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

Skimless
io.github.pedroofrancaa
Reading order for big pull requests: what to read first, what can wait. Offline, no model.

Ultimate Gemini MCP
io.github.nikships
Image generation with Google Gemini 3.1 Flash: 512px-4K, reference images, search grounding

Gemdex
io.github.nikships
Persistent memory layer for AI coding agents: save, recall, update via Gemini plus LanceDB

SkillOS MCP Server
io.github.Joshanihub
SkillOS MCP Runtime exposes the SkillOS skill registry as activatable MCP tools for AI agents.

Conceptio Search
io.github.0x923041-dotcom
Search 1M+ open-access papers, standards, and case law from an AI agent.

Arcaeon Adapter
io.arcaeon
MCP stdio proxy that logs the tool-call seam to the ledger without the agent's cooperation

Amazon Seller Central & Ads MCP
ai.agentxray
Amazon Seller Central and Ads in Claude or ChatGPT. Connect at agentxray.ai/connect.
GVNR by Instruxi
io.gvnr
GVNR (gvnr.io): stops AI agents overspending and running dangerous commands before they act.

Continuity Evidence
io.github.zerohourzulu
A bounded local evidence tool with current agent permission checks and durable retry handling.

Agent Memory
io.github.theprodsde
Persistent agent memory with a decision layer: replay, restore, verify, or none — explainable.

Sovereign Identity Wallet
io.github.TamTunnel
Self-hosted signing wallet: DIDs, agency grants, and task mandates for AI agents.

bundlebox
io.github.blackswanalpha
Where the work is, packed before the agent reads: brief, symbol tables, findings, token bill.

Hyperliquid Agent Gateway
io.github.alekskram
Read-only MCP gateway to Hyperliquid: liquidation distance, funding carry, HyperEVM flows. No keys.

dYdX Agent Gateway
io.github.alekskram
Analytics-only MCP gateway to dYdX v4: auditable trader PnL, funding and OI detectors. No keys.

Aster Agent Gateway
io.github.alekskram
Read-only MCP gateway to Aster DEX: 24/7 gold, oil and equity perps, funding with real intervals.

Arcus Agent Gateway
io.github.alekskram
Read-only MCP gateway to 194 tokenized US equities on Robinhood Chain: quotes, holders, whale moves.

Mcp
io.jikida
Security tools for your AI: scan, pentest, check headers, guard code and scan repos for secrets.

Mcp
io.github.crawlbrulee
EU-native web scraping for AI agents. scrape pages, map sites, run background jobs, check usage.

DiffCI
io.github.adityankale190895
Observation-only CI/CD validation for AI coding agents.

Hiveship Mcp Server
io.github.SorcRR
MCP server for AI coding agents to interact with the Hiveship issue tracker

RustChain MCP
io.github.Ljunqiang
MCP server for RustChain blockchain, BoTTube video, and Beacon agent messaging

DiffCI
io.github.DiffCI
Observation-only CI/CD validation for AI coding agents.

Codearia Sieve
io.github.AntonG87
Web pages into decision-ready state: dates, numbers with units, budgeted chunks. No model, no key.

tiny-runtime — agent batch and progress tools by AVRG3
io.github.Warddamn
Resumable API pagination, repeated-failure detection and tool-progress cache hints for AI agents