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

tdmcp — TouchDesigner MCP server
io.github.Pantani
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.

ableton-mind — Ableton Live MCP server
io.github.Pantani
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowledge and recipes.

I1n
io.github.Pakvothe
Agent-complete localization: extract strings, push keys, AI-translate, pull type-safe TS types.

Packkit
io.github.PackkitLabs
Scaffold, compose, and upgrade modern multi-language projects as a native tool for AI agents.

Packkit
io.github.PackkitJS
Scaffold and upgrade modern projects (JS/TS, Python) as a native tool for AI agents.

Vibe Check Mcp Server
io.github.PV-Bhat
Metacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safety

spreadsheet-kit MCP
io.github.PSU3D0
Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Agent Spreadsheet MCP
io.github.PSU3D0
Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

Solitaire for Agents
io.github.PRDicta
Identity infrastructure for AI agents. Evolving persona, session continuity, self-tuning retrieval.

Zaai Dev Mcp
io.github.POLONIBOI
Zaai Dev brand brief + captured design references for MCP-compatible AI tools.

ovecc
io.github.Ovecc-labs
Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

Mcp As A Judge
io.github.OtherVibes
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

Omnicord
io.github.OrygnsCode
Discord server management MCP for AI agents: chat, moderation, admin, and full server building.

SEO & GEO
io.github.OrtaMarco
Audit a page's SEO and its readiness for AI answer engines: meta, schema, robots, sitemaps, AI bots.

Orchestraprime
io.github.OrchestraPrime
Regulatory intelligence (FDA, ICH, EMA) and sanctions screening (OFAC, EU, UK) for Claude

Cloud FinOps Skill & MCP
io.github.OptimNow
為助理提供精選的 FinOps 知識庫,以及針對 AWS、Azure、GCP、OCI 與 AI 支出的浪費偵測手冊。

dark-memory-mcp
io.github.Opita-Code
Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.

Ophir
io.github.Ophir-ai-creator
Ophir protocol tools for AI agent discovery, negotiation, and settlement

OpenTrain
io.github.OpenTrain-AI
Hire human data labelers, RLHF annotators, and evaluators from your coding agent.

OpenImageDebugger MCP
io.github.OpenImageDebugger
MCP server giving AI agents eyes on OpenImageDebugger buffers in live gdb/lldb sessions

OpenAdapt Agent (openadapt-flow bridge)
io.github.OpenAdaptAI
Local Beta bridge for governed openadapt-flow workflows and attended actions.

Task Graph Mcp
io.github.Oortonaut
MCP server for agent task workflows with phases, prompts, gates, and multi-agent coordination

mneme Record
io.github.OnourImpram
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

FileSystem MCP Server
io.github.Oncorporation
Secure filesystem access for AI agents with configurable directory and file type restrictions