-server

3.6

by Govcraft

The Rust Docs MCP Server provides an up-to-date knowledge source for specific Rust crates, enhancing the accuracy of AI coding assistants by allowing them to query current documentation.

anki-mcp-server

3.6

by scorzeth

An MCP server implementation that connects to a locally running Anki, providing card review and creation.

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.

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.

obsidian-mcp

3.6

by newtype-01

Obsidian MCP (Model Context Protocol) 服务器用于连接 AI 模型与 Obsidian 知识库，支持笔记和文件夹的管理操作。

wikipedia-mcp

3.6

by Rudra-ravi

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

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.

mcp-logseq-server

3.5

by ergut

MCP server to interact with LogSeq via its API.