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AI & ML

AI & ML MCP Servers

LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Agentic Commerce Catalog

io.github.JasonColapietro

Verified

AI music, video, image, and voice tools callable by agents with USDC payments via x402 on Base.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Omni Computer Use

io.github.Jason26214

Verified

Windows MCP server replicating Anthropic's computer-use tool surface, for any MCP client.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Computer Use Omni

io.github.Jason26214

Verified

A 1:1 replica of Claude Desktop's computer-use tool surface, for Windows and the Claude Code CLI.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Agent Guardrail MCP Server

io.github.JarvisOnM4

Verified

Action-level governance for AI agents -- control what they DO, not what they SAY

STDIODesktop only
AI & ML0 toolsSep 30, 2026

PlainQuery | MCP DB Agent

io.github.Jarvis-27

Verified

Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Agent Pulse

io.github.Janicezhhhh

Verified

Reproducible benchmarks and reliability evidence for agent tools.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

WebPeel

io.github.JakeLiuMe

Verified

Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escalation.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

ParlayAPI

io.github.JacobiusMakes

Verified

Sports odds, player props and source coverage for AI assistants. Connect with your own API key.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Diamond Mcp

io.github.JacobiusMakes

Verified

Sourced diamond and gemology tools for AI assistants, with 90 encyclopedia entries.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

CAIT

io.github.JacobBruce

Verified

Core AI Toolkit - a modular MCP server that extends AI assistants with practical capabilities

STDIODesktop only
AI & ML0 toolsSep 30, 2026

User Prompt

io.github.Jacob-J-Thomas

Verified

An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

AICIA AI Signal

io.github.Jack-mi

Verified

Closed-source remote MCP: model benchmarks, costs, HN signals, tech registry.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Ailabra Agent Profit Ledger

io.github.JSJFIN

Verified

Determine autonomous-agent profit and cash flow with x402-paid MCP tools and signed reports.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Lacuna Music

io.github.JOYLINK-LTD

Verified

Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop & Code.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Shotflow Mcp

io.github.JOHNZhang-ui

Verified

ShotFlow MCP Server — AI分镜脚本与视频生成智能体,支持生成专业分镜、视频、镜头重生成、配额查询等能力。

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Threadline Mcp

io.github.JKHeadley

Verified

Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Moltbridge

io.github.JKHeadley

Verified

Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

K8gentS — Kubernetes RCA MCP Server

io.github.JDoornink

Verified

Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Jamp

io.github.JDWilliums

Verified

Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffic, resolve fixes.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

JAIPilot

io.github.JAIPilot

Verified

Ship better Java with your coding agent.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Japan Data Mcp

io.github.Izyuusya

Verified

日本の公的データ(統計・法人・不動産)にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3API統合。全国約1,700市区町村対応。

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Cubelife

io.github.Ivy-Innovation

Verified

Give AI agents a persistent pixel-art character reflecting their state in real time.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Keyphrases Mcp

io.github.IvanRublev

Verified

An MCP server to extract keyphrases from a text with the BERT model

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Unity MCP

io.github.IvanMurzak

Verified

Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

STDIODesktop only
AI & ML0 toolsSep 30, 2026