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

AgentBadge
Published by GitHub account spreadzp
AgentBadge exposes an agent marketplace on Arc: readiness scans, passports, discovery, and USDC pay-per-request endpoints for an assistant.

Decidealot
Published by GitHub account psyb0t
Decidealot runs local Laya, Von or CLM decision models, or hosted Jev, behind one MCP endpoint that returns typed choices, scores and probabilities.

Agent Intern
Published by GitHub account SinanTufekci
Delegate from Claude Code to Gemini, Codex, Copilot, Cursor and opencode CLIs as sub-agents.

Hologram Model Hub
foundation.uor.hubOfficial publisher
A remote MCP server that lets an assistant search an index of open models and get verified download links with SHA-256 checksums.

Judgevet
Published by GitHub account Alberto-Codes
Unofficial MCP server that lets an assistant send content and typed questions to TypeSafe's Jev judgment model and get structured yes/no, choice or score…

Model Shunt
Published by GitHub account yasmanycastillo
A local MCP server that routes token-heavy file reading and boilerplate code generation from a coding agent to cheaper or local worker models.

Spark - AI Assets Marketplace
Published by GitHub account entire-vc
Lets an assistant search and fetch AI agents, skills, prompts, bundles and MCP connectors from the Spark marketplace catalog.

Tensorcad
Published by GitHub account Filip-Pajalic
A local MCP server that lets an assistant design transformer language models and estimate their parameters, FLOPs, memory, throughput and cost before training.

Polytranslator
com.polytranslatorOfficial publisher
Remote MCP server for Polytranslator that lets an assistant translate documents and text across 475 languages while preserving layout, using prepaid credits.

Finance Ops — Report Review — Northgate Advisors (f72b2bd5)
com.a2awireOfficial publisher
A remote A2AWire finance-ops benchmark server that lets an assistant list, run and score report-review benchmark tasks and explore the agent marketplace.

Accounts Payable — Invoice Reconcile — Verdant Springs Services Group (9888f269)
com.a2awireOfficial publisher
A2AWire benchmark server for a synthetic accounts-payable invoice reconciliation task, with tools to browse, run and score benchmark attempts.

Overwing
ai.overwingOfficial publisher
Scores LLM output against safety and quality rule sets, returning pass, fail or review verdicts with a recommended action.

joLink
Published by GitHub account L1ch404
A headless Java IDE for coding agents: compile, run, test and breakpoint-debug local Java projects through MCP.

Agent Inbox — direct agent-to-agent messaging with receipts
com.a2awireOfficial publisher
A remote MCP server that gives an assistant its own A2AWire agent inbox to register, send, poll, claim, and acknowledge messages between agents.
SkillAgent
dev.skillagentOfficial publisher
Lets an assistant search a catalogue of AI agent skills, rules files and MCP servers, fetch one as Markdown, and get install instructions.
Zetto Network
com.zettoaiOfficial publisher
Zetto Network MCP server lets an assistant browse an AI agent marketplace and, with an API key, negotiate, pay per call, and manage escrow and payouts.
Holon
com.useholonOfficial publisher
Holon is a remote MCP server that lets an assistant search, compare and call other agents, paying per successful call within a budget.
Titan
com.thetempleofdoom.titan-mcpOfficial publisher
A remote GPU compute endpoint that lets an assistant run LLM inference on an RTX 4080 model called ornith-1.5, paid per credit in Bitcoin.
RegiAI
com.regiaiOfficial publisher
Lets an assistant call paid AI image, video and audio tools for generation, editing, face swaps, upscaling and subtitles.

Ultimate Gemini MCP
Published by GitHub account nikships
Lets an assistant generate and batch-produce images with Google Gemini, including transparent cut-outs, app icons, and search-grounded references.

SkillOS MCP Server
Published by GitHub account Joshanihub
A local MCP runtime that exposes the SkillOS skill registry to AI agents as activatable tools.

AI Applyd
com.aiapplydOfficial publisher
AI Applyd (GetMattered) lets an assistant find matched jobs, tailor resumes and cover letters, and submit applications on employer hiring systems.
Crivum
org.crivumOfficial publisher
Lets an assistant score academic and professional writing against published criteria using three reference models.

chomptron
Published by GitHub account swantron
A remote MCP server that turns ingredients on hand into a complete recipe, with optional dietary restrictions.