rember-mcp

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.

mcp-shrimp-task-manager

4.6

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.

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.

algorand-mcp

4.1

by GoPlausible

This is a Model Context Protocol (MCP) implementation for Algorand blockchain interactions, providing a server package for blockchain interactions and a client package for wallet management and transaction signing.

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.

mcp_godot_rag

3.7

by weekitmo

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

mcp-memory-service

3.7

by doobidoo

An MCP server providing semantic memory and persistent storage capabilities for Claude Desktop using ChromaDB and sentence transformers.

mcp-ragdocs

3.6

by hannesrudolph

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

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).

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.

anki-mcp-server

3.6

by scorzeth

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

mcp-omnisearch

3.6

by spences10

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

mcp-zotero

3.6

by kaliaboi

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

gistpad-mcp

3.6

by lostintangent

GistPad MCP is a server for managing and sharing personal knowledge, daily notes, and reusable prompts via GitHub Gists, integrated with VS Code and GistPad.dev.

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.

mcp-client-server-markdown

3.6

by zou-hong-run

MCP Markdown Server is a server application based on the Model Context Protocol (MCP) that provides functionalities for creating, editing, searching, converting to HTML, and managing Markdown documents.

mcp-package-docs

3.6

by sammcj

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

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).

library-mcp

3.5

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.

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.

amazon-fresh-server

3.5

by Alec2435

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

mcp-memory-bank

3.5

by ipospelov

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

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.

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.

mem0-mcp

3.5

by pinkpixel-dev

A Model Context Protocol (MCP) server that integrates with Mem0.ai to provide persistent memory capabilities for LLMs.