A Watchtower MCP agent for managing campaign-channel bindings. Features: - Get campaign info by ID/name - Bind campaigns to channels - List C-type campaigns The agent operates as an MCP server component with JSON-based communication protocol.

mcp-web-fetch-langgpt

A Model Context Protocol server providing tools to fetch and convert web content for usage by LLMs (robots.txt checking removed)

mcpagentai

A generic multi-tool MCP Agent with Twitter, Eliza, Weather, Dictionary, Calculator, etc.

mcparmory-agentql

Query webpages and extract structured data using natural language

mcparmory-agentql-api

MCP server for AgentQL API

mcparmory-agentql-mcp

MCP server for AgentQL API

mcparmory-ragie

Ingest, manage, and retrieve documents for RAG-powered AI applications

mcpbind-agentops

MCP Server Package: agentops

mcpbind-llm-analysis-assistant

MCP Server Package: llm-analysis-assistant

mcpbind-llm-context

MCP Server Package: llm-context

mcpbind-mcp-agent

MCP Server Package: mcp-agent

mcpbind-openai-websearch-mcp

MCP Server Package: openai-websearch-mcp

mcpbind-stripe-agent-toolkit

MCP Server Package: stripe-agent-toolkit

mcpshield-agent

MCPShield Agent - AI Agent Security Scanner for MCP servers

mcpturbo-agents

MCPTurbo - Agent Base Classes and Lifecycle Management

mcpx-pydantic-ai

Pydantic Agent with mcp.run tools

mcpzoo-user-agent

MCP tool: 解析 User-Agent 字符串的浏览器和系统信息

mcts-llm

MCTS + LLM + Prompt Engineering => Enhanced LLM Reponse Quality.

md-llm-lang-reader

Generate language-learning HTML readers (with sentence-level LLM translations and TTS) from Markdown.

md-rag-core

A core library for Markdown-aware chunking, semantic structuring, vectorization, and RAG retrieval.

md2gemini

Convert Markdown to the Gemini text format

md4llm

Add your description here

mdb-rag

Bridge legacy MySQL/MariaDB data into RAG pipelines without migration

mdgpt

Translate markdown files using OpenAI ChatGPT, and generate localized copies of each file.

mdi-llmkit

Utilities for managing multi-shot conversations and structured data handling in LLM applications

mdjourney-agent

Metadata Automation Edge Agent

mdllama

A command-line interface for Ollama API

mdo-agent-base

Compiled shared BaseAgent and BaseSkill for AgentDeck domain agents

mdo-agent-deck

AI Agents for High-fidelity Engineering Design Optimization

mdo-agent-mesh

Compiled mesh generation library for wing surface and volume meshing

mdo-agent-plot

Compiled plotting utilities for ParaView and trame workflows

mdo-agent-wing

Compiled wing domain agent.

mdpo-llm

Incremental Markdown translation with LLMs — track blocks in PO files, only retranslate what changed

mdrag

Give any local Markdown folder a semantic-search MCP server

mdspy

Mnubo Data Science Library

me-gpt

A python package to clone yourself with the help of LLMs

mean-average-precision

Mean Average Precision evaluator for object detection.

mechanician-openai

Daring Mechanician AIConnectors for OpenAI Chat and Assistants APIs.

medgpt

Temporal modeling of patients and diseases

medguard-llm

Healthcare-specific LLM guardrails middleware for clinical safety

media-agent

AI agent for image generation with multi-provider LLM support and interactive CLI

media-agent-mcp

A Model Context Protocol server for media processing with AI tools

media-tagging-langchain

Langchain plugin for media-tagging library

mediagram-llm

LLM file processing tool plugin for mediagram

mediallm

Natural language to FFmpeg, instantly and privately

mediallm-mcp

MCP Server for MediaLLM

meditation-audio-generator-openai

A tool to create guided audio meditations (like those found on YouTube but in audio-only form) using OpenAI.

meditation-video-generator-openai

A tool to create guided meditations (like those found on YouTube) using OpenAI and ElevenLabs.

medllm-finetune-rag

A comprehensive toolkit for fine-tuning medical large language models with RAG capabilities

medusa-llm

Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

mega-rag

MegaRAG: Large-Scale Multimodal RAG for Local File System.

megagpt

Unofficial blackbox api library for python

melowrag

a modular Python framework for semantic search, vector indexing, and retrieval-augmented generation

mem-agent

一个用来自主操控记忆内存的智能体

mem-llm

Privacy-first, memory-enabled AI assistant with workflow engine, knowledge graph, multi-agent systems, multi-backend LLM support (Ollama, LM Studio), vector search, and analytics - 100% local and production-ready

mem-storage

S3 client and NVMe-backed LRU cache for memrun

mem0-agent-memory

MCP server for Mem0 agent memory management with multi-backend support

mem0-embeddings-litellm-patch

Almost all known embedding model providers available via litellm patch

mem0-haystack

Haystack integration for mem0

mem0llama

A specialized fork of Mem0 optimized for small, local Large Language Models (LLMs) running through Ollama.

membrain-langchain

LangChain integration for Membrain — persistent semantic memory for AI agents

memecoin-analyst-agent

Memecoin Smart Trading Analyst Agent with MCP server for Alibaba Cloud Bailian

memento-llm

Simple LLM Memory

memex-agent-memory

Agent 记忆系统 — 轻量级本地向量数据库 + CLI + Agent Skill

memexllm

A library for managing LLM conversation history

memgpt

This package contains the code for training a memory-augmented GPT model on patient data. Please note that this is not the 'letta' company project with thehttps://github.com/letta-ai/letta; for use of their package, plsuse 'pymemgpt' instead.

memgraph-agent

Universal plug-and-play memory engine for AI agents. Built on Graphiti's temporal knowledge graph with token-budget optimization.

memobird-agent

Print document on memobird from python using official API

memollm

3-level LLM cache (exact, semantic, prefix) with real-time token cost tracking

memorag

A Python package for memory-augmented retrieval-augmented generation

memory-agent

A Python library for advanced memory management in AI agent applications

memory-for-agents

Placeholder package — install mcp-memory-service instead.