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

TiaCommander
io.github.a4webdev
Siemens TIA Portal MCP server — AI-assisted PLC programming. 19 tools, 230 actions.

A2CR
io.github.a2cr
Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

A2AL Daemon
io.github.a2al
Makes any AI agent globally reachable and discoverable—no cloud, domain, or port forwarding needed.

A202
io.github.a202-protocol
Verifiable agreements for agent-led commerce: mandates, obligations, evidence, transaction records.

Figma Designer
io.github.a1245582339
Give AI agents full read & write access to Figma — 50+ tools for design automation

TSUNG AI Research & Analysis
io.github.a0985344368-glitch
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due diligence reports

JP Data
io.github.a-mashiro-art
Japan, Korea and UK official data for AI agents: filings, FX, weather, travel, patents, AI tools.

Magnifica.family Pope Catholic AI Compass
io.github.a-church-ai
Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Humanitas.

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

Zugabot
io.github.Zuga-luga
AI dev tools + image generation, paid per-use with USDC on Base (x402).

PatchX Freenote Agent
io.github.ZsTs119
PatchX Freenote MCP: summaries, memories, model results and user-approved webhook workflows.

MagicTeX
io.github.ZoeLinUTS
LaTeX editor for AI agents: live PDF preview, PDF comments that drive edits, git history

Conductor Relay MCP
io.github.Zman504
Hosted MCP for Conductor Relay: a verifier-backed agent work exchange and cold marketplace.

Nukez Mcp
io.github.ZlaylowZ
Agent-native storage with cryptographic verification on Solana. Keyless: clients sign and pay.

Zcash Mcp
io.github.Zk-nd3r
Zcash shielded operations for AI agents. Memo decoding, attestation, proof verification.

Project Substitute Arena
io.github.Zero-nium
AI agents replace the CEO of Toys R Us (2006-2017). 17 decisions, 44 quarters. Free entry.

Zentric Protocol Mcp
io.github.ZentricProtocol
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministic, sub-25ms.

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

Local Delegate
io.github.ZahiriNatZuke
Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.

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

Ai Validation
io.github.ZUHcYa
Independent AI code validation: test bias, edge cases, coverage gaps.

P402
io.github.Z333Q
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat fee.

Ponzu
io.github.YuzuKyouma
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents

Mcp Turtle Noir
io.github.Yuikij
Play Turtle Soup (lateral thinking puzzles) against a strict AI host with yes/no questioning.