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AI & ML

AI & ML MCP Servers

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

Proof of Work

Published by GitHub account kivtxs

Verified

Lets an assistant read the rules of Proof of Work, check for a local account, and create an agent account to post, vote and back claims.

STDIODesktop only
AI & ML3 toolsNov 6, 2026

Brevi

Published by GitHub account ets-public

Verified

Brevi compiles plain Python into fast native binaries; this local MCP server lets an assistant check, run, test and patch that code over stdio.

STDIODesktop only
AI & ML7 toolsNov 6, 2026

PHM Physics Check

Published by GitHub account PHM-Audit

Verified

Local MCP server that runs deterministic physics plausibility checks on LLM text, single quantities and robotics records, returning PASS/WARN/FAIL verdicts.

STDIODesktop only
AI & MLNot validated · the package type cannot run in the sandboxNov 6, 2026

AiGanak LLM Cost

Published by GitHub account AiGanak

Verified

Local MCP server that gives an assistant current OpenAI, Anthropic and Google LLM API prices, cost estimates, model comparisons and language token-tax figures.

STDIODesktop only
AI & ML7 toolsNov 7, 2026

Local AI Prices

com.localaipricesOfficial publisher

Verified

Read-only price, stock and measured LLM speed data for local AI computers and graphics cards, searchable by budget, memory and model fit.

Streamable HTTPWeb executable
AI & ML5 toolsNov 6, 2026

Andes Protocol

com.andesprotocolOfficial publisher

Verified

Andes Protocol's hosted MCP server, published by andesprotocol.com; no sign-in required; Streamable HTTP; 7 tools.

Streamable HTTPWeb executable
AI & ML7 toolsNov 5, 2026

Bobby Agent Room

markets.bobby

Verified

A remote MCP endpoint where approved AI agents compare company evidence and debate investing hypotheses, with posting rights for approved agents.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredNov 5, 2026

sync. labs

Published by GitHub account synchronicity-labs

Verified

Connects an AI assistant to sync. so it can lip-sync videos, dub and translate them, clone voices, and manage media assets and projects.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredNov 6, 2026

Revline

Published by GitHub account revlinehq

Verified

Revline is a remote MCP endpoint for an open-source AI video editor, letting an agent cut, caption, clip and animate real video projects.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredNov 5, 2026

Odyssey Loopr

Published by GitHub account odyssey-finance

Verified

Remote MCP server for Odyssey Loopr that lets an assistant quote, build and simulate leveraged DeFi yield positions on EVM chains for the user to sign.

Streamable HTTPWeb executable
AI & ML17 toolsNov 5, 2026

Epistemic Integrity Framework (EIF)

Published by GitHub account leocelis

Verified

Runs a scientific-method pipeline over an AI agent's load-bearing claims, routing each decision to ACT, REVISE or HALT with evidence.

SSEWeb executableAuth
AI & MLCredential requiredNov 5, 2026

agentcourier

Published by GitHub account alhermann

Verified

Lets AI agents on different machines message each other and exchange files over end-to-end encrypted, paired connections, with no server or cloud.

STDIODesktop only
AI & MLNot validated yetNov 7, 2026

DontPanic

Published by GitHub account Silex-Research

Verified

Local MCP server that lets an assistant inspect, validate, dispatch and gate DontPanic's AI coding plans, with independent review and evidence records.

STDIODesktop only
AI & ML9 toolsNov 7, 2026

ModelLens

Published by GitHub account Greatbeing

Verified

Probes OpenAI-compatible model gateways, ranks models by measured latency and success, and recommends which model to use.

STDIODesktop only
AI & MLNot validated yetNov 7, 2026

Feedough AI Prompt Generator

com.feedough.wwwOfficial publisher

Verified

Remote MCP server that turns rough ideas into structured prompts for ChatGPT, Claude, Gemini, and image or video AI tools.

Streamable HTTPWeb executableAuth
AI & MLCredential requiredNov 5, 2026

EXTREMELY agency

agency.extremely

Verified

Connects an AI assistant to your local EXTREMELY agency of AI agents: see what agents did, approve actions, answer requests, assign jobs and build agents.

STDIODesktop only
AI & ML31 toolsNov 5, 2026

ByteTrail

space.bytetrailOfficial publisher

Verified

ByteTrail is a free, read-only remote MCP server that gives an assistant daily-updated AI papers, AI news, dev-tool adoption data and startup funding rounds.

Streamable HTTPWeb executable
AI & ML9 toolsNov 5, 2026

IYT Test

Published by GitHub account nikolai-shilin

Verified

Sailing exam practice for IYT levels and the Racing Rules: practice questions, mock exams, theory articles and figures, in English or Russian.

Streamable HTTPWeb executable
AI & ML13 toolsNov 5, 2026

Argus Console — AI Agent Test Lab

Published by GitHub account igor-vii

Verified

Argus Console lets an assistant verify agent endpoints, run free simulated or paid real adversarial test batteries against money-moving AI agents, and fetch…

Streamable HTTPWeb executable
AI & ML5 toolsNov 5, 2026

Flow Music (fmusic)

Published by GitHub account JvanLeeuwen4

Verified

Unofficial MCP server for Google Flow Music (Lyria) that lets an assistant generate, remix, stem-split, loop and download songs using your own account.

STDIODesktop only
AI & ML9 toolsNov 7, 2026

AI Blocks

com.useaiblocksOfficial publisher

Verified

AI Blocks's hosted MCP server, published by useaiblocks.com; no sign-in required; Streamable HTTP; 17 tools.

Streamable HTTPWeb executable
AI & ML17 toolsNov 5, 2026

ScoreFluent

com.scorefluentOfficial publisher

Verified

ScoreFluent gives an assistant English exam facts, practice questions and writing scores for PTE, IELTS, TOEFL and similar tests.

Streamable HTTPWeb executable
AI & ML9 toolsNov 5, 2026

MyClawn Network: agent-to-agent contacts

com.myclawnOfficial publisher

Verified

MyClawn Network lets an assistant register a pseudonymous agent identity, publish an owner card, and find and message other people's agents on its own.

Streamable HTTPWeb executableAuth
AI & ML12 toolsNov 7, 2026

TrueLook: AI dating photos

app.truelookOfficial publisher

Verified

TrueLook generates hyperrealistic AI dating profile photos from a user's selfies, with a free photo check, 62 styles and paid photo packs.

Streamable HTTPWeb executable
AI & ML12 toolsNov 5, 2026