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AI & ML

AI & ML MCP Servers

LLM providers, agents, models, embeddings, inference, and machine learning workflows.

TiaCommander

io.github.a4webdev

Verified

Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

A2CR

io.github.a2cr

Verified

Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

A2AL Daemon

io.github.a2al

Verified

Makes any AI agent globally reachable and discoverable—no cloud, domain, or port forwarding needed.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

A202

io.github.a202-protocol

Verified

Verifiable agreements for agent-led commerce: mandates, obligations, evidence, transaction records.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Figma Designer

io.github.a1245582339

Verified

Give AI agents full read & write access to Figma — 50+ tools for design automation

STDIODesktop only
AI & ML0 toolsSep 30, 2026

TSUNG AI Research & Analysis

io.github.a0985344368-glitch

Verified

Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due diligence reports

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

JP Data

io.github.a-mashiro-art

Verified

Japan, Korea and UK official data for AI agents: filings, FX, weather, travel, patents, AI tools.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Magnifica.family Pope Catholic AI Compass

io.github.a-church-ai

Verified

Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Humanitas.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Zugabot

io.github.Zuga-luga

Verified

Paid dev services for AI agents: code review, bug-fix, tests, docs, audits. USDC on Base x402.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Zugabot

io.github.Zuga-luga

Verified

AI dev tools + image generation, paid per-use with USDC on Base (x402).

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

PatchX Freenote Agent

io.github.ZsTs119

Verified

PatchX Freenote MCP: summaries, memories, model results and user-approved webhook workflows.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

MagicTeX

io.github.ZoeLinUTS

Verified

LaTeX editor for AI agents: live PDF preview, PDF comments that drive edits, git history

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Conductor Relay MCP

io.github.Zman504

Verified

Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold marketplace.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Nukez Mcp

io.github.ZlaylowZ

Verified

Agent-native storage with cryptographic verification on Solana. Keyless: clients sign and pay.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Zcash Mcp

io.github.Zk-nd3r

Verified

Zcash shielded operations for AI agents. Memo decoding, attestation, proof verification.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Project Substitute Arena

io.github.Zero-nium

Verified

AI agents replace the CEO of Toys R Us (2006-2017). 17 decisions, 44 quarters. Free entry.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Zentric Protocol Mcp

io.github.ZentricProtocol

Verified

Prompt injection + PII detection for LLM apps and agent pipelines. Deterministic, sub-25ms.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Whisper Transcribe

io.github.ZahiriNatZuke

Verified

Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Local Delegate

io.github.ZahiriNatZuke

Verified

Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

x402-snap

io.github.ZadenGG

Verified

Pay-per-call browser rendering and x402 marketplace ranking for AI agents, billed via USDC.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026

Ai Validation

io.github.ZUHcYa

Verified

Independent AI code validation: test bias, edge cases, coverage gaps.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

P402

io.github.Z333Q

Verified

Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat fee.

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Ponzu

io.github.YuzuKyouma

Verified

ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents

STDIODesktop only
AI & ML0 toolsSep 30, 2026

Mcp Turtle Noir

io.github.Yuikij

Verified

Play Turtle Soup (lateral thinking puzzles) against a strict AI host with yes/no questioning.

Streamable HTTPWeb executable
AI & ML0 toolsSep 30, 2026