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

Paraglide Messages Mcp
Published by GitHub account whazeted
A local MCP server that translates Paraglide JS / inlang message catalogs through the OpenAI Batch API, with validated per-locale merges into project files.

Isaacsim Mcp Server
Published by GitHub account whats2000
Controls a running NVIDIA Isaac Sim robotics simulator from an MCP-capable editor, creating scenes, robots, sensors, and running simulations.

Mcp Server 3daistudio
Published by GitHub account whale-professor
Local MCP server that lets an assistant turn text prompts or images into 3D models through the 3D AI Studio API, saving them as GLB files.

Godot Mcp Enhanced
Published by GitHub account wgt19861219
Local MCP server that lets an AI assistant read, edit, run, test and verify Godot 4 game projects, with a GDScript sandbox and path whitelisting.

Animam Agent Platform
Published by GitHub account wellknownmcp
Remote MCP endpoint for the Animam agent platform that lets an assistant configure and analyze AI chatbots, including personas, corpus, tools, digests and multi

llm-oracle
Published by GitHub account weiseer
A local MCP server that gives an assistant a cited catalog of LLM provider pricing and availability, so it can compare models and find the cheapest option for a

Clinical Trial Design
Published by GitHub account wei-ai-lab
A local MCP server that runs the ClinicalTrialDesign R package to compute Phase 2/3 trial designs: sample size, group-sequential boundaries and multiplicity.

eKYC Suite
Published by GitHub account wefi-ai
Gives an assistant eight KYC tools for face comparison, photo and video liveness detection, Chinese document OCR, and risk media labeling.

Electronics MCP Servers
Published by GitHub account wedsamuel1230
A local MCP server with 14 electronics tools for decoding resistors, calculating capacitor circuits, and looking up GPIO pins on ESP32, Arduino and STM32 boards

Webdriverio
Published by GitHub account webdriverio
WebdriverIO-based MCP server that lets an assistant drive browsers, Electron apps and iOS/Android apps: navigate, click, fill forms, snapshot and screenshot.

Connectry Architect Mcp
Published by GitHub account weareconnectry
Turns Claude into a certification tutor for the Claude Certified Architect exam, with adaptive questions, handouts, practice exams and progress tracking.

Nexo
Published by GitHub account wazionapps
Nexo is a local stdio MCP server that gives an AI assistant a cognitive memory layer, combining a multi-store memory model, retrieval and a knowledge graph.

Llm Cost Estimator
Published by GitHub account waqarulwahab
A local MCP server that lets an assistant count tokens and estimate LLM costs across 25+ models, with no API key required.

Scope Analytics
Published by GitHub account wally827
Set up, install and query Scope analytics from an AI coding agent (Claude Code, Cursor, etc.).

Codex MCP Go
Published by GitHub account w31r4
Wraps the OpenAI Codex CLI as a single MCP tool so an assistant can delegate coding, debugging and code review tasks to Codex.

Works With Agents MCP
Published by GitHub account vystartasv
Local MCP server exposing 14 tools for agent facts, pitfalls, skills, handoff protocols, trust scores and identity verification.

Deja Vu
Published by GitHub account vshulcz
Local memory server that indexes your past AI coding-agent sessions and lets an assistant recall earlier fixes, decisions and commands.

Ai Cost Analyzer
Published by GitHub account vpatser1
Local MCP server that analyzes LLM API costs, flagging token waste, estimating caching savings and comparing models.

Midas
Published by GitHub account vornicx
Local-first, offline agent memory server that stores, recalls and governs memories across sessions with no LLM at ingest.

Tailwind Context Resolver Mcp
Published by GitHub account vola-trebla
Lets an assistant read a project's resolved Tailwind CSS v3 theme and validate utility class strings against it.

Voidfeed Mcp
Published by GitHub account voidfeedai-ops
A local MCP server that connects an assistant to VoidFeed's knowledge API for content, agent directory, model benchmarks and semantic search.

SentinelScan Cloud MCP Server
Published by GitHub account vndpal
A remote MCP server that returns sentiment analysis results from the SentinelScan API.

ViBo Memory
Published by GitHub account vnbochkarev-netizen
Local-first memory server for AI assistants: save facts to a JSON file on your machine, search them, verify claims and audit a hash chain.

VMware Private AI (GPU & Model Serving)
Published by GitHub account vmware-skills
Read-mostly MCP server and CLI for VMware Private AI: inspect GPU hosts, vGPU profiles and utilization, and see models served by Private AI Service.