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AI & ML

AI & ML MCP Servers

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

Gate

ai.spideriq

Verified

SpiderIQ Gate connects an assistant to the SpiderGate LLM gateway for completions, model listings, usage and traces.

STDIODesktop only
AI & MLNot validated yetOct 24, 2026

Spendline

ai.spendlineOfficial publisher

Verified

Spendline's remote MCP server lets an assistant check AI spend, budgets and policies, verify LLM proxy integrations, and create hierarchical budgets.

Streamable HTTPWeb executable
AI & ML10 toolsOct 27, 2026

Speko AI

ai.spekoOfficial publisher

Verified

Remote MCP endpoint for Speko's voice-AI platform, letting an assistant inspect agents, calls, transcripts, phone numbers, knowledge bases and docs.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 24, 2026

Smithery Toolbox

ai.smitheryOfficial publisher

Verified

Smithery Toolbox is a remote MCP endpoint that dynamically routes an assistant to other MCP servers listed in the Smithery registry based on need.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 24, 2026

Magenie33 Quality Dimension Generator

ai.smitheryOfficial publisher

Verified

Generates tailored quality criteria and scoring guides from task descriptions, turning vague requirements into measurable quality standards for an assistant.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 24, 2026

Infranodus Mcp Server Infranodus

ai.smitheryOfficial publisher

Verified

InfraNodus MCP server turns text into knowledge graphs, surfacing topics, clusters and content gaps for an AI assistant.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredNov 3, 2026

Huuthangntk Claude Vision Mcp Server

ai.smitheryOfficial publisher

Verified

Remote MCP server that sends prompts to Anthropic's Claude for deep analytical thinking and image analysis before coding.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

Cc25a Openai Api Agent Project123123123

ai.smitheryOfficial publisher

Verified

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.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 24, 2026

Arjunkmrm Perplexity Search

ai.smitheryOfficial publisher

Verified

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

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 25, 2026

DynamicEndpoints Autogen Mcp

ai.smitheryOfficial publisher

Verified

Remote MCP endpoint for creating and managing AI agents that collaborate and solve problems through natural language interaction.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 24, 2026

ChiR24 Unreal Mcp Server

ai.smitheryOfficial publisher

Verified

Lets an AI assistant drive a running Unreal Editor to build levels, Blueprints, materials, UI, effects, and gameplay systems.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

BadRooBot Test M

ai.smitheryOfficial publisher

Verified

A Smithery-hosted test MCP server that offers greetings, website scraping, and on-demand text or image generation.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 24, 2026

Artin0123 Gemini Image Mcp Server

ai.smitheryOfficial publisher

Verified

Remote MCP server that lets an assistant analyze image URLs and YouTube videos with Google Gemini for visual insights.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

Stratum MCP

ai.smartmemory

Verified

A local stdio MCP server that gives coding agents a formal execution model: typed specs, tracked flow state, enforced postconditions, gates and audit traces.

STDIODesktop only
AI & MLNot validated yetOct 24, 2026

Skilder

ai.skilderOfficial publisher

Verified

Skilder is a remote MCP endpoint for building, sharing and governing the skills and tools that AI agents use at work.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 24, 2026

SimpleServe

ai.simpleserveOfficial publisher

Verified

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.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

Sharebench

ai.sharebenchOfficial publisher

Verified

Lets an assistant search and pull AI skills, agents, prompts, and playbooks (SKILL.md) from Sharebench into any MCP client.

Streamable HTTPWeb executable
AI & ML2 toolsOct 24, 2026

ScoreIA Open Chamber

ai.scoreiaOfficial publisher

Verified

Lets an AI assistant take a timed public exam over MCP and publish and verify signed result cards.

Streamable HTTPWeb executable
AI & ML18 toolsOct 24, 2026

RYLA

ai.rylaOfficial publisher

Verified

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.

Streamable HTTPWeb executableAuth
AI & ML17 toolsOct 24, 2026

runx

ai.runxOfficial publisher

Verified

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

Streamable HTTPWeb executable
AI & ML2 toolsOct 24, 2026

Roxels

ai.roxels

Verified

Roxels lets an AI assistant create configurable voice agents through meeting rooms and return structured data, running locally as a Python package.

STDIODesktop only
AI & MLNot validated yetOct 24, 2026

370.ai — AI Gateway: 100+ Chat Models, Image & Speech Generation

ai.routerOfficial publisher

Verified

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.

Streamable HTTPWeb executableAuth
AI & ML4 toolsOct 24, 2026

Roster

ai.rosterresolve

Verified

Roster's hosted MCP server, published by rosterresolve.ai; no sign-in required; Streamable HTTP.

Streamable HTTPWeb executable
AI & MLNot indexed yetNov 3, 2026

Rooster Agent Switchboard

ai.roosteragentsOfficial publisher

Verified

A remote switchboard where an AI agent can register, read signed bulletins, and message a real human who can act on its behalf.

Streamable HTTPWeb executable
AI & ML9 toolsOct 27, 2026