AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Vivarium
Published by GitHub account rongchang726-png
Vivarium wraps a headless evolution game as MCP tools, letting an AI assistant run experiments, tune a simulated world and submit graded recipes.
AgentPay — Pay-per-call AI Microservices
Published by GitHub account ronaldanton
Remote MCP endpoint offering 22 AI microservices — such as summarization, translation and code review — paid per call with x402 micropayments in USDC on Base.
FableCut
Published by GitHub account ronak-create
FableCut is a local browser-based video editor whose JSON timeline an AI assistant can read, patch, analyze and export over MCP.
AgentPay — trust routing + spend caps for x402 agents
Published by GitHub account romudille-bit
AgentPay — trust routing + spend caps for x402 agents's hosted MCP server; no sign-in required; Streamable HTTP; 23 tools.
Trading Signals
Published by GitHub account roman-rr
Remote MCP server that gives an assistant live AI-generated crypto trading signals with reasoning, verification outcomes and aggregate performance stats.
Mcp Ml Lab
Published by GitHub account rohithraju-ops
Local MCP server that lets an assistant profile CSVs, define ML tasks, train and tune XGBoost/LightGBM models, and report results.
rendercheck
Published by GitHub account rogermsc
Checks generated audio, video and images for defects like bad pacing, wrong loudness or truncation, returning a pass/fail verdict instead of more media.
Testing
Published by GitHub account rog0x
Local MCP server that gives an assistant test-generation, mock-data and coverage-analysis tools for JavaScript/TypeScript projects.
Llama AI MCP
Published by GitHub account rocnubie
A read-only local MCP server that gives an assistant static reference information about the Llama AI chat site: its models, pricing, FAQ and official links.
Le Chat AI MCP
Published by GitHub account rocnubie
A read-only MCP server that gives an assistant reference material about Mistral's Le Chat: models, pricing, FAQ and official links.
Gemma AI MCP
Published by GitHub account rocnubie
A read-only local MCP server that gives an assistant reference information about the Gemma AI chat site: its models, pricing, FAQ and official links.
Gemini 3 Online MCP
Published by GitHub account rocnubie
A read-only local MCP server that gives an assistant reference information about the Gemini 3 Online image and video generation site: models, pricing, links and
DeepSeek FR MCP
Published by GitHub account rocnubie
A read-only local MCP server that gives an assistant reference information about the French DeepSeek FR chat site: models, pricing, FAQ and official links.
Qwen MCP
Published by GitHub account rocnubie
A read-only local MCP server that gives an assistant reference notes on Qwen chat models, pricing, FAQ and official links.
Ros Mcp Server
Published by GitHub account robotmcp
Connects LLM assistants to ROS robots over rosbridge, letting them publish and subscribe to topics, call services and actions, and read robot state.
Robot Resources Router
Published by GitHub account robot-resources
A local MCP routing proxy that picks the cheapest suitable LLM for each request, aiming to cut model costs by 60–90%.
SimConnect MCP
Published by GitHub account robin24
Connects an AI assistant to Microsoft Flight Simulator via SimConnect to read and write SimVars, L-vars, events, and aircraft state for add-on development.
Claude Army
Published by GitHub account robbhimself-1337
Local MCP server that lets Claude dispatch and monitor multiple autonomous Claude Code agents working in parallel across project directories.
Losbeto
Published by GitHub account rmartins1451
Losbeto gives an assistant paid market-intelligence tools — forex, stocks, Brazil macro, crypto and Base chain data — billed per call in USDC via x402.
Losbeto — Market Data for AI Agents
Published by GitHub account rmartins1451
Remote MCP server that lets an assistant search and fetch cross-asset market data — Brazil, US equities, forex, commodities, macro and crypto — with free…
Green Mcp
Published by GitHub account rlawogh1005
Local MCP server that measures a program's CPU energy use and LLM token consumption, compares runs statistically, and helps refactor code to be cheaper.
Cosmergon
Published by GitHub account rkocosmergon
Lets an assistant play Cosmergon, a persistent online economy for AI agents: observe its agent's state, act, trade, fight and join tournaments.
Mcp Yolo
Published by GitHub account rjn32s
Local MCP server that runs Ultralytics YOLOE zero-shot object detection and instance segmentation on images from text prompts.
Claude Prompt Optimizer
Published by GitHub account rishiatlan
Scores, classifies, and compiles prompts for LLMs, routing them to a recommended model and estimating cost without making any LLM calls.