Machine Learning MCPs
7,314 MCP servers found
marionette_mcp
by leancodepl
MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screenshots.
task-orchestrator
by jpicklyk
Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.
bernstein
by sipyourdrink-ltd
Deterministic orchestrator for 30+ CLI AI coding agents. Git worktree isolation, HMAC audit trail, MCP server mode.
gemini-cli-desktop
by Piebald-AI
Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search across past conversations, and manage MCP servers, all from one multilingual interface, locally or remotely.
enterprise-mcp-course
by decodingai-magazine
Learn to build from scratch an AI PR reviewer integrated with GitHub, Slack and Asana that scales within your organization.
mcp-ssh-manager
by bvisible
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
mcp-chat
by PipedreamHQ
Examples of using Pipedream's MCP server in your app or AI agent.
late-cli
by mlhher
Orchestrate an entire AI dev team on as little as 5GB VRAM. An AI coding agent built like a systems engineer. Ephemeral context, zero token bloat, exact-match diffs. Stop wasting money on 10k token wrappers that actively degrade LLM reasoning.
medusa
by Pantheon-Security
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
lumen
by ory
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.
forgetful
by ScottRBK
Opensource Memory for Agents
cupcake
by eqtylab
A native policy enforcement layer for AI coding agents. Built on OPA/Rego.
PSAI
by dfinke
PowerShell-native AI agents enabling autonomous, memory-aware workflows with tool-calling across OpenAI, Azure, and Claude.
MARM-Systems
by Lyellr88
Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Built with MARM protocol for structured reasoning that evolves with your work.
c2sagent
by C2SAgent
C2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent 是一个轻量级的AI Agent构建平台,提供在线可配置的Agent,MCP,您可以一个HTTP请求的接口配置成为一个MCP工具,Agent之间可以进行自交流。并提供了单端口多A2A服务,MCP服务的解决方案
domainstack.io
by jakejarvis
🧰 All-in-one domain name intelligence as a service
ai-skills
by sanjay3290
Collection of agent skills for AI coding assistants
ios-mcp
by witchan
iOS MCP: MCP management tool for jailbroken iPhones, enabling developers and AI agents to inspect and control devices.
pwno-mcp
by pwno-io
MCP for Pwn
AgentRecall-MCP
by Goldentrii
AI Session Memory with Think-Execute-Reflect Quality Loops — give your agent a brain that survives every session. Built on the Intelligent Distance principle.
vurb.ts
by vinkius-labs
TypeScript framework for building production MCP servers. Fluent tool API, FSM gating, presenters, semantic routing, cache hints, Zod validation. Model-View-Agent architecture for the Model Context Protocol.
pctx
by portofcontext
pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for token-efficient workflows.
mcp2py
by MaximeRivest
Turn any MCP server into a Python module
MoltBrain
by nhevers
Long-term memory layer for OpenClaw & MoltBook agents that learns and recalls your project context automatically.