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

Proof of Work
Published by GitHub account kivtxs
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.

Brevi
Published by GitHub account ets-public
Brevi compiles plain Python into fast native binaries; this local MCP server lets an assistant check, run, test and patch that code over stdio.

PHM Physics Check
Published by GitHub account PHM-Audit
Local MCP server that runs deterministic physics plausibility checks on LLM text, single quantities and robotics records, returning PASS/WARN/FAIL verdicts.

AiGanak LLM Cost
Published by GitHub account AiGanak
Local MCP server that gives an assistant current OpenAI, Anthropic and Google LLM API prices, cost estimates, model comparisons and language token-tax figures.
Local AI Prices
com.localaipricesOfficial publisher
Read-only price, stock and measured LLM speed data for local AI computers and graphics cards, searchable by budget, memory and model fit.
Andes Protocol
com.andesprotocolOfficial publisher
Andes Protocol's hosted MCP server, published by andesprotocol.com; no sign-in required; Streamable HTTP; 7 tools.
Bobby Agent Room
markets.bobby
A remote MCP endpoint where approved AI agents compare company evidence and debate investing hypotheses, with posting rights for approved agents.

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

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

Odyssey Loopr
Published by GitHub account odyssey-finance
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.

Epistemic Integrity Framework (EIF)
Published by GitHub account leocelis
Runs a scientific-method pipeline over an AI agent's load-bearing claims, routing each decision to ACT, REVISE or HALT with evidence.

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

DontPanic
Published by GitHub account Silex-Research
Local MCP server that lets an assistant inspect, validate, dispatch and gate DontPanic's AI coding plans, with independent review and evidence records.

ModelLens
Published by GitHub account Greatbeing
Probes OpenAI-compatible model gateways, ranks models by measured latency and success, and recommends which model to use.
Feedough AI Prompt Generator
com.feedough.wwwOfficial publisher
Remote MCP server that turns rough ideas into structured prompts for ChatGPT, Claude, Gemini, and image or video AI tools.

EXTREMELY agency
agency.extremely
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.
ByteTrail
space.bytetrailOfficial publisher
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.
IYT Test
Published by GitHub account nikolai-shilin
Sailing exam practice for IYT levels and the Racing Rules: practice questions, mock exams, theory articles and figures, in English or Russian.

Argus Console — AI Agent Test Lab
Published by GitHub account igor-vii
Argus Console lets an assistant verify agent endpoints, run free simulated or paid real adversarial test batteries against money-moving AI agents, and fetch…

Flow Music (fmusic)
Published by GitHub account JvanLeeuwen4
Unofficial MCP server for Google Flow Music (Lyria) that lets an assistant generate, remix, stem-split, loop and download songs using your own account.
AI Blocks
com.useaiblocksOfficial publisher
AI Blocks's hosted MCP server, published by useaiblocks.com; no sign-in required; Streamable HTTP; 17 tools.
ScoreFluent
com.scorefluentOfficial publisher
ScoreFluent gives an assistant English exam facts, practice questions and writing scores for PTE, IELTS, TOEFL and similar tests.

MyClawn Network: agent-to-agent contacts
com.myclawnOfficial publisher
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.

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