AI & ML MCP 服务
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Locus
io.github.Nano-Nimbus
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Modern CLI MCP Server
io.github.NacoSolutions
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
NVIDIA Elements
io.github.NVIDIA
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
Genome
io.github.NORTHTEKDevs
Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.
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.
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.
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.