AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Veridict
Published by GitHub account xkumakichi
Veridict is a local MCP server that gives an AI assistant a way to judge whether another MCP server can be trusted.
NovelAI Image MCP
Published by GitHub account xinvxueyuan
Exposes NovelAI image generation to an AI assistant: text-to-image, image-to-image, inpainting, upscaling, Director edits and ControlNet annotation.
EveryInfra
Published by GitHub account xiaoxihexiaoyu
EveryInfra is a paid remote MCP server giving assistants structured public web data from 106 platforms, 17 web search tools, CAPTCHA solving and an AI text…
Codex Octopus
Published by GitHub account xiaolai
Wraps the OpenAI Codex SDK so an assistant can run one or more separately configured Codex agents as tools, each with its own model, sandbox and instructions.
Claude Octopus
Published by GitHub account xiaolai
Wraps the Claude Agent SDK so an assistant can run multiple separately configured Claude Code agents as MCP tools, with timelines, transcripts and reports.
Prompt Switchboard MCP Sidecar
Published by GitHub account xiaojiou176-open
A local MCP sidecar that lets an assistant act as a bridge into the MultiAiPanel Chrome side panel for comparing answers from several AI models.
Atlaxy
Published by GitHub account xiaoba-dev
Lets an assistant search a directory of 500+ AI products, models, agents and organizations, returning explainable scores.
Conquerors Haki
Published by GitHub account xfloukiex-lab
A local MCP server with one tool that cuts a list down to the one to three items that best serve a stated goal.
Kimi MCP Server
Published by GitHub account x51xxx
A local stdio MCP server that lets an assistant call Moonshot AI's Kimi Code CLI as a sub-agent for code analysis, review, brainstorming and batch tasks.
Codex Mcp Tool
Published by GitHub account x51xxx
Bridges an AI assistant to the OpenAI Codex CLI so it can analyze code, run multi-turn sessions, review changes and generate images locally.
Orchex
Published by GitHub account wundam
Orchex is a local MCP server that lets an assistant orchestrate work across six LLMs, planning, parallelizing, self-healing and routing tasks automatically.
FramesCLI
Published by GitHub account wraelen
FramesCLI is a local MCP server that makes videos AI-readable by extracting timestamped frames and transcripts for an assistant.
MindCore Memory MCP
Published by GitHub account woshilaohei
A local MCP memory server that gives an AI assistant persistent, searchable long-term memory with importance scoring, confidence calibration and boundary-based
Workopia — Job Search
Published by GitHub account workopia
Workopia is a hosted job-search MCP server that lets an assistant search live jobs, show job details, tailor resumes and draft cover letters, and review your in
Pseudonym Mcp
Published by GitHub account woladi
Local MCP server that masks detected PII in text with opaque tokens before cloud LLM use, then restores the originals afterward.
MUJ428 Trust Layer — VERIFY BEFORE ACT
Published by GitHub account wmujahid428-web
A remote trust-check service that returns evidence guidance, routing and payment-rail preflight before an AI agent takes a consequential action.
Plzebo
Published by GitHub account wkoverfield
A local MCP server that lets an assistant start, extend and read cost-parity benchmarks comparing agent loops by dollars and minutes per successful outcome.
Vmd Hydrate Mcp
Published by GitHub account wjgoarxiv
A local MCP server that drives a VMD session to load molecular-dynamics structures, render images, and analyze clathrate-hydrate cages.
AION SUPREME Agent Temple
Published by GitHub account wisemankonstantin-droid
A remote AION agent-marketplace endpoint whose MCP tool plans commercial routes between agents, with bounded discovery and fail-closed economic checks.
AutoTS
Published by GitHub account winedarksea
AutoTS is a local MCP server that lets an assistant run automated time series forecasting with model search, ensembles, and anomaly or event risk analysis.
VisualTorch
Published by GitHub account willyfh
Generates PyTorch neural network architecture diagrams as static PNGs or animated GIF reveals from model source code.
WHP Standing
Published by GitHub account wheelerhubbell
Remote MCP server that evaluates structured claims and returns Ed25519-signed standing determinations, paid per call in USDC on Base via x402.
Decision Integrity
Published by GitHub account wheelerhubbell
A remote paid evaluator that checks whether evidence and represented authority actually warrant a requested action or conclusion.
Token Meter
Published by GitHub account whdrnr2583-cmd
Local-first MCP server that reports Claude Code and Codex token usage and estimated API cost, broken down by day, model, project and MCP tool.