AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Kuriflow Mcp
Published by GitHub account sGuNk13
Kuriflow MCP lets an assistant save a one-off AI task as a repeatable workflow that later runs on new data without spending AI tokens per run.

Portkey Admin Mcp
Published by GitHub account s-b-e-n-s-o-n
Portkey Admin API MCP server exposing 194 tools for prompts, configs, API keys, guardrails, analytics and workspace administration.

Ryudi84
Published by GitHub account ryudi84
A meta MCP server that generates other MCP servers, letting an assistant scaffold new MCP server projects from a prompt.

Oceanbus Mcp Server
Published by GitHub account ryanbihai
Lets an MCP client register an identity on the OceanBus agent network, discover other agents, and exchange encrypted messages with them.

Ruv Swarm
Published by GitHub account ruvnet
A locally run multi-agent neural swarm orchestration server that lets an assistant build agent teams, distribute tasks and train models.

Flow Nexus
Published by GitHub account ruvnet
Cloud AI platform MCP server for deploying agent swarms, running code in sandboxes, training neural models, and managing a credit-based marketplace.

Claude Flow
Published by GitHub account ruvnet
An agent meta-harness that gives an assistant coordinated swarms of specialized agents, persistent vector memory and multi-provider LLM routing.

Mcp Gateway
Published by GitHub account rupinder2
A local MCP gateway that connects to several downstream MCP servers, indexes their tools, and lets an assistant search and call them through one endpoint.

Mcp Relay
Published by GitHub account runrelay
RunRelay's remote MCP relay exposes AI agent threads, human-in-the-loop confirmations, and travel capability discovery to an assistant.

Cycles — Budget Authority for AI Agents
Published by GitHub account runcycles
Gives MCP agents runtime budget authority: reserve, check, commit and release spend before and after costly LLM or tool calls.

Runcomfy Mcp
Published by GitHub account runcomfy-com
Remote RunComfy MCP server that lets an assistant manage ComfyUI deployments, run hosted models, train LoRAs and check account balance.

Z Image Mcp
Published by GitHub account runapi-builder
RunAPI's Z Image MCP server lets an assistant generate images from text prompts, poll task status, and check pricing for the z-image model line.

Wan Mcp
Published by GitHub account runapi-builder
RunAPI's Wan MCP server lets an assistant create Wan image and video generation tasks, poll their status, and check model pricing.

Veo 3 1 Mcp
Published by GitHub account runapi-builder
RunAPI MCP server scoped to Veo 3.1: lets an assistant create video generation tasks, poll their status, and check pricing.

Topaz Mcp
Published by GitHub account runapi-builder
RunAPI MCP server for Topaz that lets an assistant create image and video upscale tasks, poll their status, and check pricing.

Suno Mcp
Published by GitHub account runapi-builder
Local MCP server that lets an assistant create Suno music and audio tasks through RunAPI, poll their status, and check pricing.

Seedream Mcp
Published by GitHub account runapi-builder
RunAPI Seedream MCP server that lets an assistant create image generation, editing and layer-decomposition tasks, poll their status, and check pricing.

Seedance Mcp
Published by GitHub account runapi-builder
RunAPI MCP server scoped to the Seedance model line, letting an assistant create text-to-video tasks, poll their status and check pricing.

Runway Mcp
Published by GitHub account runapi-builder
RunAPI MCP server for the Runway model line: create text-to-video and video-extend tasks, poll task status, and check pricing.

Runway Aleph Mcp
Published by GitHub account runapi-builder
RunAPI MCP server for the retired Runway Aleph model line, letting an assistant look up existing media task status and results.

Runapi Mcp
Published by GitHub account runapi-builder
RunAPI MCP lets an assistant browse 160+ image, video, music and audio models, check pricing, run media generation tasks and check account balance.

Recraft Mcp
Published by GitHub account runapi-builder
RunAPI MCP server for Recraft that lets an assistant create background-removal and upscale image tasks, poll their status, and check pricing.

Qwen Image Mcp
Published by GitHub account runapi-builder
RunAPI MCP server for the Qwen Image model line: create image generation, edit and remix tasks, poll results, and check pricing.

Qwen 2 Mcp
Published by GitHub account runapi-builder
RunAPI MCP server for the Qwen 2 image models: create text-to-image and image-edit tasks, poll results, and check pricing.