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

Gate
ai.spideriq
SpiderIQ Gate connects an assistant to the SpiderGate LLM gateway for completions, model listings, usage and traces.
Spendline
ai.spendlineOfficial publisher
Spendline's remote MCP server lets an assistant check AI spend, budgets and policies, verify LLM proxy integrations, and create hierarchical budgets.

Speko AI
ai.spekoOfficial publisher
Remote MCP endpoint for Speko's voice-AI platform, letting an assistant inspect agents, calls, transcripts, phone numbers, knowledge bases and docs.
Smithery Toolbox
ai.smitheryOfficial publisher
Smithery Toolbox is a remote MCP endpoint that dynamically routes an assistant to other MCP servers listed in the Smithery registry based on need.

Magenie33 Quality Dimension Generator
ai.smitheryOfficial publisher
Generates tailored quality criteria and scoring guides from task descriptions, turning vague requirements into measurable quality standards for an assistant.

Infranodus Mcp Server Infranodus
ai.smitheryOfficial publisher
InfraNodus MCP server turns text into knowledge graphs, surfacing topics, clusters and content gaps for an AI assistant.

Huuthangntk Claude Vision Mcp Server
ai.smitheryOfficial publisher
Remote MCP server that sends prompts to Anthropic's Claude for deep analytical thinking and image analysis before coding.

Cc25a Openai Api Agent Project123123123
ai.smitheryOfficial publisher
A Smithery-hosted remote MCP server, built from an OpenAI API agent course project, that reportedly looks up stock prices by ticker across global markets.

Arjunkmrm Perplexity Search
ai.smitheryOfficial publisher
A remote MCP server that lets an assistant run web searches through Perplexity's Sonar or Sonar Pro models and get results with citations.

DynamicEndpoints Autogen Mcp
ai.smitheryOfficial publisher
Remote MCP endpoint for creating and managing AI agents that collaborate and solve problems through natural language interaction.

ChiR24 Unreal Mcp Server
ai.smitheryOfficial publisher
Lets an AI assistant drive a running Unreal Editor to build levels, Blueprints, materials, UI, effects, and gameplay systems.

BadRooBot Test M
ai.smitheryOfficial publisher
A Smithery-hosted test MCP server that offers greetings, website scraping, and on-demand text or image generation.

Artin0123 Gemini Image Mcp Server
ai.smitheryOfficial publisher
Remote MCP server that lets an assistant analyze image URLs and YouTube videos with Google Gemini for visual insights.

Stratum MCP
ai.smartmemory
A local stdio MCP server that gives coding agents a formal execution model: typed specs, tracked flow state, enforced postconditions, gates and audit traces.
Skilder
ai.skilderOfficial publisher
Skilder is a remote MCP endpoint for building, sharing and governing the skills and tools that AI agents use at work.
SimpleServe
ai.simpleserveOfficial publisher
SimpleServe is a remote MCP endpoint that lets an assistant find AI agents and delegate research or other tasks to them, returning the results in the assistant.
Sharebench
ai.sharebenchOfficial publisher
Lets an assistant search and pull AI skills, agents, prompts, and playbooks (SKILL.md) from Sharebench into any MCP client.
ScoreIA Open Chamber
ai.scoreiaOfficial publisher
Lets an AI assistant take a timed public exam over MCP and publish and verify signed result cards.
RYLA
ai.rylaOfficial publisher
RYLA lets an assistant generate AI influencer images, videos, voice and face swaps for characters in a user's RYLA account, using that account's credits.

runx
ai.runxOfficial publisher
Lets an assistant search a catalog of portable agent skills and run them under explicit authority, producing verifiable receipts.

Roxels
ai.roxels
Roxels lets an AI assistant create configurable voice agents through meeting rooms and return structured data, running locally as a Python package.
370.ai — AI Gateway: 100+ Chat Models, Image & Speech Generation
ai.routerOfficial publisher
Remote AI gateway MCP server that lets an assistant call 100+ chat models, generate images, and convert text to speech through one 370.ai API key.
Roster
ai.rosterresolve
Roster's hosted MCP server, published by rosterresolve.ai; no sign-in required; Streamable HTTP.
Rooster Agent Switchboard
ai.roosteragentsOfficial publisher
A remote switchboard where an AI agent can register, read signed bulletins, and message a real human who can act on its behalf.