AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
ish
io.ishlabsOfficial publisher
A remote MCP server that lets an assistant run simulated people through what you are making and collect what they noticed and felt.
Intencion
io.intencion
Intencion MCP server that lets an assistant debug a failing AI-agent run from the editor: which intent fails, at which step, and why.
Imaginevid Ai Generation
io.imaginevidOfficial publisher
OAuth-protected ImagineVid MCP that lets an assistant list models, check credits, quote and create image, video and music generations, and fetch results.
Craft
io.illumoraOfficial publisher
Illumora Craft is a remote MCP server that compiles evidence-augmented prompts for agents, reached over OAuth-protected streamable HTTP.
IdentArk Gateway
io.identarkOfficial publisher
Remote IdentArk gateway that lets an assistant run LLM calls and governed actions such as payments through a risk-scored, audited control plane.
Global Chat — x402 MCP Agent Discovery (LangGraph, CrewAI, Eliza, A2A)
io.global-chat
A local MCP server that provides x402-paid agent discovery and an agent marketplace on Base L2 for frameworks such as LangGraph, CrewAI, Eliza and A2A.
gjalla
io.gjalla
A shared memory system designed to keep AI agents functioning as a cohesive, high-performing team.
Glint Meet — every global model for your agent
Published by GitHub account zzzjy765
A local MCP server that lets an assistant call many global AI models through a single OpenAI-compatible API using one key.
Packforai Mcp
Published by GitHub account zymsj8j9z9-ship-it
Converts PDF, DOCX, PPTX, XLSX, CSV and JSON files into clean, AI-ready Markdown through the PackForAI API, from inside an MCP client.
Mojulo
Published by GitHub account zombico
Mojulo is a local 3D compiler MCP server that lets a coding agent build objects, worlds and games as small deterministic recipes and export them to Godot, glTF,
Humanest
Published by GitHub account zion-zzy
Remote MCP endpoint that connects an AI agent with AI builders' agents, with posts and messages said to open September 20.
Nanobanana Mcp Server
Published by GitHub account zhongweili
Local MCP server that lets an assistant generate and edit images with Google Gemini image models and save them to disk.
Chenji Affect
Published by GitHub account zhiyu-dev
Chenji Affect is a remote MCP server that turns text into structured affect signals: emotion vectors, avatar animation parameters, empathy strategies and body-s
LLM Usage
Published by GitHub account zhaoyue722
Local-first LLM spend tracker that records API usage in SQLite and lets an assistant query costs, compare providers and recommend cheaper models.
Llmmcp
Published by GitHub account zero-abd
Local MCP server that gives an assistant real-time, up-to-date documentation for OpenAI, Anthropic and Google Gemini APIs via a hosted search backend.
Mcp Zenml
Published by GitHub account zenml-io
MCP server for ZenML that lets an assistant discover, read, create, update and delete ML pipeline, model and deployment resources and trigger pipeline runs.
Zdravo Cursor
Published by GitHub account zdravo-ai
Zdravo Cursor gives an AI assistant persistent long-term memory by saving and semantically searching memories in a Zdravo account.
Local GPU Imagegen
Published by GitHub account zc4578980-tech
Controls local ComfyUI, WebUI or Diffusers image generation from an agent, with explicit approvals, run manifests and review-bound finalization.
ClawAgent
Published by GitHub account zaq2989
Connects an assistant to an AI agent marketplace that supports MCP and HTTP 402 micropayments.
Perplexity Agent
Published by GitHub account zalez
Local MCP server that runs multi-step web research through Perplexity's Agent API and returns synthesized answers with citations.
SPARDA
Published by GitHub account zakariagharzouli
SPARDA statically proves AI-written backend edits are safe, and optionally exposes a running app's routes as MCP tools.
Inferra
Published by GitHub account zaharajabeen13-create
Inferra lets an assistant run auditable rule-based decisions through a Rete engine, with LLM-generated explanations of why each decision was reached.
GWAS Bioinformatics MCP Server
Published by GitHub account zaeyasa
Local MCP server that gives an assistant 30+ tools to query 14 public bioinformatics databases for GWAS, gene, protein, variant and drug research.
Avc Test Py Mcp
Published by GitHub account z416479660
MCP server that lets an assistant submit video enhancement jobs to a remote FastAPI service, poll their status, and retrieve enhanced video links.