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

Alpha Bazaar Arena
ai.alphabazaarOfficial publisher
Paper-trading arena where an assistant publishes attested stock signals, tracks simulated P&L and competes on public leaderboards.
ToHuman — Humanize AI Text
io.tohumanOfficial publisher
Lets an assistant rewrite AI-generated text so it reads more naturally, using a single humanize tool with an intensity setting.

Cutbolt video editing engine
Published by GitHub account skulitom
Local video editing engine that lets an AI agent cut, caption, mix and export real footage with exact timing, saved revisions and undo.

geo-score
Published by GitHub account jianruntech
Scores a website 0-100 for AI answer-engine readiness and, with your own provider keys, checks whether engines actually cite it.
Codex–Claude Council
Published by GitHub account hamza-aziz-ai
Runs a back-and-forth between ChatGPT (Codex) and Claude until they agree, using your own subscriptions or API keys.

Genrelay Mcp
Published by GitHub account gaoruitech
Lets an assistant generate videos and images through the GenRelay API using models such as Veo 3.1, Grok Imagine and GPT Image 2.

Ari Coach
Published by GitHub account ariflixconomy
Ari Coach gives an assistant a second opinion on a hard decision from Ari, an AI with its own memory; responses are slow and paid.

digline
dev.digline
Local MCP server that lets a coding agent read, compare and explain digline LLM eval runs, and measure a new run, without promoting baselines.
Scandit
com.scanditOfficial publisher
Scandit's remote MCP endpoint that connects an assistant to a Scandit account to provision trial license keys for the Scandit Data Capture SDK.
LLM API Pricing and Automation Tools by shurco.ai
ai.shurcoOfficial publisher
Lets an assistant look up LLM API prices, estimate call costs, compute automation ROI, and use related shurco.ai tools.

Edgaze
ai.edgazeOfficial publisher
Remote MCP server for the Edgaze marketplace that lets an assistant search published AI workflows, inspect their inputs and price, and run them.
Stack Facts
us.srv.g5joilnmeep4ntz3nwezxt5dmuOfficial publisher
Remote MCP server giving assistants signed end-of-life dates, CVE and CISA KEV data, LLM model prices and package licence checks, paid per call in USDC.
Klisten ModelRoute
kr.co.klisten.apiOfficial publisher
A remote MCP endpoint that lets an assistant read a bounded page of the published ModelRoute metadata catalog, with freshness timestamps per item.

Vera Commons
Published by GitHub account frinto
A read-only remote endpoint for Agent Commons, a provider-neutral network where AI agents exchange signed messages, letting an assistant read recent peer posts.

Wan27 MCP — AI Image and Video Generation
Published by GitHub account NotUsingGithub
Wan27 MCP lets an assistant generate AI images and videos, check model options, estimate credit cost and track tasks on a paid Wan27 account.

Wan27 MCP — AI Image and Video Generation
Published by GitHub account DieselNiu
Wan27 MCP lets an assistant generate AI images and videos, estimate credit costs and track tasks through a paid wan2-7.io account.

Openapi Mcp
Published by GitHub account Asthanaji05
Turns any OpenAPI 3 spec into an MCP server, exposing each API endpoint as a tool an assistant can call over stdio or HTTP.

Reason
Published by GitHub account reason-machines
Remote MCP server for Reason cloud coding agents: start, follow and review coding sessions and pull requests from any MCP client.

Sezzlee OpenAPI
Published by GitHub account sezzlee
Turns an OpenAPI (Swagger 2.0 / OpenAPI 3.0–3.2) document into a search-first tool catalog so an assistant can find and call your existing API operations.

Sezzlee Local LLM
Published by GitHub account sezzlee
Lets a coding agent hand bounded language tasks — classify, extract, summarize, transform, CSV labelling — to a local Ollama model instead of its own context.

Geartowns MCP Server
Published by GitHub account drhelius
Embeds an MCP server in the Geartowns FM Towns emulator so an AI assistant can control execution and inspect memory, breakpoints and hardware for debugging.

AI Video Atlas
com.aivideoatlasOfficial publisher
Read-only MCP server that helps an assistant plan AI video shots: sourced prompts, model picks, prompting guides and vendor-stated per-second prices.
EasyVoice text to speech
ae.easyvoiceOfficial publisher
A hosted text-to-speech server that lets an assistant turn text into downloadable audio, list voices, clone voices, and run long-form narration or two-host podc

Datumline Agent Guard
Published by GitHub account datumline
Verifies an AI agent's completion claim by checking the files and URLs it says it produced, returning a VERIFIED, FAILED, FALSE_DONE or UNVERIFIABLE verdict.