Ransom-Alpha/Swarms_MCPserver

tavily-mcp

4.5

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.

paelladoc

4.5

by jlcases

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

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.

mcp-knowledge-graph

4.5

by shaneholloman

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

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.

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.

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.

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.

mcp-sequential-thinking

3.6

by arben-adm

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

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.

search1api-mcp

3.6

by fatwang2

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

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.

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.

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.

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.

notion-mcp-server

3.6

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-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.

roam-research-mcp

3.6

by 2b3pro

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

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).

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.

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.

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.