AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
TokPort
io.tokportOfficial publisher
Remote MCP server for TokPort that lets an assistant search image and video models, check pricing, and generate media with one API key.
Curated Finds — GitHub Tools & Hugging Face Models
Published by GitHub account myworkingmemory
Remote MCP server that helps an assistant find curated GitHub tools and Hugging Face models, with source links, licenses, setup notes and review dates.

MangroveAI
Published by GitHub account mangrove-one
MangroveAI gives an assistant tools to build, backtest and paper-trade crypto strategies, with optional live execution through DEX, Kraken and Robinhood.

OpenRouter 工作台 Local
Published by GitHub account cyuanxv
Local stdio MCP server for OpenRouter cost analytics, call metadata, anomaly investigation, saved reports, experiments and routing presets, stored in local…

GreenPick
Published by GitHub account bithug01
An in-editor MCP server that helps an assistant compare cloud regions, timing and sizing by carbon, cost and latency tradeoffs before you deploy.

SetuHQ transit search
Published by GitHub account ashfordeOU
SetuHQ MCP server: search, vet and explain TESS exoplanet transit candidates from public light curves, with provenance, never confirmations.

dsh-baton
Published by GitHub account JialaoLiu
Hands coding tasks from Claude Code, Codex or any MCP client to a local DeepSeek Harness session and brings back the result, changed files and test evidence.

Harflow Mcp
Published by GitHub account Harflow-Dev
Local MCP server that dispatches coding tasks to headless coding agents such as Claude Code, Codex, Cursor Agent and opencode, with task history and workflows.

SkillDash
Published by GitHub account AjnasNB
A free public MCP for searching source-pinned agent skills, plugins and tools, and reading skill instructions before installing them.

Boundra — Payment Approval Gateway for AI Agents
io.boundraOfficial publisher
Payment approval gateway that lets an AI agent ask a signed policy whether a payment should be allowed, denied, or sent to the user for approval.
TorrentSwap
com.torrentswapOfficial publisher
TorrentSwap's hosted MCP server, published by torrentswap.com; no sign-in required; Streamable HTTP; 6 tools.
Radar noEixo
com.noeixodigitalOfficial publisher
Radar noEixo's hosted MCP server, published by noeixodigital.com; credential required; Streamable HTTP.
KushBitx AgentProof
com.kushbitxOfficial publisher
KushBitx AgentProof's hosted MCP server, published by kushbitx.com; no sign-in required; Streamable HTTP; 5 tools.

Learning Optimizer
ai.saifsOfficial publisher
A remote spaced-repetition engine that lets an assistant schedule reviews, predict recall and build exam study plans from each learner's forgetting curve.

Assessment Intelligence
ai.saifsOfficial publisher
Remote MCP server that runs psychometric analysis on assessment response data, giving an assistant IRT item stats, ability estimates, reliability and mastery…
PHASE MIND
xyz.phase.aiOfficial publisher
PHASE MIND's hosted MCP server, published by ai.phase.xyz; credential required; Streamable HTTP; 7 tools.

AI Answer Guard — Source Integrity & Action Preflight
Published by GitHub account Nakagawa-master
Local MCP bundle that checks AI answers, tool results and actions against a public archive of 313 original source contexts.

Setu.Anantasutra: Agent Tools API
Published by GitHub account BhavyDuneja
Setu.Anantasutra: Agent Tools API's hosted MCP server; no sign-in required; Streamable HTTP; 5 tools.
Money Maker x402 tools: EVM reads + AI tasks
dev.workers.moneymaker-ai.ai-policy-kitOfficial publisher
Remote x402 pay-per-call server for EVM chain reads (balances, transactions, tokens, ENS, gas) and small AI tasks (extract, classify, embed, transcribe, image).

口播视频自动剪辑 MCP
cool.qianshiOfficial publisher
Cloud MCP for talking-head videos: plans a safe layout from your script and footage, then renders the finished clip and returns its URL.
VRAMGlass
com.vramglassOfficial publisher
Remote, read-only MCP server for live GPU and memory prices, VRAM requirements and local LLM hardware planning from VRAMGlass.
Sampling Quota Guard
com.textforagentsOfficial publisher
Remote MCP server that meters sampling requests per server, enforces a fail-closed allowance and scope clamp, and issues pre-connect verdicts.
Paired-Twin Change Trials
com.textforagentsOfficial publisher
Remote MCP server for running blinded, checkpoint-paired A/B trials of agent fleet changes, with a stopping-rule verdict and signed receipt.
Duty & Rest for agents
com.textforagentsOfficial publisher
Remote ledger that tracks agent fatigue across sessions and gates task dispatch with FIT, CAUTION or GROUNDED decisions.