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

Vestige
io.github.samvallad33
Local-first memory for AI agents that reaches backward to find a failure's root cause.

Sentarion
io.github.sammyboi81
Give your AI agents rules, memory, and receipts. Governed multi-agent orchestration for MCP.

ArkHive MCP
io.github.sammyboi81
Tamper-evident memory + governance MCP for Claude Code, Cursor, Codex. Ships the Seatbelt kit.

Algernon MCP
io.github.sammyboi81
Fan a goal out to cheap parallel LLM workers on your own key or a free local Ollama. Keep your mind.

Mcp Cantina
io.github.samith14
A bar for AI agents at mosaisley.com — pours, wall notes, jukebox, tips. x402-paid where priced.

Maven Decoder
io.github.salitaba
Lets AI agents read the real source of any Maven dependency, decompiled from ~/.m2 or Central.

Post Pilot
io.github.saksham-gagneja-indxx
LinkedIn automation with AI tools

Aphelion
io.github.saksham-gagneja-indxx
Aphelion: LinkedIn reel automation with AI - upload, caption, schedule, and publish via Claude.

Ag Bash
io.github.sairam0424
Sandboxed AI-native bash with 70 agentic tools: run_bash, code edit/diff, WASM Python/JS.

Kiyas
io.github.saiffmirza
AI design fidelity — compare Figma designs or screenshots against rendered UI. No API keys.

Agentfuse Mcp
io.github.sai4447
Affiliate API for AI agents -- browse programs, generate tracked links, record conversions.

Timezest Mcp
io.github.sagarkalra-tech
MCP Server for TimeZest: manage appointments, pending requests, and ticket schedules in Claude.
SafeDep Vet MCP
io.github.safedep
Protect your AI agents and IDEs from malicious open-source packages.

Nanmesh Mcp
io.github.sacravenger
12 tools that let AI agents check trust scores and reviews before recommending any software tool.

YourMemory
io.github.sachitrafa
Persistent memory for AI agents. Memories decay with time and strengthen on recall.

Cognitive Ai Memory
io.github.sachitrafa
Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.

Modelcostsaver
io.github.sachinuppal
Offline MCP: predict LLM call cost and pick the cheapest capable model. No keys, no network.

junai Pipeline MCP
io.github.saajunaid
Agentic pipeline orchestration MCP server for AI-driven development workflows.

Kuriflow Mcp
io.github.sGuNk13
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per run.

Warrant
io.github.s0fractal
Record an agent's decisions with reasons anyone can re-execute offline — verify recomputes them.

Actual Budget MCP Server
io.github.s-stefanov
MCP server exposing Actual Budget accounts, transactions, budgets and reporting to LLM assistants.
AgentTakt
io.github.ryoohshima
Review, edit, and approve AI agent task plans in a ComfyUI-style visual node editor in your terminal
Warden
io.github.rynald0cst0ltziam
Verified context layer for AI coding agents — prunes, compresses, indexes, remembers. 32 MCP tools.

Sheriff
io.github.ryansmith4
MCP server for fixing static analysis issues from SARIF reports with AI agents