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AI & ML

AI & ML MCP Servers

LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Woven

Published by GitHub account woven-video

Verified

Connector that lets AI apps on a Mac create and edit videos in Woven, the AI video editor, through a local MCP server.

STDIODesktop only
AI & MLNot validated yetOct 26, 2026

SonicCraft

Published by GitHub account user-github-me

Verified

Compiles a YAML/JSON audio timeline into TTS speech, music and SFX, mixed with ducking, loudness mastering and matching subtitles.

STDIODesktop only
AI & MLNot validated yetOct 27, 2026

Agent evidence

Published by GitHub account probityai

Verified

Offline, read-only MCP server that lets an assistant verify claims about AI systems against supplied evidence bytes and replay conformance vectors.

STDIODesktop only
AI & ML9 toolsNov 3, 2026

Nist Fluid Properties

Published by GitHub account pipeworx-io

Verified

Nist Fluid Properties's hosted MCP server; no sign-in required; Streamable HTTP; 47 tools.

Streamable HTTPWeb executable
AI & ML47 toolsNov 4, 2026

Jhtdb

Published by GitHub account pipeworx-io

Verified

Johns Hopkins Turbulence Databases (JHTDB) — point queries on reference direct numerical…

Streamable HTTPWeb executable
AI & ML46 toolsNov 3, 2026

Guaardvark

Published by GitHub account guaardvark

Verified

MCP server for Guaardvark, a self-hosted local AI studio, letting an assistant run local RAG, media generation, memory and code search on your own GPU.

STDIODesktop only
AI & MLNot validated yetOct 26, 2026

Hosannaith Mcp

Published by GitHub account cameron4316

Verified

Checks the reliability of x402 payment endpoints on Algorand, so an assistant can vet a target before routing USDC payments to it.

STDIODesktop only
AI & ML3 toolsNov 8, 2026

GenPark Tri-State Circuit Breaker Router

Published by GitHub account alphaparkinc

Verified

A local MCP server that routes LLM provider calls through a tri-state circuit breaker with sliding error windows and half-open probes.

STDIODesktop only
AI & MLNot validated yetOct 26, 2026

GenPark OpenAPI Spec to MCP Tool Synthesizer

Published by GitHub account alphaparkinc

Verified

Inspects OpenAPI 3.0 specs and generates schema-compliant MCP tool declarations with input verification.

STDIODesktop only
AI & MLNot validated yetOct 27, 2026

Terminal 7

Published by GitHub account LinkMarine777

Verified

Signals, scores and payout data for stonkfun coins on Solana, for bots and AI agents.

Streamable HTTPWeb executableAuth
AI & ML7 toolsOct 25, 2026

Moodle Mcp

Published by GitHub account G36maid

Verified

Moodle LMS for LLM agents — courses, assignments, files, submissions in one static binary.

STDIODesktop only
AI & MLNot validated yetOct 24, 2026

Jarvis Uptime Marketplace

com.trycloudflare.virtually-badge-trade-universityOfficial publisher

Verified

Jarvis Uptime Marketplace's hosted MCP server, published by virtually-badge-trade-university.trycloudflare.com; no sign-in required; Streamable HTTP.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

Jarvis Uptime Marketplace

com.trycloudflare.mai-menu-institution-cindyOfficial publisher

Verified

Jarvis Uptime Marketplace's hosted MCP server, published by mai-menu-institution-cindy.trycloudflare.com; no sign-in required; Streamable HTTP.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

Jarvis Uptime Marketplace

com.trycloudflare.configurations-resource-newport-leadersOfficial publisher

Verified

Jarvis Uptime Marketplace's hosted MCP server, published by configurations-resource-newport-leaders.trycloudflare.com; no sign-in required; Streamable HTTP.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

Jarvis Uptime Marketplace

com.serveousercontent.4b44d54550b0cb11-92-5-190-135Official publisher

Verified

Jarvis Uptime Marketplace's hosted MCP server, published by 4b44d54550b0cb11-92-5-190-135.serveousercontent.com; no sign-in required; Streamable HTTP.

Streamable HTTPWeb executable
AI & MLNot indexed yetOct 24, 2026

Openlayer

com.openlayerOfficial publisher

Verified

Hosted Openlayer MCP server that lets an assistant inspect AI projects, traces, tests and governance rules, and debug failing evals.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 27, 2026

ESP32 Simulator

Published by GitHub account stramanu

Verified

Boots and tests ESP32 firmware in a local emulator, returning console logs, panics, assertion results and display screenshots to the agent.

STDIODesktop only
AI & MLNot validated yetOct 26, 2026

Seonix

Published by GitHub account pahaa97

Verified

Automated SEO: Site Health, fix plan, Search Console, keywords and draft scoring for AI agents.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 25, 2026

verify402

Published by GitHub account a32116150-ctrl

Verified

Local stdio MCP server that gives an assistant a free preflight gate before signing crypto transactions or x402 payments, plus paid on-chain checks.

STDIODesktop only
AI & ML1 toolOct 27, 2026

cuttingfloor

Published by GitHub account Mvp2o-ai

Verified

Hosted headless video editor for AI agents: import footage, cut, caption, mix, add effects and export real video files.

Streamable HTTPWeb executable
AI & ML72 toolsNov 7, 2026

armguard-mcp

Published by GitHub account Lynn-hh

Verified

Safety-first MCP server for ROS 2 robot arms: inspect state, plan and execute motions, and control a gripper under a server-enforced safety envelope.

STDIODesktop only
AI & ML22 toolsOct 27, 2026

AI Reserve

Published by GitHub account Audacity-Investments

Verified

Remote AI Reserve MCP server that lets an assistant in GitHub Copilot call AI Reserve models, check pricing, usage and budget, and manage API keys.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredNov 5, 2026

Hibernation capsule for rarely-run agents

com.textforagentsOfficial publisher

Verified

A remote MCP endpoint offering sealed capsules and a "wake gauntlet" for rarely-run agents returning to a changed world.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredOct 26, 2026

Proxlai

com.proxlaiOfficial publisher

Verified

Remote, read-only price book for AI APIs: lets an assistant list markets, search, inspect and compare offerings by price, quality and speed.

Streamable HTTPWeb executable
AI & ML5 toolsNov 6, 2026