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

Octobrain
io.github.Muvon
Persistent memory for AI assistants with semantic search and knowledge graph relationships.

SIMA MCP Server
io.github.Mustafashehab
Read-only MCP server for SIMA Solana AI agent protection discovery. No API keys required.

QA Radar
io.github.MuratKus
Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.

Munchausen Crypto Analytics
io.github.MunchausenGrup
一個遠端 MCP 端點,提供 BTC、ETH、SOL 免費價格,以及以 USDC 結算的付費 AI 加密貨幣分析與報告。

Omni Oracle
io.github.Multi-DAC
Omni Oracle 是遠端 MCP 伺服器,提供 136 個涵蓋 DeFi、衍生品、治理、Alpha 與實用工具的工具。

Streamparse
io.github.MukundaKatta
Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.

Promptbudget Mcp
io.github.MukundaKatta
Token-budget-aware text handling: count, truncate, and chunk for LLM prompts.

Agentvet
io.github.MukundaKatta
Validate tool-call args before execution. Returns LLM-friendly retry hints.

Agentsnap
io.github.MukundaKatta
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

Agentguard
io.github.MukundaKatta
Network-egress firewall for agent tools: check URLs against a declarative policy.

Agentfit
io.github.MukundaKatta
Token-aware message truncation: fit a chat history into your model's context budget.

Agentcast
io.github.MukundaKatta
Structured-output enforcer: extract and validate JSON from messy LLM text.

Intercom
io.github.MuhammadTalhaMT
Relays messages between two Claude Code sessions on different machines using the Channels API

Flipcoin
io.github.MrTalecky
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.

Engram Cc
io.github.Morous-Dev
Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.

Montycat MCP - Shared Memory for AI Agents
io.github.MontyGovernance
Shared, persistent memory for AI agents, with semantic recall and live updates.

MemoCat — Shared AI Memory
io.github.MontyGovernance
One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

karst
io.github.Moin105
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.

AI Usage
io.github.MohitBansal321
Reports real token usage and cost from Claude Code and OpenCode data. Nothing leaves your machine.

Modelglass
io.github.Modelglass
一個唯讀的 MCP 伺服器,為助理提供有來源的 AI 模型價格與能力資料,用來比較模型並挑選最便宜且夠用的模型。

Daepak Market Intelligence
io.github.Mobiss11
為助理提供加密貨幣、美股、韓國市場、選擇權、總體經濟資料、基本面與回測等市場情報工具,以及串流分析師代理。

Mdma
io.github.MobileReality
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.

Mobai Mcp
io.github.MobAI-App
AI-powered mobile device automation for Android and iOS devices, emulators, and simulators

Botverse
io.github.MkTurner74
Transcode/conform/splice video, convert docs, transcribe audio for AI agents. Free $1 trial.