AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
SmartTokenGuard
Published by GitHub account nwjnjjj
Checks AI-generated keyframes and video clips for technical defects and returns a pass, retry, switch-model or halt verdict before you pay for the next render.
Rival
Published by GitHub account nuance-dev
Lets an assistant look up AI model benchmarks, pricing, and side-by-side comparisons from rival.tips.
Agency Mcp Server
Published by GitHub account npupko
A local MCP server that gives an assistant a searchable library of 150+ specialist agent templates and lets it spawn the best match for a task.
Scholar RAG MCP
Published by GitHub account notwhiteblank
Local academic-paper knowledge base: ingests PDFs into Qdrant and lets an assistant search, read and manage papers via 11 tools.
Mcp Code Sanitizer
Published by GitHub account notasandy
An MCP server that reviews code for bugs, security issues, and test coverage using Groq-hosted LLMs.
Manifold
Published by GitHub account nonchan7720
Manifold is a self-hosted MCP gateway that puts MCP servers, OpenAPI/Swagger REST APIs and A2A agents behind one MCP endpoint.
Local FAISS MCP Server
Published by GitHub account nonatofabio
A local FAISS vector store that lets an assistant ingest documents and run semantic search over them for RAG.
OPC UA Modeler
Published by GitHub account node-opcua
Gives assistants OPC UA companion-spec type knowledge and tools to validate, generate, reverse-engineer and AI-create OPC UA information models.
NoClick
Published by GitHub account noclickapp
NoClick's MCP server lets an assistant build and configure workflow automations with AI agents on a NoClick instance's visual canvas.
SchemaSure — structured extraction
Published by GitHub account noamjose
Lets an assistant extract schema-valid JSON from text, HTML, or document images, paying per call with crypto.
Coalent
Published by GitHub account nisarg-pujara-vectorlink
Serves fresh, source-attributed facts from a Coalent semantic cache to MCP clients, invalidating cached understanding when a source changes.
three.ws Vision
Published by GitHub account nirholas
Local stdio MCP server that gives an assistant image understanding: answer questions about an image, read text from screenshots, and write alt text via…
AI Tool Discovery Agent
Published by GitHub account nirholas
A local CLI and TypeScript library that searches GitHub and npm for MCP servers and APIs, uses an AI provider to analyze them, and generates plugin or MCP quick
three.ws Agent Wallet
Published by GitHub account nirholas
Remote three.ws MCP endpoint that gives an AI agent an x402 wallet to discover and pay for USDC services, or earn from its own.
three.ws 3D Studio (free)
Published by GitHub account nirholas
Remote three.ws 3D Studio server that lets an assistant generate, rig, refine and inspect textured GLB 3D models from text or images, free and without an…
three.ws 3D Studio
Published by GitHub account nirholas
Remote MCP server that lets an assistant generate, rig, animate and retexture 3D models (GLB) from text or images and render them inline.
three.ws Avatars & Agents
Published by GitHub account nirholas
three.ws exposes 3D avatar, model generation, rigging and animation tools so an assistant can create and render interactive 3D models mid-conversation.
Solidity Compiler IDE
Published by GitHub account nirholas
A local Solidity compiler IDE server that lets an assistant work with smart contract development, testing and deployment in a browser-based Web3 playground.
three.ws Scenes
Published by GitHub account nirholas
Turns a one-sentence description into a placed 3D diorama plan, forged objects and an exported glTF scene, and browses saved worlds.
three.ws Provenance
Published by GitHub account nirholas
Records and audits AI agent actions in an append-only, ERC-191-signed ledger on three.ws, letting an assistant append actions and verify another agent's…
Metaplex Agent Registry
Published by GitHub account nirholas
Mints and registers AI agents on-chain in the Metaplex Agent Registry on Solana, with an EIP-8004 identity, from any MCP client.
three.ws Marketplace
Published by GitHub account nirholas
Read-only MCP server that lets an assistant browse and search the public three.ws agent marketplace and skills catalog.
IBM Granite x402 Remote
Published by GitHub account nirholas
Remote MCP server exposing IBM Granite chat, code, embedding, analysis and forecasting tools, paid per call in USDC over the x402 protocol.
IBM Granite via x402
Published by GitHub account nirholas
A local MCP server that exposes IBM Granite chat, code, embedding, analysis and forecasting tools, billed per call in USDC on Solana via x402.