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

TOMC Memory
Published by GitHub account ZipengWu365
Local MCP server that prepares task-specific context from chat history and stores explicitly saved project notes, returning the latest value of changed facts.

Korpi API
Published by GitHub account Reksely
Korpi API MCP server gives an assistant access to many top AI video, image and text models through one Korpi API key and a single bill.
rainmaker-gateway
dev.workers.mmelnyk2000.rainmaker-gatewayOfficial publisher
A remote MCP endpoint that lists Rainmaker tools and routes paid tool requests, charging $0.005 USDC per call on Base.
Versyka
com.versykaOfficial publisher
Scans dependency manifests and source files for outdated API SDKs and retired AI model IDs, returning dates, replacements and migration guides.
Soundza
com.soundzaOfficial publisher
Soundza gives an assistant a searchable library of free sound effects, music and ambience, with downloads and AI-generated sound effects.
ScienceShot data-centre intelligence and physics reference
com.scienceshotOfficial publisher
ScienceShot gives an assistant dated European data-centre market, grid and rules figures plus cited radiation-physics reference calculations.
Agent Cost Log
com.botrecipe
Remote MCP server that logs AI agent model and tool call costs and reports spend per run, tool, model and day.

Raptr Agent Finder
com.airaptrOfficial publisher
A remote MCP server that lets an assistant search a public registry of ready-made single-file AI agents, read their source, and run one in the chat.

Raptr Agent Builder
com.airaptrOfficial publisher
A remote MCP server that helps an assistant turn an idea or transcript into a single-file AI agent, check it, try it, and find existing agents in a public open.

AI Benchmark Index
com.aibenchmarkindexOfficial publisher
Remote MCP endpoint for the AI Benchmark Index that lets an assistant search published AI benchmarks by text, place and category, and read their sources.

drift — mandate enforcement for AI agents
Published by GitHub account mrpkk
Remote MCP server that checks an AI agent's proposed actions against a signed mandate and returns ALLOW or DENY before the action happens.

attest — verification for AI agent artifacts
Published by GitHub account mrpkk
Remote MCP server that verifies artifacts produced by AI agents — schema, emptiness, provenance and authority — and returns a signed verdict.

Mifori CertAgent Trust Oracle
Published by GitHub account manuel-cubiko
A remote trust oracle that lets an assistant audit AI agents and MCP servers for reputation, latency and protocol compliance, and look up signed certificates.

Occultron
Published by GitHub account luckyjupiter
Occultron provides crypto-paid, uncensored LLM inference with signed execution receipts, run as a local MCP process that talks to a gateway.

x402 Agent Tollbooth
Published by GitHub account ak10082247-max
Paid Web3 intelligence MCP server on Base: AI smart contract audits, cross-DEX arbitrage scans, routing, and agent memory, billed per call in USDC via x402.

Llmxray
Published by GitHub account LogneBudo
Read-only MCP tools that explain what happened to your local Ollama calls — tokens, cache, prefill, context cuts — as recorded by a running LLMxRay proxy.
One Agent a Day
com.oneagentadayOfficial publisher
Search and fetch a collection of 40+ free AI agent prompts, with a new prompt added daily.

Singularis
com.getsingularis
Singularis is a local MCP server that gives an AI assistant unlimited computation by running jobs on the user's own machine, with an optional GPU.

ClipmivoAI
com.clipmivoai
A local MCP server that lets an assistant create AI videos through the ClipmivoAI API: discover models, get credit quotes, generate, and manage media.
Run Memory
com.botrecipe
A remote MCP endpoint that lets an assistant checkpoint and resume AI agent runs so interrupted runs continue where they left off.
Handoff Watch
com.botrecipe
A remote MCP server that scans agent-to-agent task handoffs, flags stalled or failing tasks, and reports nudges and reassigns.
Run Budget Guard
com.botrecipe
A remote budget-guard server that lets an assistant open a hard dollar, token, call and time cap for one agent run and reserve spend before each call.
EvoLink
ai.evolinkOfficial publisher
EvoLink's hosted MCP server lets an assistant search 150+ image, video and audio models, quote prices, and generate media charged to your EvoLink balance.

MnogoReels
ru.mnogo-reelsOfficial publisher
MnogoReels turns long videos into captioned vertical shorts, transcripts, articles and thumbnails, with credit-based pricing for clip jobs.